# Best Market Intelligence Tools ## How Many Market Intelligence Software Products Does G2 Track? **Total Products under this Category:** 359 ### Category Stats (Aug 2026) - **Average Rating:** 4.52/5 (↑0.01 vs Jul 2026) The average rating of products in this category, based on all submitted ratings - **Top Trending Product:** ExecAtlas (+3.53%) - Among all products in this category, ExecAtlas recorded the largest rating increase compared to last month _Last updated: August 21, 2026_ ## How Does G2 Rank Market Intelligence Software Products? **Why You Can Trust G2's Software Rankings:** - 30 Analysts and Data Experts - 34,300+ Authentic Reviews - 359+ Products - Unbiased Rankings G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category. ## G2 Grid® for Market Intelligence Software ![G2 Grid® for Market Intelligence Software plotting products by satisfaction and market presence](https://www.g2.com/categories/market-intelligence/grids.png?focus%5B%5D=3551&focus%5B%5D=577&focus%5B%5D=7170&focus%5B%5D=39661&focus%5B%5D=1679&focus%5B%5D=74085&focus%5B%5D=1305806&focus%5B%5D=1578414) Highlighted products: Semrush, GTM Workspace - Powered by ZoomInfo, Similarweb, AlphaSense, G2 Marketing Solutions, Apify, Perplexity, and Numerator Verified Voices. Underlying data: [Grid® JSON](https://www.g2.com/categories/market-intelligence/grids.json?focus%5B%5D=semrush&focus%5B%5D=gtm-workspace-powered-by-zoominfo&focus%5B%5D=similarweb&focus%5B%5D=alphasense&focus%5B%5D=g2&focus%5B%5D=apify&focus%5B%5D=perplexity&focus%5B%5D=numerator-verified-voices) **Sponsored** ### Articos Articos is an AI-powered user research platform that enables product teams, agencies, consultants, and growth marketers to run structured audience research in under 30 minutes — without recruiting participants, scheduling sessions, or waiting weeks for results. Instead of skipping research because the cost or timeline cannot be justified, Articos lets teams validate ideas, messaging, landing pages, UX flows, and product decisions for $8–$20 per study. A comparable study from a traditional research firm costs $5,000–$30,000 and takes 4–8 weeks. HOW IT WORKS Users define a research objective in under 3 minutes — choosing from assessment types including messaging clarity evaluation, audience reaction testing, concept feedback, competitive positioning analysis, ICP discovery, persona development, or UX flow validation. Articos then generates a diverse synthetic persona panel and conducts structured, hypothesis-blind interviews with those personas. Personas are constructed from 30 personality facets, Big Five personality science, cognitive bias mapping, and enforced attitudinal diversity. Five of every twelve personas are calibrated as skeptics, late adopters, and dissenters — ensuring simulated audiences do not uniformly validate hypotheses. The platform runs blind interviews to prevent sycophancy bias common in standard AI interactions. WHAT YOU GET Each completed study produces an enterprise-grade report containing thematic analysis, participant quotes, evidence chains, confidence scores, and prioritised recommendations. Reports also include persona comparison analytics with radar-chart visualisations across adoption profiles and research dimensions. Outputs are formatted for immediate use — shareable via public link or exported as white-label PDF for client delivery. STUDY TYPES User Interviews: Customisable interview scripts across 12+ research dimensions. Run qualitative research on any topic with a full persona panel and receive a structured report with motivations, objections, clarity issues, and ranked recommendations. A/B Testing: Upload two landing page variants by URL or image. Articos scores each variant against defined goals, declares a winner with confidence levels and reasoning, and attributes supporting and opposing evidence per variant. Talk to Research: After a study completes, ask follow-up questions directly to any persona — no additional recruiting or scheduling required. WHO USES ARTICOS Agencies: audience depth before a pitch or new client engagement in an unfamiliar vertical. Business and Marketing Consultants: domain expertise on a new audience in minutes. B2B SaaS teams: validate messaging and features before committing engineering resources. Growth marketers: test landing page copy before spending ad budget. UX researchers: rapid directional studies and sprint-based UX iteration before deeper qualitative work. VALIDATED ACCURACY Articos captures 86% of the themes expert research teams identify, validated against Baymard Institute and Nielsen Norman Group across 46 studies in 9 domains. It is 7.5× more accurate than prompting the same AI model directly. 3-day free trial. 2 free researches. No credit card required. [Visit website](https://www.g2.com/external_clickthroughs/record?secure%5Bad_program%5D=ppc&secure%5Bad_slot%5D=category_product_list_llm&secure%5Bcategory_id%5D=623&secure%5Bchosen_at%5D=2026-08-29T09%3A38%3A34Z&secure%5Bdisplayable_resource_id%5D=623&secure%5Bdisplayable_resource_type%5D=Category&secure%5Bmedium%5D=sponsored&secure%5Bplacement_reason%5D=page_category&secure%5Bplacement_resource_ids%5D%5B%5D=623&secure%5Bprioritized%5D=false&secure%5Bproduct_id%5D=1616504&secure%5Bresource_id%5D=623&secure%5Bresource_type%5D=Category&secure%5Bsource_type%5D=category_page&secure%5Bsource_url%5D=https%3A%2F%2Fwww.g2.com%2Fcategories%2Fmarket-intelligence&secure%5Btoken%5D=9b8db7ecf5317c08d380431f7acd57878c300660778b6fd348780f47f6203484&secure%5Burl%5D=http%3A%2F%2Fwww.articos.com%2F%3Futm_source%3Dg2%26utm_medium%3Dppc%26utm_campaign%3Dlaunch&secure%5Burl_type%5D=custom_url) ### [Semrush](https://www.g2.com/products/semrush/reviews) Semrush, an Adobe Company, is the leading brand visibility platform, empowering marketers to command their online presence and create measurable impact. Built on the industry’s most expansive proprietary dataset, Semrush delivers AI-driven insights across SEO, Agentic Search Optimization, content marketing, paid media, and social strategy. Used by over 28 million users globally – from scaling startups to the Fortune 500 – Semrush provides the competitive intelligence needed to win visibility in an evolving digital landscape. The company is headquartered in Boston, MA with a global presence across North America, Europe and Asia. **Average Rating:** 4.4/5.0 **Total Reviews:** 3,928 #### How Do G2 Users Rate Semrush? - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.1/10) - **Data Sources:** 8.1/10 (Category avg: 8.6/10) - **Advanced Data Collection:** 8.1/10 (Category avg: 8.2/10) - **Lead Enrichment:** 7.5/10 (Category avg: 8.0/10) #### Who Is the Company Behind Semrush? - **Seller:** [Adobe](https://www.g2.com/sellers/adobe) - **Company Website:** adobe.com - **Year Founded:** 1982 - **HQ Location:** San Jose, CA - **Twitter:** @Adobe 956,842 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4bd838466d461c6fe81e09c861e82adaaf56d5a567f856b855f9808677f90560&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1480%2F&secure%5Burl_type%5D=linkedin_company_website) 42,087 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Marketing Manager, Digital Marketing Manager - **Top Industries:** Marketing and Advertising, Information Technology and Services - **Company Size:** 62% Small, 28% Medium #### What Do G2 Reviewers Say About Semrush? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **powerful position tracking** and diverse tools of Semrush, enhancing their SEO insights and strategies. - Users find Semrush to be **exceptionally easy to use** , especially for tracking SEO and social media analytics. - Users value the **keyword research capabilities** of Semrush, enhancing SEO strategies and optimizing content effectively. - Users value the **keyword insights** from Semrush, enhancing their content optimization and SEO performance effectively. - Users value the **position tracking** in Semrush for effectively monitoring search term performance and strategy development. ##### Cons - Users feel that Semrush is **expensive** , particularly for small businesses and individual proprietors with limited budgets. - Users find the **high pricing** of Semrush challenging, especially for small businesses and independent professionals. - Users find Semrush to be **expensive** , especially for small businesses and independent consultants with limited budgets. - Users find the **pricing issues** of Semrush frustrating due to complex payment processes and additional costly add-ons. - Users find the **steep learning curve** of Semrush challenging, especially for beginners navigating its complex features. #### What Are Recent G2 Reviews of Semrush? **["Semrush delivers great SEO/AI Insights with brilliant support"](https://www.g2.com/survey_responses/semrush-review-13271554)** **Rating:** 5.0/5.0 stars _— Jodie M._ [Read full review](https://www.g2.com/survey_responses/semrush-review-13271554) **["Semrush AI Insights and SEO Tools That Make Research, Tracking, and Reporting Effortless"](https://www.g2.com/survey_responses/semrush-review-13333382)** **Rating:** 5.0/5.0 stars _— Bhanu S._ [Read full review](https://www.g2.com/survey_responses/semrush-review-13333382) #### What Are G2 Users Discussing About Semrush? - [How are digital marketing experts utilizing Semrush to uncover unique SEO and content marketing opportunities?](https://www.g2.com/discussions/how-are-digital-marketing-experts-utilizing-semrush-to-uncover-unique-seo-and-content-marketing-opportunities) - 2 comments, 3 upvotes - [What is Semrush used for?](https://www.g2.com/discussions/what-is-semrush-used-for) - 5 comments - [What is Semrush Content Marketplace used for?](https://www.g2.com/discussions/what-is-semrush-content-marketplace-used-for) - [What is SplitSignal used for?](https://www.g2.com/discussions/what-is-splitsignal-used-for) - [How do I delete my RingCentral account?](https://www.g2.com/discussions/how-do-i-delete-my-ringcentral-account) - 2 comments ### [GTM Workspace - Powered by ZoomInfo](https://www.g2.com/products/gtm-workspace-powered-by-zoominfo/reviews) Note: GTM Workspace is the upgraded version of ZoomInfo Sales and ZoomInfo Copilot. GTM Workspace is a unified sales execution platform that empowers account executives and account managers to run their entire book of business from a single workspace. By bringing together CRM data, ZoomInfo intelligence, engagement history, and buying signals into one consolidated view, GTM Workspace eliminates the constant context-switching that prevents sellers from doing their best work. At the core of GTM Workspace is an AI assistant that understands the full context of a rep's territory - their accounts, open opportunities, past conversations, and real-time signals - enabling natural language commands that drive real action. Sellers can instantly prepare for meetings, monitor account health, prioritize pipeline, and identify the best prospects to pursue, all without leaving a single interface. GTM Workspace integrates directly with Salesforce, maintaining bidirectional, real-time sync so CRM data stays current automatically. Flexible, spreadsheet-style Views allow reps to slice and analyze their accounts, contacts, leads, and opportunities exactly the way they work - with ZoomInfo firmographic, technographic, and intent data enriched directly alongside CRM fields. Purpose-built for the way modern sales teams operate, GTM Workspace requires no training, no agent building, and no engineering projects. It works immediately out of the box, delivering day-one value on top of the data foundation teams already rely on. The result: sellers spend less time stitching together information across disconnected tools and more time doing what they do best - building relationships and closing deals. **Average Rating:** 4.5/5.0 **Total Reviews:** 8,879 #### How Do G2 Users Rate GTM Workspace - Powered by ZoomInfo? - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 9.1/10) - **Data Sources:** 8.5/10 (Category avg: 8.6/10) - **Advanced Data Collection:** 8.7/10 (Category avg: 8.2/10) - **Lead Enrichment:** 8.7/10 (Category avg: 8.0/10) #### Who Is the Company Behind GTM Workspace - Powered by ZoomInfo? - **Seller:** [ZoomInfo](https://www.g2.com/sellers/zoominfo-26a9872a-d61e-4832-ab53-5e972b230706) - **Company Website:** www.zoominfo.com - **Year Founded:** 2000 - **HQ Location:** Vancouver, WA - **Twitter:** @ZoomInfo 23,515 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=bd618c71d6b4b0acc542c8b46079b4c9423a65a072ce8f8590d4f3ed35e8aebb&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fzoominfo%2F&secure%5Burl_type%5D=linkedin_company_website) 4,221 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Account Executive, Sales Development Representative - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 48% Medium, 26% Large #### What Do G2 Reviewers Say About GTM Workspace - Powered by ZoomInfo? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **comprehensive contact information** that GTM Workspace provides, aiding effective outreach to potential buyers. - Users find the **ease of use** in GTM Workspace invaluable for streamlining their sales processes and insights. - Users value the **data accuracy** of GTM Workspace, enhancing their competitive edge in prospecting and research. - Users find the **bulk data download feature** invaluable for targeted lead generation, simplifying outreach in the finance sector. - Users value the **targeted lead generation** capabilities of GTM Workspace, significantly boosting their sales and prospecting efficiency. ##### Cons - Users often face challenges with **inaccurate data** , including unassigned contact numbers and outdated job information. - Users often face **outdated data** in GTM Workspace, leading to inaccuracies in contact details and location information. - Users often struggle with **outdated contacts** , leading them to seek alternative information sources for accuracy. - Users experience **data inaccuracy** , with incorrect contact locations and unassigned numbers complicating their outreach efforts. - Users often face **outdated information** , including incorrect emails and job titles, affecting their reliability and effectiveness. #### What Are Recent G2 Reviews of GTM Workspace - Powered by ZoomInfo? **["A Strong way to invest in your business"](https://www.g2.com/survey_responses/gtm-workspace-powered-by-zoominfo-review-9470039)** **Rating:** 4.5/5.0 stars _— Caitlin B._ [Read full review](https://www.g2.com/survey_responses/gtm-workspace-powered-by-zoominfo-review-9470039) **["Targeted Prospecting Made Easy with Powerful Intent and Website Activity Insights"](https://www.g2.com/survey_responses/gtm-workspace-powered-by-zoominfo-review-13330120)** **Rating:** 4.5/5.0 stars _— Evan C._ [Read full review](https://www.g2.com/survey_responses/gtm-workspace-powered-by-zoominfo-review-13330120) #### What Are G2 Users Discussing About GTM Workspace - Powered by ZoomInfo? - [How does ZoomInfo SalesOS empower sales teams to achieve better results through data-driven insights?](https://www.g2.com/discussions/how-does-zoominfo-salesos-empower-sales-teams-to-achieve-better-results-through-data-driven-insights) - 3 comments, 1 upvote - [What is ZoomInfo SalesOS used for?](https://www.g2.com/discussions/what-is-zoominfo-salesos-used-for) - 3 comments, 1 upvote - [Is ZoomInfo legal?](https://www.g2.com/discussions/is-zoominfo-legal) - 6 comments, 1 upvote - [Who are ZoomInfo's top 3 competitors?](https://www.g2.com/discussions/who-are-zoominfo-s-top-3-competitors) - 4 comments, 2 upvotes - [How does ZoomInfo get my details?](https://www.g2.com/discussions/how-does-zoominfo-get-my-details) - 2 comments, 1 upvote ### [Similarweb](https://www.g2.com/products/similarweb/reviews) At Similarweb, we are committed to unlocking the full potential of the digital landscape. Our solutions span a wide array of digital needs, from comprehensive competitive analysis across all marketing channels to Gen AI visibility, to large-scale data insights. With Similarweb, you gain access to: - Extensive Data Coverage: Explore over 1 billion websites, 8 million apps, and 3 million brands. - Real-Time Insights: Stay ahead with real-time data on 5 billion search terms, 250 million display ads, and 10 billion content pages. - Global Reach: Analyze and understand markets across 190 countries and 210 industries. Trusted by industry leaders ranging from startups to Fortune 500 companies, Similarweb is the choice for thousands of businesses seeking a competitive edge and sustainable growth. **Average Rating:** 4.4/5.0 **Total Reviews:** 1,162 #### How Do G2 Users Rate Similarweb? - **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 9.1/10) - **Data Sources:** 7.8/10 (Category avg: 8.6/10) - **Advanced Data Collection:** 7.8/10 (Category avg: 8.2/10) - **Lead Enrichment:** 7.1/10 (Category avg: 8.0/10) #### Who Is the Company Behind Similarweb? - **Seller:** [Similarweb](https://www.g2.com/sellers/similarweb) - **Company Website:** www.similarweb.com - **Year Founded:** 2007 - **HQ Location:** New York - **Twitter:** @Similarweb 62,619 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=31af9b871eedcbd8d9cdd5615745e7871f1214ea5f4b818f1b797e75dde89b94&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F429838%2F&secure%5Burl_type%5D=linkedin_company_website) 1,256 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Account Manager, Account Executive - **Top Industries:** Marketing and Advertising, Retail - **Company Size:** 40% Medium, 32% Large #### What Do G2 Reviewers Say About Similarweb? _AI-generated summary from verified user reviews_ ##### Pros - Users enjoy the **ease of use** of Similarweb, appreciating its intuitive interface and helpful features for tracking. - Users value Similarweb for its **AI-driven traffic insights** , enhancing client strategies and keyword tracking capabilities. - Users value the **detailed traffic analysis** from Similarweb, which aids in identifying opportunities and understanding trends. - Users find Similarweb's **competitor analysis** invaluable for benchmarking and gaining insights on marketing performance and customer behavior. - Users value Similarweb for its **intuitive dashboards and competitor insights** , enhancing strategic decision-making effortlessly. ##### Cons - Users often find **data inaccuracy** in Similarweb, especially with estimates for smaller or niche websites. - Users find the **inaccurate data** from Similarweb a challenge, as it often lacks precision and timely updates. - Users find the **limited features** of Similarweb make it less intuitive and harder to navigate for newcomers. - Users find the **limited data** in Similarweb's free version insufficient for accurate insights, especially for smaller sites. - Users find the **advanced features expensive** , making it less accessible for smaller businesses and budgets. #### What Are Recent G2 Reviews of Similarweb? **["Similarweb is one of the most valuable platforms on the entire industry, now even with AI/AEO!"](https://www.g2.com/survey_responses/similarweb-review-7504850)** **Rating:** 5.0/5.0 stars _— David A._ [Read full review](https://www.g2.com/survey_responses/similarweb-review-7504850) **["Similarweb turned competitive reviews into an ongoing process"](https://www.g2.com/survey_responses/similarweb-review-13180508)** **Rating:** 5.0/5.0 stars _— Valeria B._ [Read full review](https://www.g2.com/survey_responses/similarweb-review-13180508) ### [AlphaSense](https://www.g2.com/products/alphasense/reviews) Meet AlphaSense: the world's leading market intelligence and search platform. AlphaSense is a market intelligence platform used by the world’s top companies and financial institutions to help professionals make better business decisions with confidence and speed. Since 2011, our AI-based technology has delivered insights from an extensive universe of public and private content—including realtime and aftermarket broker research, expert calls, private company data, SEC filings, earnings transcripts, regulatory content, news and trade journals. Our platform is trusted by over 4,000 enterprise customers, including a majority of the S&P 500. For more information, please visit www.alpha-sense.com. **Average Rating:** 4.6/5.0 **Total Reviews:** 341 #### How Do G2 Users Rate AlphaSense? - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10) - **Data Sources:** 9.0/10 (Category avg: 8.6/10) - **Advanced Data Collection:** 8.2/10 (Category avg: 8.2/10) - **Lead Enrichment:** 7.3/10 (Category avg: 8.0/10) #### Who Is the Company Behind AlphaSense? - **Seller:** [AlphaSense](https://www.g2.com/sellers/alphasense) - **Company Website:** www.alpha-sense.com - **Year Founded:** 2011 - **HQ Location:** New York - **Twitter:** @AlphaSenseInc 34,479 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=e1737ffc0c82ab43e8f3e2fd5d8603c6b6d1da72c144738fe8320037b63bdcf7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2316358%2F&secure%5Burl_type%5D=linkedin_company_website) 3,341 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Analyst, Associate - **Top Industries:** Financial Services, Pharmaceuticals - **Company Size:** 46% Large, 33% Small #### What Do G2 Reviewers Say About AlphaSense? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **ease of use** of AlphaSense, enjoying efficient access to valuable insights and time-saving summaries. - Users value the **search functionality** of AlphaSense, enabling access to unique presentations and timely data easily. - Users value the **top-notch content and user-friendliness** of AlphaSense, enhancing their market research experience significantly. - Users value the **advanced AI capabilities** of AlphaSense for efficient competitive monitoring and insightful data summaries. - Users appreciate the **helpful support and intuitive interface** of AlphaSense, enhancing their research capabilities significantly. ##### Cons - Users find the **search functionality lacking** , struggling to filter for high-quality articles and avoid irrelevant results. - Users express frustration over **insufficient information** , particularly the need for more structured industry reports and documentation. - Users find the **difficult learning** curve of AlphaSense challenging, often requiring more time and familiarity to use effectively. - Users find the **learning difficulty** of AlphaSense frustrating, often needing to rely on others for assistance. - Users note a **lack of information** accessibility in AlphaSense, often struggling to find relevant reports and data efficiently. #### What Are Recent G2 Reviews of AlphaSense? **["Incredible Research Platform - Comprehensive, Concise, and Cutting-Edge"](https://www.g2.com/survey_responses/alphasense-review-13136229)** **Rating:** 5.0/5.0 stars _— Jacob M._ [Read full review](https://www.g2.com/survey_responses/alphasense-review-13136229) **["A Powerful Tool for Research and Market Intelligence"](https://www.g2.com/survey_responses/alphasense-review-13060833)** **Rating:** 4.5/5.0 stars _— Ritvik M._ [Read full review](https://www.g2.com/survey_responses/alphasense-review-13060833) #### What Are G2 Users Discussing About AlphaSense? - [Has anyone else struggled with navigation and staying oriented in large research projects?](https://www.g2.com/discussions/has-anyone-else-struggled-with-navigation-and-staying-oriented-in-large-research-projects) - 1 comment - [Do others feel the AI answers and search prompts fall short when you need very specific insight?](https://www.g2.com/discussions/do-others-feel-the-ai-answers-and-search-prompts-fall-short-when-you-need-very-specific-insight) - 1 comment - [In what ways does the current pricing model fit or clash with how often you actually use AlphaSense?](https://www.g2.com/discussions/in-what-ways-does-the-current-pricing-model-fit-or-clash-with-how-often-you-actually-use-alphasense) - 1 comment - [How are you handling the steep learning curve without losing a week of productivity?](https://www.g2.com/discussions/how-are-you-handling-the-steep-learning-curve-without-losing-a-week-of-productivity) - 1 comment - [Complex search results and noisy alerts are eating into my research time and client prep](https://www.g2.com/discussions/complex-search-results-and-noisy-alerts-are-eating-into-my-research-time-and-client-prep) - 1 comment ### [G2 Marketing Solutions](https://www.g2.com/products/g2/reviews) G2 is the world's largest and most trusted software marketplace. More than 90 million people annually — including employees at all of the Fortune 500 companies — use G2 to make smarter software decisions based on authentic peer reviews. Thousands of software and services companies of all sizes partner with G2 to build their reputation, manage their software spend, and grow their business. **Average Rating:** 4.6/5.0 **Total Reviews:** 5,430 #### How Do G2 Users Rate G2 Marketing Solutions? - **Has the product been a good partner in doing business?:** 9.1/10 (Category avg: 9.1/10) - **Data Sources:** 8.9/10 (Category avg: 8.6/10) - **Advanced Data Collection:** 8.3/10 (Category avg: 8.2/10) - **Lead Enrichment:** 9.1/10 (Category avg: 8.0/10) #### Who Is the Company Behind G2 Marketing Solutions? - **Seller:** [G2](https://www.g2.com/sellers/g2) - **Company Website:** www.g2.com - **Year Founded:** 2012 - **HQ Location:** Chicago, USA - **Twitter:** @G2dotcom 32,942 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=545a5c15bfc1d762f132f7ceab6872371290c28b2337aa4d8ffa55287b728776&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2641084%2F&secure%5Burl_type%5D=linkedin_company_website) 1,504 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Software Engineer, Marketing Manager - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 43% Small, 37% Medium #### What Do G2 Reviewers Say About G2 Marketing Solutions? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **ease of use** of G2 Marketing Solutions, streamlining product marketing initiatives and tracking effectively. - Users enjoy the **intuitive platform** of G2 Marketing Solutions, which simplifies collecting reviews and feedback efficiently. - Users highlight the **excellent customer support** that enhances their experience and boosts visibility effectively. - Users value the **authenticity** of G2 Marketing Solutions, trusting genuine reviews to guide their business decisions. - Users value the **authentic client feedback** on G2, aiding informed decisions and enhancing market engagement. ##### Cons - Users struggle with the **inconsistency in review quality** on G2, complicating the assessment of products and services. - Users find G2 Marketing Solutions to be **expensive** , especially for small enterprises and POC projects, affecting budget constraints. - Users express concerns about **biased reviews** on G2 Marketing Solutions, potentially impacting trust and decision-making. - Users express frustration over the **lack of clarity** in the review process and moderation explanations, complicating their experience. - Users find the **pricing issues** of G2 Marketing Solutions challenging, especially for startups with limited budgets. #### What Are Recent G2 Reviews of G2 Marketing Solutions? **["G2 Marketing Solutions: Strong Partnership That Delivers Customer Proof Points"](https://www.g2.com/survey_responses/g2-marketing-solutions-review-13365548)** **Rating:** 5.0/5.0 stars _— Lindsay R._ [Read full review](https://www.g2.com/survey_responses/g2-marketing-solutions-review-13365548) **["Buyer Intent Data and Seamless Tool Integrations Make G2 Marketing Solutions Shine"](https://www.g2.com/survey_responses/g2-marketing-solutions-review-13350036)** **Rating:** 4.0/5.0 stars _— Shashank s._ [Read full review](https://www.g2.com/survey_responses/g2-marketing-solutions-review-13350036) #### What Are G2 Users Discussing About G2 Marketing Solutions? - [In what ways is G2.com influencing purchasing decisions in the software and technology market?](https://www.g2.com/discussions/in-what-ways-is-g2-com-influencing-purchasing-decisions-in-the-software-and-technology-market) - 9 comments, 4 upvotes - [How is G2.com being used to enhance operational efficiency and user experience in its specific field?](https://www.g2.com/discussions/how-is-g2-com-being-used-to-enhance-operational-efficiency-and-user-experience-in-its-specific-field) - 6 comments, 2 upvotes - [What is G2.com used for?](https://www.g2.com/discussions/what-is-g2-com-used-for) - 11 comments, 6 upvotes - [What is G2 Marketing Solutions used for?](https://www.g2.com/discussions/what-is-g2-marketing-solutions-used-for) - 2 comments, 1 upvote - [How much does g2 crowd cost?](https://www.g2.com/discussions/how-much-does-g2-crowd-cost) - 12 comments, 5 upvotes ### [Apify](https://www.g2.com/products/apify/reviews) Apify is the largest marketplace of tools for AI. At its core is Apify Store, a marketplace where builders create, publish, and monetize tools called Actors. Actors are serverless cloud programs that get web data and automate tasks on the web. Builders create them with JavaScript or Python. Build an Actor once and publish it to Apify Store. Thousands of builders already have. Earn when others use it - Apify handles all the infrastructure, billing, and monthly payouts. For everyone else, Apify means never building from scratch. Apify Store has thousands of ready-to-run Actors for extracting Amazon product data, scraping Google Maps listings, monitoring competitor prices, pulling social media content, generating leads, and hundreds of other jobs on the web. Pick the Actor you need, run it, and get your data. Behind the scenes, Actors handle proxy rotation, CAPTCHA solving, JavaScript rendering, headless browsers, scaling, storage, and scheduling. The Apify platform runs with 99.95% uptime. It's SOC 2 Type II, GDPR, and CCPA compliant, and trusted by companies and organizations such as Intercom, Groupon, and the European Commission. Run Actors through Apify Console, integrate them with Zapier and Make, or connect them to AI frameworks like LangChain and Hugging Face to feed LLMs and vector databases. Apify's MCP server lets AIs like Claude discover and use Actors as tools dynamically, so an agent can ask "find the top 10 Indian restaurants in San Francisco" and automatically use the right Actor to get that data. Use cases span competitive intelligence, lead generation, market research, SEO monitoring, and crawling websites for AI context. If there's data on the web, there's probably an Actor for it. Apify has residential and datacenter proxies, browser automation with Puppeteer and Playwright, automatic retries, error handling, monitoring dashboards, and APIs. Schedule runs to keep data fresh and export to JSON, CSV, Excel, Google Sheets, databases, or push straight into your workflows. Beyond Apify Store, the Professional Services team builds and maintains custom solutions with dedicated data experts and long-term project maintenance. Start free with $5 in prepaid monthly platform usage; paid plans scale with compute, storage, and proxy usage (see https://apify.com/pricing). **Average Rating:** 4.7/5.0 **Total Reviews:** 588 #### G2 Deal: Save 20% on a yearly plan with Apify! Save on this exclusive deal only for G2 users. Get 20% off an annual plan to start scraping any websites you want! **Price:** 20 [View this exclusive G2 deal](https://www.g2.com/deals/offers/20f8c624-58d9-42f2-89f1-c9e7d1eb7095?source=categories) #### How Do G2 Users Rate Apify? - **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.1/10) - **Data Sources:** 9.0/10 (Category avg: 8.6/10) - **Advanced Data Collection:** 9.0/10 (Category avg: 8.2/10) - **Lead Enrichment:** 8.9/10 (Category avg: 8.0/10) #### Who Is the Company Behind Apify? - **Seller:** [Apify](https://www.g2.com/sellers/apify) - **Company Website:** apify.com - **Year Founded:** 2015 - **HQ Location:** Praha, CZ - **Twitter:** @apify 8,456 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1e04cc833e8f489b1b1e1330a0dcf01e3f21530c619b347e4881a56c0939fe21&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10608457%2F&secure%5Burl_type%5D=linkedin_company_website) 250 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Founder, CEO - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 83% Small, 9% Medium #### What Do G2 Reviewers Say About Apify? _AI-generated summary from verified user reviews_ ##### Pros - Users find Apify **incredibly easy to integrate** into their workflows, saving time with its unique agents. - Users value the **unique agents and diverse features** of Apify, making web scraping efficient and user-friendly. - Users appreciate the **scraping efficiency** of Apify, benefiting from quick setups and diverse pre-built actors. - Users value the **automation features** of Apify, streamlining tasks and providing real-time market intelligence effortlessly. - Users enjoy the **easy integrations** with Apify, enabling swift connections to services and enhancing their workflow efficiency. ##### Cons - Users express concerns over **pricing issues** , preferring outright purchases and lower subscription costs for scrapers. - Users find the product **expensive** and prefer options for outright purchases and reduced pricing plans. - Users face a **steep learning curve** with Apify, complicating onboarding and ease of use for beginners. - Users face a **steep learning curve** with Apify, making it challenging for beginners to adapt and utilize effectively. - Users experience a **steep learning curve** , particularly beginners, making navigation and usage quite challenging. #### What Are Recent G2 Reviews of Apify? **["Proxies and billing included, customer run logs missing"](https://www.g2.com/survey_responses/apify-review-13348702)** **Rating:** 5.0/5.0 stars _— Ivan S._ [Read full review](https://www.g2.com/survey_responses/apify-review-13348702) **["The actor store means I never had to build or babysit a scraper"](https://www.g2.com/survey_responses/apify-review-13358538)** **Rating:** 4.0/5.0 stars _— Đặng Q._ [Read full review](https://www.g2.com/survey_responses/apify-review-13358538) #### What Are G2 Users Discussing About Apify? - [What do you recommend for developers considering Apify for web scraping?](https://www.g2.com/discussions/what-do-you-recommend-for-developers-considering-apify-for-web-scraping) - 2 comments - [How do I automatically extract data from a website?](https://www.g2.com/discussions/how-do-i-automatically-extract-data-from-a-website) - 1 comment - [Is ParseHub safe?](https://www.g2.com/discussions/is-parsehub-safe) - 1 comment - [Is web scraping legal?](https://www.g2.com/discussions/apify-is-web-scraping-legal) - 2 comments - [Is Apify SDK free?](https://www.g2.com/discussions/is-apify-sdk-free) - 4 comments ### [Perplexity](https://www.g2.com/products/perplexity/reviews) Perplexity is an AI-powered search engine designed to transform how users discover and interact with information. By processing user queries through advanced language models, it delivers concise, conversational answers backed by verifiable sources. Each response includes citations and links to original content, enabling users to verify information and delve deeper into topics. This approach streamlines the search experience, moving beyond traditional search engines that present numerous links for users to sift through. Key Features and Functionality: - Conversational Search Interface: Users can ask questions in natural language and receive direct, concise answers. - Real-Time Web Integration: The platform searches the web in real-time to provide up-to-date information. - Source Citations: Each response includes citations and links to original sources, ensuring transparency and credibility. - Multiple AI Model Integration: Perplexity integrates cutting-edge AI models, including OpenAI's GPT models and Anthropic's Claude, allowing users to choose the model that best fits their specific needs. - Freemium Model: Offers a free version with access to a proprietary large language model, while the paid Perplexity Pro subscription provides access to advanced models like GPT-4, Claude 3, Mistral Large, Llama 3, and an experimental Perplexity model. Primary Value and User Solutions: Perplexity addresses the inefficiencies of traditional search engines by providing direct, concise answers to user queries, eliminating the need to sift through numerous links. Its integration of multiple AI models and real-time web search capabilities ensures that users receive accurate and current information. The inclusion of source citations enhances transparency and trustworthiness, making it a valuable tool for researchers, professionals, and the general public seeking reliable information efficiently. **Average Rating:** 4.4/5.0 **Total Reviews:** 348 #### How Do G2 Users Rate Perplexity? - **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10) - **Data Sources:** 8.6/10 (Category avg: 8.6/10) - **Advanced Data Collection:** 9.4/10 (Category avg: 8.2/10) - **Lead Enrichment:** 10.0/10 (Category avg: 8.0/10) #### Who Is the Company Behind Perplexity? - **Seller:** [Perplexity AI](https://www.g2.com/sellers/perplexity-ai) - **Year Founded:** 2022 - **HQ Location:** San Francisco, California - **Twitter:** @perplexity\_ai 494,413 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=40a76650374be19b3f8dd70bffa77a9ac8c72520b65762b4127272d0d6bf35f0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fperplexity-ai%2F&secure%5Burl_type%5D=linkedin_company_website) 1,405 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Founder, Software Engineer - **Top Industries:** Information Technology and Services, Computer Software - **Company Size:** 53% Small, 17% Medium #### What Do G2 Reviewers Say About Perplexity? _AI-generated summary from verified user reviews_ ##### Pros - Users praise the **ease of use** of Perplexity, highlighting its simple setup and intuitive interface for efficient research. - Users appreciate the **ease of use and quick implementation** of Perplexity, enhancing their research and learning experience. - Users find Perplexity **extremely helpful** for providing accurate data and quality content from trusted sources. - Users praise Perplexity for its **easy setup** , allowing for quick and seamless integration into their research workflows. - Users value Perplexity's **multi-modal capabilities** , enabling deep research and custom AI assistants for efficient workflows. ##### Cons - Users note the **usage limitations** of Perplexity, feeling restricted by the features available in the free version. - Users feel that Perplexity's **answer quality needs improvement** , particularly regarding complex topics and understanding human behavior. - Users note the need for improved **context understanding** , as responses can be inaccurate or oversimplified. - Users feel that Perplexity has **significant limitations in understanding human behavior** , affecting answer accuracy and overall usability. - Users experience **inaccurate data** from Perplexity, often needing to verify and correct outputs for reliability. #### What Are Recent G2 Reviews of Perplexity? **["Fast, Source-Driven Research with Room for Improvement"](https://www.g2.com/survey_responses/perplexity-review-13358037)** **Rating:** 5.0/5.0 stars _— Bibhatsu K._ [Read full review](https://www.g2.com/survey_responses/perplexity-review-13358037) **["Clean UX and Prompt, Reliable Research with Perplexity"](https://www.g2.com/survey_responses/perplexity-review-13249151)** **Rating:** 4.0/5.0 stars _— Arunalo S._ [Read full review](https://www.g2.com/survey_responses/perplexity-review-13249151) ### [Numerator Verified Voices](https://www.g2.com/products/numerator-verified-voices/reviews) Verified Voices, Numerator’s in-platform, DIY survey solution, allows users to engage consumers based on verified purchase behavior. With receipt-backed purchases, Verified Voices eliminates the need for screener questions, removes the cost of paying for incidence, and minimizes recall bias — setting a new standard in consumer research. With access to 600k buyers who have shared a verified purchase in the past 60 days, overlaid with rich demographic profiles, users can engage their most valuable customers segmented by what they purchase, where they shop, and more. Verified Voices offers an intuitive setup experience with ready-to-use specialty surveys, thoughtfully crafted templates, and AI-generated questionnaires, making survey creation effortless. Within as little as a few hours, users get high-quality, actionable consumer feedback they can trust. Survey responses are delivered as flexible reporting with customizable comparison charts and dynamic filters, enabling a deep exploration of responses. AI-powered summaries transform large sets of data into clear insights—highlighting key themes and takeaways for a concise and comprehensive view of survey results. Credit bundles and subscription options are available in-platform, giving users the ultimate flexibility to create surveys how and when they need to. Numerator’s differentiated ability to link verified purchase data with Verified Voices survey responses, uncovers deeper consumer attitudes and motivations, delivering a holistic, more accurate picture of today’s consumer. **Average Rating:** 4.5/5.0 **Total Reviews:** 88 #### How Do G2 Users Rate Numerator Verified Voices? - **Has the product been a good partner in doing business?:** 9.4/10 (Category avg: 9.1/10) #### Who Is the Company Behind Numerator Verified Voices? - **Seller:** [Numerator](https://www.g2.com/sellers/numerator) - **Company Website:** numerator.com - **HQ Location:** Chicago, Illinois - **Twitter:** @numerator 1 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=45745efd18fac1daeb6cb354d92f1d0f7e384acea3893c6615c26ac79ddb0490&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fnumerator%2F&secure%5Burl_type%5D=linkedin_company_website) 2,790 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Consumer Goods, Food & Beverages - **Company Size:** 45% Medium, 31% Large #### What Do G2 Reviewers Say About Numerator Verified Voices? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **reliable consumer feedback** from Numerator Verified Voices, enhancing confidence in their insights and interactions. - Users appreciate the **ease of use** of Numerator Verified Voices, allowing quick and reliable consumer insights through surveys. - Users praise the **responsive customer support** of Numerator Verified Voices, enhancing their experience with quick and helpful assistance. - Users find the **intuitive design** of Numerator Verified Voices enhances their survey-building and analysis experience significantly. - Users value the **efficiency** of Numerator Verified Voices, enabling quick insights from verified shoppers for informed decisions. ##### Cons - Users experience **survey issues** due to inflexible credit systems and challenges in obtaining test links and sample sizes. - Users find Numerator Verified Voices to be **significantly more expensive** compared to other DIY survey platforms. - Users desire greater **customization options** for chart appearances in Numerator Verified Voices reports. - Users find Numerator Verified Voices has **limited features** compared to other survey platforms, but still useful with expertise. - Users find the **limited options for question types** restrict their ability to perform thorough surveys and logic branching. #### What Are Recent G2 Reviews of Numerator Verified Voices? **["Rich Verified Shopper Insights with Fast Deployment and Clear Visualizations"](https://www.g2.com/survey_responses/numerator-verified-voices-review-13130301)** **Rating:** 5.0/5.0 stars _— Courtney H._ [Read full review](https://www.g2.com/survey_responses/numerator-verified-voices-review-13130301) **["Credible Shopper Insights with an Intuitive Platform and Exceptional Support"](https://www.g2.com/survey_responses/numerator-verified-voices-review-12317488)** **Rating:** 5.0/5.0 stars _— Stephanie L._ [Read full review](https://www.g2.com/survey_responses/numerator-verified-voices-review-12317488) ### [Dedale Intelligence](https://www.g2.com/products/dedale-intelligence/reviews) Dedale Intelligence is a strategic intelligence platform that provides investors and corporate leaders with research and insights focused on the global software and technology industry. It operates in the field of market intelligence and due diligence services, specializing in B2B software and IT services. The platform is designed for professional investors, private equity firms, and executives who require in-depth analysis of technology categories and company performance. Dedale Intelligence combines quantitative research with qualitative, on-the-ground insights from industry professionals. Its core function is to help users understand the attractiveness of specific software categories, evaluate competitive positioning, and identify opportunities and risks related to technology investments. The solution addresses the need for objective, detailed, and structured intelligence in a sector characterized by rapid innovation and constant change. Key audiences for Dedale Intelligence include: Private equity buyout and growth deal teams. Corporate development and strategy departments in technology companies. Family offices and professional investors evaluating software opportunities. Executives and entrepreneurs seeking competitive benchmarking. Typical use cases include supporting investment due diligence, informing strategic planning, analyzing software category dynamics, and benchmarking companies against best practices. The platform’s structured approach allows decision-makers to move beyond high-level market data and gain a deeper understanding of how leading technology businesses operate and scale. Main features and value propositions of Dedale Intelligence include: Category analysis: structured research on horizontal and vertical software markets, including size, growth, and competitive dynamics. Executive community insights: access to perspectives from thousands of technology executives and industry professionals worldwide. Investment decision support: objective assessments of company attractiveness, scalability, and operational strengths. Benchmarking and best practices: comparisons that highlight winning strategies and execution models in software. Actionable intelligence: research outputs designed to inform both short-term deal evaluation and long-term strategic planning. In summary, Dedale Intelligence is a specialized intelligence solution that helps investors and executives navigate the complexity of the software and technology landscape. By combining analytical rigor with community-driven insights, it provides users with an objective foundation for making informed strategic and investment decisions. **Average Rating:** 4.9/5.0 **Total Reviews:** 53 #### How Do G2 Users Rate Dedale Intelligence? - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10) - **Data Sources:** 8.3/10 (Category avg: 8.6/10) - **Advanced Data Collection:** 8.7/10 (Category avg: 8.2/10) - **Lead Enrichment:** 8.6/10 (Category avg: 8.0/10) #### Who Is the Company Behind Dedale Intelligence? - **Seller:** [Dedale Intelligence](https://www.g2.com/sellers/dedale-intelligence) - **Year Founded:** 2020 - **HQ Location:** N/A - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=3107904398c2b6d73b75b3d8144025e3389526e896ec9f18c384a59f72b62a17&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdedale-intelligence%2F&secure%5Burl_type%5D=linkedin_company_website) 443 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Financial Services, Information Technology and Services - **Company Size:** 55% Small, 28% Medium #### What Do G2 Reviewers Say About Dedale Intelligence? _AI-generated summary from verified user reviews_ ##### Pros - Users commend the **excellent communication** from Dedale Intelligence, ensuring a clear and professional experience throughout. - Users praise the **ease of use** of Dedale Intelligence, highlighting its intuitive design and seamless collaboration features. - Users commend the **exceptional customer support** of Dedale Intelligence, highlighting responsiveness and professionalism throughout the engagement. - Users commend the **efficient decision-making process** of Dedale Intelligence, enhancing their contributions and enriching discussions. - Users commend the **dynamic engagement** of Dedale Intelligence, fostering seamless connections and meaningful professional exchanges. ##### Cons - Users desire **more information** about the requirements, impacting their overall experience with Dedale Intelligence. - Users have experienced some **software glitches** initially, but updates have improved overall functionality over time. #### What Are Recent G2 Reviews of Dedale Intelligence? **["Strong Communication, Smooth Collaboration, and Fast Payments"](https://www.g2.com/survey_responses/dedale-intelligence-review-13134716)** **Rating:** 5.0/5.0 stars _— Grzegorz K._ [Read full review](https://www.g2.com/survey_responses/dedale-intelligence-review-13134716) **["Efficient Market Research Platform with Minor Streamlining Needs"](https://www.g2.com/survey_responses/dedale-intelligence-review-12796099)** **Rating:** 4.5/5.0 stars _— Bogdan R._ [Read full review](https://www.g2.com/survey_responses/dedale-intelligence-review-12796099) ### [Crunchbase](https://www.g2.com/products/crunchbase/reviews) Crunchbase defines predictive intelligence for private markets. We turn our proprietary data into private company forecasts that help your team spot emerging opportunities long before the competition. With predictions on funding, growth, exits, and risk grounded in best-in-class data, you gain the clarity to move early and win. **Average Rating:** 4.4/5.0 **Total Reviews:** 405 #### How Do G2 Users Rate Crunchbase? - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.1/10) - **Data Sources:** 8.0/10 (Category avg: 8.6/10) - **Advanced Data Collection:** 8.0/10 (Category avg: 8.2/10) - **Lead Enrichment:** 7.8/10 (Category avg: 8.0/10) #### Who Is the Company Behind Crunchbase? - **Seller:** [Crunchbase](https://www.g2.com/sellers/crunchbase) - **Company Website:** www.crunchbase.com - **Year Founded:** 2007 - **HQ Location:** San Francisco, CA - **Twitter:** @crunchbase 152,773 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b18233535adacaac98149e4b7e02a486d02331916af87ee5484ba5bf90321e3c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3557157%2F&secure%5Burl_type%5D=linkedin_company_website) 245 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Founder, Account Executive - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 56% Small, 28% Medium #### What Do G2 Reviewers Say About Crunchbase? _AI-generated summary from verified user reviews_ ##### Pros - Users find Crunchbase to be **easy to use** , streamlining prospecting with reliable information and efficient research tools. - Users value the **data accuracy** of Crunchbase, appreciating its up-to-date information and comprehensive resources for research. - Users find Crunchbase to be a **comprehensive data source** for deep research and insights into companies. - Users value the **comprehensive information** provided by Crunchbase, enhancing research and business development efforts effectively. - Users find Crunchbase's **thorough contact information** invaluable for company research and business development efforts. ##### Cons - Users find the **missing information** in Crunchbase limiting, particularly for non-US businesses and mid-market companies. - Users often face **outdated information** in Crunchbase, particularly affecting mid-market and non-US company profiles. - Users find the **pricing to be a downside** , as costs are high for essential insights and features. - Users feel the **outdated data** hinders comprehensive insights and timely information on investments and partnerships. - Users are frustrated by the **limited data** available for smaller or newer companies on Crunchbase, impacting their research. #### What Are Recent G2 Reviews of Crunchbase? **["A Market Research Powerhouse with Standout “Similar Companies” Insights"](https://www.g2.com/survey_responses/crunchbase-review-12786325)** **Rating:** 5.0/5.0 stars _— Hector G._ [Read full review](https://www.g2.com/survey_responses/crunchbase-review-12786325) **["Strong Tool for Company Research and Lead Generation"](https://www.g2.com/survey_responses/crunchbase-review-12859877)** **Rating:** 5.0/5.0 stars _— Yash M._ [Read full review](https://www.g2.com/survey_responses/crunchbase-review-12859877) #### What Are G2 Users Discussing About Crunchbase? - [What is Crunchbase used for?](https://www.g2.com/discussions/what-is-crunchbase-used-for) - 1 comment - [What is crunchbase pro?](https://www.g2.com/discussions/what-is-crunchbase-pro) - 1 comment - [How much does crunchbase enterprise cost?](https://www.g2.com/discussions/how-much-does-crunchbase-enterprise-cost) - 1 comment - [How much does crunchbase cost?](https://www.g2.com/discussions/how-much-does-crunchbase-cost) - 2 comments - [Is crunchbase any good?](https://www.g2.com/discussions/is-crunchbase-any-good) - 2 comments ### [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) Demandbase is the leading, enterprise-grade account-based GTM platform for sales and marketing teams designed to make every moment and every dollar count. Since creating the category in 2013, we have been pioneering technologies to sharpen revenue teams’ ability to confidently deliver the right message to the right customers at the right time. Powered by industry-leading data, our transparent and tunable AI-enhanced model, and integrations that meet your tech stack where it is, Demandbase helps you to take meaningful action confidently and efficiently. We know that there’s no such thing as ‘one-size- fits-all’ account-based marketing and sales. That’s why we built our platform to be flexible, easily handling dynamic GTM motions, nuanced business rules, and diverse integrations that others struggle with. Demandbase One™ is your account-based GTM command center, powering your entire revenue stack. Our AI-driven engine unifies first and third-party data, streamlines cross-channel execution, and connects the tools in your stack with the same data, insights, and workflows to accelerate your revenue. **Average Rating:** 4.4/5.0 **Total Reviews:** 1,941 #### How Do G2 Users Rate Demandbase One? - **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10) - **Data Sources:** 8.3/10 (Category avg: 8.6/10) - **Advanced Data Collection:** 8.4/10 (Category avg: 8.2/10) - **Lead Enrichment:** 8.4/10 (Category avg: 8.0/10) #### Who Is the Company Behind Demandbase One? - **Seller:** [Demandbase](https://www.g2.com/sellers/demandbase) - **Company Website:** www.demandbase.com - **Year Founded:** 2005 - **HQ Location:** San Francisco, CA - **Twitter:** @Demandbase 21,346 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=fbd6df6ae02e0de4dfedb3f639579bc9dbe447eab6e09932935521ae69a2dba8&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F89759%2F&secure%5Burl_type%5D=linkedin_company_website) 985 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Account Executive, Business Development Representative - **Top Industries:** Computer Software, Information Technology and Services - **Company Size:** 48% Medium, 32% Large #### What Do G2 Reviewers Say About Demandbase One? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **ease of use** of Demandbase One, enabling quick campaign launches and efficient audience targeting. - Users value the **comprehensive tools** in Demandbase One, which enhance clarity and efficiency across account management. - Users value the **variety of powerful tools** in Demandbase One that enhance account targeting and analytics effectively. - Users value the **unified data integration** of Demandbase One, enhancing targeted audience building and workflow efficiency. - Users value the **ability to combine intent and website traffic data** , enhancing decision-making across their organization. ##### Cons - Users find the **learning curve challenging** , often needing more training to fully utilize Demandbase One's features. - Users experience a **steep learning curve** that can be frustrating when navigating the extensive features of Demandbase One. - Users find the **complexity of reporting and customization** options can hinder optimal use of Demandbase One. - Users find the **learning difficulty** of Demandbase One challenging, especially for those lacking technical expertise during setup. - Users find Demandbase One to have a **difficult learning curve** that complicates initial usage and requires time to master. #### What Are Recent G2 Reviews of Demandbase One? **["Powerful Intent Data and Account Insights for B2B Account Prioritization"](https://www.g2.com/survey_responses/demandbase-one-review-12823589)** **Rating:** 4.5/5.0 stars _— Himanshu J._ [Read full review](https://www.g2.com/survey_responses/demandbase-one-review-12823589) **["Demandbase One: Powerful Targeting, Intent Insights, and Account-Level Visibility"](https://www.g2.com/survey_responses/demandbase-one-review-12742698)** **Rating:** 4.0/5.0 stars _— Nijat I._ [Read full review](https://www.g2.com/survey_responses/demandbase-one-review-12742698) #### What Are G2 Users Discussing About Demandbase One? - [As a beginner, how do I effectively use Demandbase One's account-based marketing feature for targeted campaigns?](https://www.g2.com/discussions/as-a-beginner-how-do-i-effectively-use-demandbase-one-s-account-based-marketing-feature-for-targeted-campaigns) - 1 upvote - [What is Demandbase ABM/ABX Cloud used for?](https://www.g2.com/discussions/what-is-demandbase-abm-abx-cloud-used-for) - [What does Insideview Data Integrity do?](https://www.g2.com/discussions/what-does-insideview-data-integrity-do) - [What is the use of Insideview Data Integrity?](https://www.g2.com/discussions/what-is-the-use-of-insideview-data-integrity) - [What does inside view do?](https://www.g2.com/discussions/what-does-inside-view-do) ### [Inven](https://www.g2.com/products/inven/reviews) Inven – AI for M&A Inven helps M&A teams see the full private market, map sectors in minutes, and find the targets others miss — across 28M+ companies. Trusted by 1,000+ investment banks, private equity firms, consultancies, and corporate development teams, Inven delivers traceable data, market-scale analysis, and decision-ready outputs. Join the world's leading M&A firms using Inven to: → Find 10× more relevant targets → Enrich hundreds of companies at one go → Map any market in minutes → Go from raw data to polished decks in a fraction of the time **Average Rating:** 4.7/5.0 **Total Reviews:** 101 #### How Do G2 Users Rate Inven? - **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10) - **Data Sources:** 8.8/10 (Category avg: 8.6/10) - **Advanced Data Collection:** 8.9/10 (Category avg: 8.2/10) - **Lead Enrichment:** 9.1/10 (Category avg: 8.0/10) #### Who Is the Company Behind Inven? - **Seller:** [Inven](https://www.g2.com/sellers/inven) - **Company Website:** inven.ai - **Year Founded:** 2022 - **HQ Location:** Helsinki, Uusimaa - **Twitter:** @inven\_ai 188 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=12f8f25942ce8f8f345b75de5da5512e8d0d286d576bcd42aa08f21ca93b9b25&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Finven-ai&secure%5Burl_type%5D=linkedin_company_website) 95 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Analyst - **Top Industries:** Venture Capital & Private Equity, Investment Banking - **Company Size:** 68% Small, 15% Medium #### What Do G2 Reviewers Say About Inven? _AI-generated summary from verified user reviews_ ##### Pros - Users find Inven's **ease of use** exceptional, allowing quick onboarding and effortless access to valuable data. - Users praise Inven's **efficient search functionality** , enabling quick identification of relevant companies and opportunities globally. - Users value the **integrated AI search functionality** of Inven, enhancing precision in targeting and uncovering opportunities. - Users commend Inven for its **effective target identification** , enabling strategic decisions through reliable insights and user-friendly interface. - Users appreciate the **time-saving capabilities** of Inven, finding it easy to use and efficient for projects. ##### Cons - Users report **inaccuracy in search results** , resulting in irrelevant companies and increased manual filtering time. - Users experience **company exclusion issues** due to inaccurate contact info and unsuitable companies being displayed. - Users find the **limited geographic coverage** restricts valuable financial insights across Europe, affecting data completeness and quality. - Users face **inadequate filtering** in Inven, leading to irrelevant results and increased manual search efforts. - Users find that **information can be outdated** , requiring manual verification and limiting trust in the database accuracy. #### What Are Recent G2 Reviews of Inven? **["Research has never been easier than with Inven"](https://www.g2.com/survey_responses/inven-review-11691808)** **Rating:** 5.0/5.0 stars _— Verified User in Cosmetics_ [Read full review](https://www.g2.com/survey_responses/inven-review-11691808) **["Powerful Data Insights for Business Searchers"](https://www.g2.com/survey_responses/inven-review-12511753)** **Rating:** 5.0/5.0 stars _— Sonia B._ [Read full review](https://www.g2.com/survey_responses/inven-review-12511753) ### [AppMagic](https://www.g2.com/products/appmagic/reviews) AppMagic is an accurate and easy-to-use tool for exploring mobile apps market. Access data on 15.1 million apps and 5.2 million publishers to gain a competitive edge, discover innovation, and boost your revenue. We simplify complex data into actionable insights with an intuitive interface. Whether you’re a developer, marketer, or publisher, AppMagic empowers you to make informed decisions that drive success. — Market Research: 20+ tools and 500+ tags for precise data selection. — UA Improvement: Over 230+ million creatives. — Product Analysis: A curated library of IAP monetization strategies and a LiveOps Calendar featuring expert commentary on top-grossing events. — Steam: 130K+ Steam titles and DLCs. Delivering data on Revenue, Downloads, DAU/MAU, and other metrics. **Average Rating:** 4.8/5.0 **Total Reviews:** 35 #### How Do G2 Users Rate AppMagic? - **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10) - **Data Sources:** 9.1/10 (Category avg: 8.6/10) - **Advanced Data Collection:** 8.8/10 (Category avg: 8.2/10) - **Lead Enrichment:** 8.5/10 (Category avg: 8.0/10) #### Who Is the Company Behind AppMagic? - **Seller:** [AppMagic](https://www.g2.com/sellers/appmagic) - **Year Founded:** 2016 - **HQ Location:** Tampa, Florida - **Twitter:** @AppMagic 11 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=44db256378a11cc477f0b3a4b1edb15e7ef4de5644440911964a4a5cc9b27d04&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdatamagic%2F&secure%5Burl_type%5D=linkedin_company_website) 88 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Computer Games - **Company Size:** 72% Small, 17% Medium #### What Do G2 Reviewers Say About AppMagic? _AI-generated summary from verified user reviews_ ##### Pros - Users appreciate the **ease of use** of AppMagic, enabling quick analysis and comparison of game performance effortlessly. - Users appreciate the **clean and fast charts** in AppMagic, which simplify market analysis and comparisons. - Users commend **AppMagic's user-friendly design** , making analytics accessible and effective for market research and game development. - Users love the **intuitive and user-friendly interface** of AppMagic, making data discovery and project insights effortless. - Users commend the **excellent customer support** of AppMagic, consistently helping them throughout their analytics journey. ##### Cons - Users find the **data inaccuracy** in AppMagic's retention estimates limits their ability to rely solely on the app. - Users suggest there are **improvements needed** in ad intelligence and data accuracy for a better experience. - Users note **low accuracy** in retention estimates and analytics, leading to reliance on additional services for better data. - Users find the **data inaccuracy** concerning for older Steam titles, though some expect improvements in the future. - Users feel that AppMagic has **limited features** , lacking ad platforms that restrict thorough competitive analysis and insights. #### What Are Recent G2 Reviews of AppMagic? **["AppMagic Makes Mobile Game Market Insights Fast, Clear, and Data-Driven"](https://www.g2.com/survey_responses/appmagic-review-12816943)** **Rating:** 4.5/5.0 stars _— Verified User in Computer Games_ [Read full review](https://www.g2.com/survey_responses/appmagic-review-12816943) **["Essential Tool for Mobile Game Market Research"](https://www.g2.com/survey_responses/appmagic-review-12482353)** **Rating:** 5.0/5.0 stars _— Mykola V._ [Read full review](https://www.g2.com/survey_responses/appmagic-review-12482353) ### [FactSet Workstation](https://www.g2.com/products/factset-workstation/reviews) The FactSet Workstation is a dynamic platform designed to empower financial professionals with seamless data access, advanced analytics, and intuitive technology. Integrating over 800 data sources across asset classes and markets, it consolidates crucial insights and elevates decision-making. Equipped with AI-powered tools, including smart search and chat features, the workstation simplifies complex workflows, enabling users to uncover insights quickly and improve collaboration. From research and portfolio construction to wealth management, the platform adapts to diverse needs, offering unparalleled configurability and real-time integration within existing workflows. With its focus on boosting productivity and streamlining processes, the FactSet Workstation is a solution built for success in fast-paced financial environments. For more information, visit www.factset.com. **Average Rating:** 4.2/5.0 **Total Reviews:** 69 #### How Do G2 Users Rate FactSet Workstation? - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.1/10) - **Data Sources:** 7.7/10 (Category avg: 8.6/10) - **Advanced Data Collection:** 7.5/10 (Category avg: 8.2/10) - **Lead Enrichment:** 7.1/10 (Category avg: 8.0/10) #### Who Is the Company Behind FactSet Workstation? - **Seller:** [FactSet Research Systems](https://www.g2.com/sellers/factset-research-systems) - **Company Website:** www.factset.com - **Year Founded:** 1978 - **HQ Location:** Norwalk, CT - **Twitter:** @FactSet 121,234 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=725d8705ca37c8ba17fb26f365cbc985f0ed0413f4f9692a2c4df7c24a6b1818&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F163755%2F&secure%5Burl_type%5D=linkedin_company_website) 15,218 employees on LinkedIn® #### Who Uses This Product? - **Top Industries:** Financial Services, Investment Management - **Company Size:** 45% Small, 28% Medium #### What Do G2 Reviewers Say About FactSet Workstation? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **ease of use and convenience** of FactSet Workstation, appreciating its comprehensive data and simple layout. - Users appreciate the **abundance of historical financial data** provided by FactSet, enhancing their research capabilities significantly. - Users value the **customization options** in FactSet Workstation, enhancing research capabilities and team collaboration effectively. - Users find the **ease of use** of FactSet Workstation impressive, with essential tools centralized for efficient equity research. - Users value the **comprehensive historical financial data** of FactSet, enhancing research efficiency and simplifying analysis. ##### Cons - Users find **poor usability** in FactSet Workstation, struggling with clunky APIs and repetitive alerts affecting their workflow. - Users find the **complexity of existing reports** in FactSet limits potential improvements and user adaptability. - Users experience **data inaccuracies** with FactSet Workstation, including clunky Excel API and erroneous date filings. - Users find the **difficult navigation** of FactSet cumbersome, making it hard to locate specific information quickly. - Users note occasional **inaccuracies in EV calculations** , particularly related to payment space and cash treatment. #### What Are Recent G2 Reviews of FactSet Workstation? **["Easy-to-Navigate Platform with Fast, Excel-Integrated Workbooks and Helpful Support"](https://www.g2.com/survey_responses/factset-workstation-review-13371756)** **Rating:** 4.5/5.0 stars _— Verified User in Investment Banking_ [Read full review](https://www.g2.com/survey_responses/factset-workstation-review-13371756) **["Straightforward to Use, Versatile Excel Formulas, and Accurate Data"](https://www.g2.com/survey_responses/factset-workstation-review-13343885)** **Rating:** 5.0/5.0 stars _— Sean ._ [Read full review](https://www.g2.com/survey_responses/factset-workstation-review-13343885) #### What Are G2 Users Discussing About FactSet Workstation? - [Does FactSet have an app?](https://www.g2.com/discussions/does-factset-have-an-app) - [What is a research management system?](https://www.g2.com/discussions/what-is-a-research-management-system) - 1 comment - [What is FactSet RMS?](https://www.g2.com/discussions/what-is-factset-rms) - 1 comment - [What does FactSet Research Systems do?](https://www.g2.com/discussions/what-does-factset-research-systems-do) ### [Yext](https://www.g2.com/products/yext/reviews) Yext — Enterprise Agentic Marketing Platform Yext is the enterprise agentic marketing platform for multi-location brands that need to win across both AI and traditional search. AI is reshaping how customers discover brands. They're not just searching Google. They're asking ChatGPT, Gemini, Perplexity, and Grok — and the brands that show up in those responses are the ones with verified, structured data distributed to the right places. Yext is built to make that happen at enterprise scale. What Yext does Yext delivers three core capabilities from one platform. Scout, Yext's visibility intelligence engine, analyzes 10 billion signals across four AI models and more than 12 million business locations. Every scan surfaces 150 visibility metrics across 20 competitors, down to the location level, so marketing leaders know exactly where they're losing and why — across both AI and traditional search. The Yext Knowledge Graph is the verified source of truth for every location in a brand's portfolio. Data agents maintain it automatically, connecting data across sources, verifying it at scale, and resolving inconsistencies before they reach a customer. When AI models generate responses about your brand, they pull from this verified record. Content generation agents create on-brand content across every channel from verified brand data: local pages, social posts and replies, review campaigns and responses, and email and SMS campaigns. Distribution agents syndicate that content and data in real time to LLMs, voice assistants, listings, maps, social and review platforms, and email — with no aggregator in between. What Yext pushes is what AI and search engines actually see and trust. Who it's for Yext is built for CMOs, SVPs, and VPs of marketing at multi-location enterprise brands in financial services, healthcare, retail, hospitality, and food. If your brand competes at the local level and needs to show up accurately and consistently across AI and traditional search, Yext is built for you. Why Yext Most platforms deliver insight or distribution, not both. Yext closes the loop — from competitive intelligence to verified data to agentic content creation and real-time distribution — in one system with no disconnected tools and no aggregator delays. Thousands of brands trust Yext, including top US banks, leading hospital systems, and the world's largest restaurant and retail chains. **Average Rating:** 4.4/5.0 **Total Reviews:** 1,091 #### How Do G2 Users Rate Yext? - **Has the product been a good partner in doing business?:** 8.7/10 (Category avg: 9.1/10) - **Data Sources:** 5.5/10 (Category avg: 8.6/10) - **Advanced Data Collection:** 4.8/10 (Category avg: 8.2/10) - **Lead Enrichment:** 4.5/10 (Category avg: 8.0/10) #### Who Is the Company Behind Yext? - **Seller:** [Yext](https://www.g2.com/sellers/yext) - **Company Website:** www.yext.com - **Year Founded:** 2006 - **HQ Location:** New York - **Twitter:** @yext 21,811 Twitter followers - **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=98acc97eae887b263557e152faff38f7c2d8480bd93436a7dcac0628d2d9eb7f&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F515401%2F&secure%5Burl_type%5D=linkedin_company_website) 2,489 employees on LinkedIn® #### Who Uses This Product? - **Who Uses This:** Marketing Manager, Digital Marketing Manager - **Top Industries:** Financial Services, Hospital & Health Care - **Company Size:** 37% Large, 30% Medium #### What Do G2 Reviewers Say About Yext? _AI-generated summary from verified user reviews_ ##### Pros - Users value the **ease of use** of Yext, appreciating its organized interface and helpful customer service. - Users find Yext to be **incredibly helpful** for maintaining consistency and quickly managing online business information. - Users value the **centralized management** of Yext, making it effortless to maintain accurate business information across platforms. - Users commend the **helpful customer support** of Yext, always providing quick solutions and guidance for inquiries. - Users love Yext for its **ease of use** , quick updates, and streamlined management of online business information. ##### Cons - Users find Yext to have a **complex usability** that necessitates a challenging learning curve and can be frustrating. - Users find the **learning curve challenging** , yet appreciate helpful support and documentation for assistance. - Users experience a **difficult learning curve** with Yext, finding navigation and edits challenging and sometimes unclear. - Users find **difficult navigation** in Yext, especially with complex filters and editing that can frustrate first-time users. - Users feel the **limited features** of Yext hinder customization and can complicate the user experience for newcomers. #### What Are Recent G2 Reviews of Yext? **["Yext: A Robust Platform for SEO Clients"](https://www.g2.com/survey_responses/yext-review-12810984)** **Rating:** 5.0/5.0 stars _— Ben H._ [Read full review](https://www.g2.com/survey_responses/yext-review-12810984) **["Transparent Listings Management with Industry-Leading Publisher Reach"](https://www.g2.com/survey_responses/yext-review-12638314)** **Rating:** 5.0/5.0 stars _— Liz J._ [Read full review](https://www.g2.com/survey_responses/yext-review-12638314) #### What Are G2 Users Discussing About Yext? - [What is Yext used for?](https://www.g2.com/discussions/yext-what-is-yext-used-for) - [What does Yext do?](https://www.g2.com/discussions/what-does-yext-do) - 3 comments - [Is YEXT worth the cost?](https://www.g2.com/discussions/is-yext-worth-the-cost) - 4 comments - [What does YEXT cost?](https://www.g2.com/discussions/what-does-yext-cost) - [What is YEXT used for?](https://www.g2.com/discussions/what-is-yext-used-for) - 2 comments - ‹ Prev ‹ Prev - 1 - [2](/categories/market-intelligence?order=g2_score&page=2#product-list) - [3](/categories/market-intelligence?order=g2_score&page=3#product-list) - [4](/categories/market-intelligence?order=g2_score&page=4#product-list) - [5](/categories/market-intelligence?order=g2_score&page=5#product-list) - … - [23](/categories/market-intelligence?order=g2_score&page=23#product-list) - [24](/categories/market-intelligence?order=g2_score&page=24#product-list) - [Next › Next ›](/categories/market-intelligence?order=g2_score&page=2#product-list) Spotlight Categories [Application Performance Monitoring (APM) Tools](https://www.g2.com/categories/application-performance-monitoring-apm) [Corporate Performance Management (CPM) Software](https://www.g2.com/categories/corporate-performance-management-cpm) [Customer Communications Management Software](https://www.g2.com/categories/customer-communications-management) [Employee Recognition Software](https://www.g2.com/categories/employee-recognition) [Enterprise Risk Management (ERM) Software](https://www.g2.com/categories/enterprise-risk-management-erm) Similar Categories - [Account-Based Marketing](/categories/account-based-marketing) - [Affiliate Marketing](/categories/affiliate-marketing) - [App Store Optimization](/categories/app-store-optimization) - [Audience Intelligence Platforms](/categories/audience-intelligence-platforms) - [B2B Services Review Platforms](/categories/b2b-services-review-platforms) - [Blogger Outreach](/categories/blogger-outreach) - [Book Marketing Tools](/categories/book-marketing-tools) - [Brand Intelligence](/categories/brand-intelligence) - [Consumer Insights Platforms](/categories/consumer-insights-platforms) - [Consumer Video Feedback](/categories/consumer-video-feedback) - [Content Curation](/categories/content-curation) - [Content Marketing](/categories/content-marketing) - [Conversational Marketing](/categories/conversational-marketing) - [Conversion Rate Optimization Tools](/categories/conversion-rate-optimization-tools) - [Customer Data Platform (CDP)](/categories/customer-data-platform-cdp) [Browse Market Intelligence Themes](/categories/market-intelligence/themes) ![Alanna Iwuh](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Alanna Iwuh") A Researched and written by [Alanna Iwuh](https://research.g2.com/insights/author/alanna-iwuh) Updated October 3, 2024 Market intelligence software gathers publicly available and/or client-focused market information to better understand the customer and their behavior. The data can be collected from sources that focus on understanding specific trends or insights over a market or consumer industry rather than a specific business or individual company. Market intelligence solutions are most commonly used by a variety of marketing or sales personas to establish lists of broad or segmented market data and insights to better direct company strategy. It’s important to note that there is a key difference between market intelligence software and [competitive intelligence software](https://www.g2.com/categories/competitive-intelligence). Market intelligence is specifically focused on the consumer as opposed to competitive intelligence, which is business focused. Competitive intelligence is gathered strictly to understand and analyze competitors. These can work in tandem with [sales intelligence software](https://www.g2.com/categories/sales-intelligence) since sales intelligence can be used for prospecting and is often integrated with a market or competitive intelligence product. To qualify for inclusion in the Market Intelligence category, a product must: - Gather and organize market-focused data from a variety of sources - Leverage collected data to analyze segmented market trends, or customer monitoring - Ensure accuracy and quality of information - Provide actionable insights or direction about markets or market share Top Tools at a Glance | Product | Best for | User Review | | --- | --- | --- | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_048b8fdce261b3a16720698a09ea8bb9/semrush.png "Product Avatar Image")](https://www.g2.com/products/semrush/reviews)[Semrush](https://www.g2.com/products/semrush/reviews)[4.4/5(4,033)](https://www.g2.com/products/semrush/reviews) | Keyword and competitor SEO intelligence | "Semrush delivers great SEO/AI Insights with brilliant support" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_0fe1247bb1ae3d476bf6e9dbd470cf7d/gtm-workspace-powered-by-zoominfo.png "Product Avatar Image")](https://www.g2.com/products/gtm-workspace-powered-by-zoominfo/reviews)[GTM Workspace - 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Comprehensive, Concise, and Cutting-Edge" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_b946c402d6773fa031b66eec1682b15c/g2.png "Product Avatar Image")](https://www.g2.com/products/g2/reviews)[G2 Marketing Solutions](https://www.g2.com/products/g2/reviews)[4.6/5(5,842)](https://www.g2.com/products/g2/reviews) | Buyer intent signals with competitive review intelligence | "G2 Marketing Solutions: Strong Partnership That Delivers Customer Proof Points" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_7d5f64ec44c00dcdfc398f05a0238f6f/apify%282%29.png "Product Avatar Image")](https://www.g2.com/products/apify/reviews)[Apify](https://www.g2.com/products/apify/reviews)[4.7/5(597)](https://www.g2.com/products/apify/reviews) | Automated web scraping for competitive intelligence | "Proxies and billing included, customer run logs missing" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_1bc31cfaa3db34efccf0e9f8c718f9b2/perplexity.jpg "Product Avatar Image")](https://www.g2.com/products/perplexity/reviews)[Perplexity](https://www.g2.com/products/perplexity/reviews)[4.4/5(348)](https://www.g2.com/products/perplexity/reviews) | Cited research synthesis across live sources | "Fast, Source-Driven Research with Room for Improvement" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_1a6598bfe80365bc32c2919ad9ca3d6b/numerator-verified-voices.png "Product Avatar Image")](https://www.g2.com/products/numerator-verified-voices/reviews)[Numerator Verified Voices](https://www.g2.com/products/numerator-verified-voices/reviews)[4.5/5(88)](https://www.g2.com/products/numerator-verified-voices/reviews) | Receipt-verified consumer surveys for purchase behavior | "Rich Verified Shopper Insights with Fast Deployment and Clear Visualizations" | | [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_1a6b584bd1799db958e41e25fee4d400/dedale-intelligence.png "Product Avatar Image")](https://www.g2.com/products/dedale-intelligence/reviews)[Dedale Intelligence](https://www.g2.com/products/dedale-intelligence/reviews)[4.9/5(53)](https://www.g2.com/products/dedale-intelligence/reviews) | Expert-sourced intelligence on emerging B2B software | "Strong Communication, Smooth Collaboration, and Fast Payments" | * * * Show More ### Market Intelligence Topics - [What is Market Intelligence Software?](#what-is-market-intelligence-software) - [What are the Common Features of Market Intelligence Software?](#what-are-the-common-features-of-market-intelligence-software) - [What are the Benefits of Market Intelligence Software?](#what-are-the-benefits-of-market-intelligence-software) - [Who Uses Market Intelligence Software?](#who-uses-market-intelligence-software) - [Challenges with Market Intelligence Software](#challenges-with-market-intelligence-software) - [How to Buy Market Intelligence Software](#how-to-buy-market-intelligence-software) [ ### Market Intelligence Topics Expand/Collapse ](#) - [What is Market Intelligence Software?](#what-is-market-intelligence-software) - [What are the Common Features of Market Intelligence Software?](#what-are-the-common-features-of-market-intelligence-software) - [What are the Benefits of Market Intelligence Software?](#what-are-the-benefits-of-market-intelligence-software) - [Who Uses Market Intelligence Software?](#who-uses-market-intelligence-software) - [Challenges with Market Intelligence Software](#challenges-with-market-intelligence-software) - [How to Buy Market Intelligence Software](#how-to-buy-market-intelligence-software) ## Learn More About Market Intelligence Software ### What is Market Intelligence Software? Market intelligence software gathers publicly available or client-focused market information to understand customers and their behavior better. The software can collect data from sources focusing on understanding specific trends or insights from a market or consumer industry rather than one particular business or company.  At its core, this software uses the multiple sources of information mentioned to gather a broad picture of a company’s market and customers to segment it to understand growth potential. This type of profile provides companies with a complete view of current and potential customers, identifies market opportunities, and informs decision-making. Market intelligence software is purely for understanding the customer and how best to understand their needs. Various marketing or sales personas most commonly use market intelligence solutions to establish lists of broad or segmented market data and insights to better direct company marketing strategy. It’s important to note that there is a key difference between market intelligence software and [competitive intelligence software](https://www.g2.com/categories/competitive-intelligence). Market intelligence focuses on the consumer as opposed to competitive intelligence, which focuses on a business. Competitive intelligence is gathered strictly to understand and analyze competitors. These can work in tandem with [sales intelligence software](https://www.g2.com/categories/sales-intelligence) since this software can be used for prospecting and is often integrated with a market or competitive intelligence product. ### What are the Common Features of Market Intelligence Software? The following are some core features within market intelligence tools that can help users understand if it’s right for them. **Gather and organize market-focused data:** The software can collect data from publicly available data. It can be related to education, finance, tourism, etc. All this data is aggregated into a more digestible view to be used by marketers or sales personas. **Analyze segmented market trends or monitor customers:** After the data from various public sources and demographics is captured, it has to be analyzed. Market intelligence tools offer the ability to get this info from its largest and most complicated form into actionable intelligence to drive clear segmentation and strategy. **Provide insights on the market or market share:** Users can better understand their target market once the segmentation or strategy becomes clear. Making campaign or marketing decisions becomes easier, leaving much of the targeting guesswork out of the equation. ### What are the Benefits of Market Intelligence Software? The following are the benefits of market intelligence software. **A deeper understanding of the customer:** Market opportunities don’t come clearly. Especially when the metrics for success vary by demographic. The buyer will need to know your customer to have an advantage over a competitor and better direct the overall strategy in the existing market. **Segmentation at its best:** By using real-time and data-driven market intelligence, the segmentation of personas will be clearer than ever. To find the best-tailored offering for a target market, it’s crucial to identify its relevant segments firmly. These data points can be found within the market research gathering capabilities and sorted into said segments. **Defining marketing strategies:** Better market share win means a clearer understanding of the client. When it comes to the decision making or direction of further marketing strategy, the buyer can use this intelligence to cut out the noise and get directly to what matters. ### Who Uses Market Intelligence Software? **Marketing professionals:** Market intelligence was collected using focus groups from various demographics in the past. Now market intelligence data is at the fingertips of marketing professionals to better hone their marketing campaigns to penetrate new markets or focus on retention. **Sales teams:** Account executives or business development reps often use market intelligence to gain a better market understanding of potential customers. It can also come in handy when forecasting future opportunities. ### Challenges with Market Intelligence Software Software solutions can come with their own set of challenges.  **It can often be confused with competitive intelligence:** It’s crucial to distinguish that market insights come from specific market segmentation of a customer and their behavior. Competitive intelligence is strictly for data regarding company landscapes and not trends, markets, or segments. **Distributing in-depth insights:** While collecting market intelligence, a lot of information is gathered. Finding the information through market analysis and messaging can be challenging. Use relevant datasets that will work best in your existing market. ### How to Buy Market Intelligence Software #### Requirements Gathering (RFI/RFP) for Market Intelligence Software For market intelligence products, the requirement should be that the software gathers publicly available and client-focused market information to understand the customer and their behavior better. #### Compare Market Intelligence  Software Products **Create a long list** Buyers must start by understanding which products won’t be a good fit. The next step is to compile the market intelligence features that would be essential, such as having a focus on client focus data or segments of customer behavior and customer feedback. If there’s one specific thing from a product that others don’t have but isn’t critical to the business goals, buyers can consider leaving that product behind to find one that checks all the boxes. **Create a short list** Once a primary selection of features is made of needs and wants, buyers must start identifying products that fit into this mold and ensure that these products meet all requirements essential to the key business objectives. Once the options have been narrowed down, businesses should consider reviews and objective third-party analysis.  **Conduct demos** There may be an option to take part in a free trial, usually ranging from a week to a month of use, to help make the decision. Often after the trial period, most market intelligence vendors will include a tiered pricing plan that best suits the needs and size of a business. It’s essential during the demo period to make a list of questions that are crucial to the buyer's purchase decisions so that one can review them with the sales contact. #### Selection of Market Intelligence Software **Choose a selection team** Unless the decision is made to use the free product version, internal stakeholders, such as immediate managers or department heads, must be included in this purchase. They will direct the strategy, and to collaborate effectively, they will need visibility over cost and implementation. Buyers should also consider the cost of a market intelligence tool and the implementation time.  **Negotiation** Most of these products won’t require negotiation, but that doesn’t mean buyers should compromise on features, add-ons, or services. If a specific feature might cost extra but garner better results, buyers should consider it and try to include it in a package for the basic cost.  **Final decision** The buyer should make the purchase decision with business goals and budget top of mind. It is important to align all internal parties on how this purchase or addition will benefit the business.