# Best Market Intelligence Software with Advanced Data Collection Capabilities

## How Many Market Intelligence Software Products Does G2 Track?

**Total Products under this Category:** 312

### Category Stats (Aug 2026)

- **Average Rating:** 4.52/5 The average rating of products in this category, based on all submitted ratings
- **Top Trending Product:** Glow (+2.02%) - Among all products in this category, Glow recorded the largest rating increase compared to last month

_Last updated: August 04, 2026_

## How Does G2 Rank Market Intelligence Software Products?

**Why You Can Trust G2's Software Rankings:**

- 30 Analysts and Data Experts
- 34,100+ Authentic Reviews
- 312+ 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=1578414&focus%5B%5D=1305806)

Highlighted products: Semrush, GTM Workspace - Powered by ZoomInfo, Similarweb, AlphaSense, G2 Marketing Solutions, Apify, Numerator Verified Voices, and Perplexity.

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=numerator-verified-voices&focus%5B%5D=perplexity)

**Sponsored**

### GTM Workspace - Powered by ZoomInfo

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.

[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=2026-08-18T01%3A07%3A05Z&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=577&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%2Ff%2Fadvanced-data-collection&secure%5Btoken%5D=e31d43434ac0c29c7915476cb11d67296cbb2402719f687fd7f397964dbc5562&secure%5Burl%5D=https%3A%2F%2Fwww.zoominfo.com%2Foffers%2Fmarket-intelligence%3Fcamp_id%3D7017y000023VnhgAAC%26utm_source%3DG2%26utm_medium%3DG2clicks%26utm_campaign%3DWorkspace_MarketIntelligence_NB-All_G2_NA_US%26utm_content%3DFT%26offer%3Dfree_trial&secure%5Burl_type%5D=custom_url)

### [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:** 8,875

#### 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?

**["Essential workspace for modern Account Executives"](https://www.g2.com/survey_responses/gtm-workspace-powered-by-zoominfo-review-13263270)**

**Rating:** 5.0/5.0 stars

_— Niraimozhi C._

[Read full review](https://www.g2.com/survey_responses/gtm-workspace-powered-by-zoominfo-review-13263270)

**["Efficient Sales Intelligence Solution - A Review of ZoomInfo SalesOS"](https://www.g2.com/survey_responses/gtm-workspace-powered-by-zoominfo-review-8748490)**

**Rating:** 5.0/5.0 stars

_— Aishwarya K._

[Read full review](https://www.g2.com/survey_responses/gtm-workspace-powered-by-zoominfo-review-8748490)

#### 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:** 1,163

#### 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)

### [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:** 403

#### 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?

**["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)

**["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)

#### 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

### [Contify](https://www.g2.com/products/contify/reviews)

Contify is an AI-native Market and Competitive Intelligence platform that provides decision-ready insights about your market, industry, competitors, key accounts, and other strategic entities. We enable organization-wide teams to make faster, more confident decisions and respond to competitors with greater agility. Recognized by Forrester and Gartner, Contify provides businesses with highly relevant, timely, and role-specific insights to enhance enterprise decision-making agility and promote sustained growth. Intelligence is sourced from over 1 Mn+ vetted external sources, including news, company websites, SEC filings, social media, and custom sources such as regulatory portals, review sites, job boards, and more. Data can also be integrated from internal sources like SharePoint, Gong, Slack, MS Teams, and Email. Key capabilities include: 1. Dashboards and battlecards: Access auto-updating intelligence dashboards and battlecards tailored for each function and strategic priority. Identify new trends, spot market shifts, and effectively counter competitors in sales conversations with tailored insights. 2. Automated market and competitor insights: Get continuously updated context-rich market and competitor insights, enabling you to focus solely on strategic interpretation rather than manually synthesizing data. 3. Ask Athena AI assistant: Get instant, context-aware answers to your intelligence queries grounded on verified external market intelligence and your internal data with Ask Athena. 4. Intelligence newsletters and alerts: Get analyst-curated newsletters with the most relevant updates on your market landscape, including strategic insights and real-time alerts of events as they happen, so you can stay informed. 5. Multilingual content: Access global intelligence coverage with auto-translated English content from 117+ languages taken from over 200,000 non-English sources. With Contify, businesses track market forces beyond their direct competitors, access noise-free real-time market signals, and gain specific contextual insights to avoid unequal access and intel silos.

**Average Rating:** 4.5/5.0

**Total Reviews:** 116

#### How Do G2 Users Rate Contify?

- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.1/10)
- **Data Sources:** 8.9/10 (Category avg: 8.6/10)
- **Advanced Data Collection:** 8.1/10 (Category avg: 8.2/10)
- **Lead Enrichment:** 7.2/10 (Category avg: 8.0/10)

#### Who Is the Company Behind Contify?

- **Seller:** [Contify](https://www.g2.com/sellers/contify)
- **Year Founded:** 2009
- **HQ Location:** Vermont, United States
- **Twitter:** @contify  
358 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=89f5a6d15dfc3e817e4060df7340a8fb8777e02732bc89168d84167cab7603f0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F399054%2F&secure%5Burl_type%5D=linkedin_company_website)  
387 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Manager, Analyst
- **Top Industries:** Management Consulting, Pharmaceuticals
- **Company Size:** 40% Large, 33% Small

#### What Do G2 Reviewers Say About Contify?

_AI-generated summary from verified user reviews_

##### Pros

- Users find **Contify easy to use** , appreciating its automation features and intuitive interface for streamlined analysis.
- Users value the **efficiency gains and intelligence insights** from Contify, enhancing their sales and strategy efforts significantly.
- Users appreciate the **real-time news updates** from Contify, enhancing efficiency and aiding in market analysis and opportunities.
- Users value the **efficiency gains** from Contify, appreciating its automated competitor and market insights significantly improving their workflow.
- Users commend the **exceptional customer support** of Contify, highlighting proactive engagement and effective problem resolution.

##### Cons

- Users desire **improved UX** in Contify, specifically for shortened summaries and enhanced visual updates in dashboards.
- Users note the **repetitive news content** from various sources, leading to a lack of diversity in information.
- Users find the **pricing to be higher** than expected due to bundled features that exceed their needs.
- Users find the **learning curve challenging** , requiring time to familiarize themselves with the platform's extensive features.
- Users find the **pricing issues** of Contify limiting, as the bundled services exceed their budget and requirements.

#### What Are Recent G2 Reviews of Contify?

**["Robust Market, Competitor Monitoring and Efficient Integration"](https://www.g2.com/survey_responses/contify-review-11206335)**

**Rating:** 5.0/5.0 stars

_— Abhijeet S._

[Read full review](https://www.g2.com/survey_responses/contify-review-11206335)

**["Contify Makes Competitive Intelligence Easy to Scan with Smart Filtering and Customized Search"](https://www.g2.com/survey_responses/contify-review-12961564)**

**Rating:** 4.5/5.0 stars

_— Verified User in Manufacturing_

[Read full review](https://www.g2.com/survey_responses/contify-review-12961564)

#### What Are G2 Users Discussing About Contify?

- [What is Contify used for?](https://www.g2.com/discussions/what-is-contify-used-for) - 1 comment

### [aytm](https://www.g2.com/products/aytm/reviews)

aytm is a consumer insights and market research platform that combines survey design, a proprietary respondent panel, AI-powered analysis, and real-time reporting in a single system. Researchers, brand leaders, product managers, and brand strategists use aytm to design studies, collect consumer data, and deliver actionable findings without coordinating across multiple vendors or tools. The platform supports the full research lifecycle: from survey authoring with built-in methodology (including MaxDiff, conjoint analysis, discrete choice, Van Westendorp, and concept testing frameworks) to fielding through PaidViewpoint, aytm's proprietary panel of 100M+ respondents across 50+ countries. A trust-score system verifies respondent quality at the panel level, reducing fraud and improving the reliability of longitudinal data. Skipper, aytm's AI research suite, assists at every stage of the research process. Skipper Draft generates methodology-guided survey drafts from a research brief. Skipper Explore surfaces key findings, significance, and trends from completed studies. Skipper Autocode transforms open-ended responses into coded themes. Skipper Translate supports survey translation across 40+ languages for global research. Conversation AI conducts AI-moderated qualitative interviews at quantitative scale, combining the depth of qualitative exploration with the structure of coded, analyzable data. aytm offers flexible engagement models tailored to how teams work. Self-serve users get full platform access with AI assistance at every step. Assisted engagements pair the user's research strategy with aytm's team for execution, programming, and analysis. Full-service engagements handle everything from study design to final deliverable. Xpert solutions provide custom research programs designed by PhD-level research scientists for high-stakes challenges. Teams can blend models and transition between them as their research needs evolve. The platform is SOC 2 Type II certified, GDPR and CCPA compliant, and supports SAML 2.0 SSO, role-based access controls, and API access. Research data is never used to train public AI models. Lighthouse Academy, aytm's training and certification program, supports onboarding and ongoing skill development for customer teams. Organizations across consumer goods, retail, financial services, and other sectors use aytm for concept tests, brand trackers, pricing studies, customer segmentation, ad effectiveness research, and path-to-purchase analysis within a single, secure infrastructure.

**Average Rating:** 4.6/5.0

**Total Reviews:** 23

#### How Do G2 Users Rate aytm?

- **Has the product been a good partner in doing business?:** 8.3/10 (Category avg: 9.1/10)
- **Data Sources:** 10.0/10 (Category avg: 8.6/10)
- **Advanced Data Collection:** 10.0/10 (Category avg: 8.2/10)

#### Who Is the Company Behind aytm?

- **Seller:** [aytm](https://www.g2.com/sellers/aytm)
- **Company Website:** aytm.com
- **Year Founded:** 2009
- **HQ Location:** Mt. Laurel, US
- **Twitter:** @AskYTM  
2,397 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=ba0bfac0e443a3272091475abe246c5c08b2374e5c318361b1fc4dcb20f6e4a2&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Faytm%2F&secure%5Burl_type%5D=linkedin_company_website)  
194 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 46% Medium, 31% Small

#### What Do G2 Reviewers Say About aytm?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **targeting and analytics** features of AYTM, enabling precise audience segmentation and flexible survey building.
- Users appreciate the **ease of use** of AYTM, thanks to its flexible survey builder and robust reporting tools.
- Users value the **efficiency** of AYTM, benefiting from advanced targeting and flexible survey building features.
- Users appreciate the **targeting and analytics capabilities** of AYTM, which enable highly specific audience segmentation.
- Users value the **flexibility** of AYTM, which enhances audience targeting and allows for advanced survey customization.

##### Cons

- Users find the **platform's complexity** challenging, especially for non-tech users navigating research methodologies.
- Users find the platform **difficult to learn** , especially for non-tech users navigating research methodologies.
- Users find the pricing of AYTM to be **expensive** , which may be a barrier for some potential users.
- Users find the platform **not user-friendly** , especially for those unfamiliar with research methodologies.

#### What Are Recent G2 Reviews of aytm?

**["Turning Survey Responses Into Meaningful Insights"](https://www.g2.com/survey_responses/aytm-review-12894361)**

**Rating:** 5.0/5.0 stars

_— Ishan S._

[Read full review](https://www.g2.com/survey_responses/aytm-review-12894361)

**["Agile Customer Research with Fast Insights and an Intuitive Workflow"](https://www.g2.com/survey_responses/aytm-review-13238800)**

**Rating:** 4.0/5.0 stars

_— Muhammed A._

[Read full review](https://www.g2.com/survey_responses/aytm-review-13238800)

#### What Are G2 Users Discussing About aytm?

- [What is AYTM used for?](https://www.g2.com/discussions/what-is-aytm-used-for)

### [Crayon](https://www.g2.com/products/crayon-crayon/reviews)

Crayon is the Competitive Enablement Platform that helps revenue teams win more competitive deals by preparing sellers for the moments that determine outcomes. Every deal is made up of competitive moments — how a rep handles an objection, positions against a competitor, or follows up with differentiated messaging. Crayon helps teams define how to win in those moments and deliver that guidance directly within seller workflows. Hundreds of companies including Gong, TriNet, and DocuSign use Crayon to capture real-time insights across their competitive landscape — from the web as well as from buyers, sellers, and deals. Powered by AI & competitive agents, Crayon automatically organizes and analyzes competitive intelligence, turning raw insights into actionable enablement. Crayon helps teams: - Monitor and track competitor activity across digital channels - Capture field intelligence from sales conversations - Generate structured competitive outputs, including battlecards - Deliver competitive guidance in tools like Salesforce, Sales Enablement tools and Slack & Teams - Analyze competitive performance to understand what drives wins By combining automated intelligence with in-workflow delivery, Crayon enables teams to operationalize competitive strategy and equip sellers with credible guidance in the moments that matter most. To learn more about Crayon, visit www.crayon.co or take a product tour of Crayon here: http://bit.ly/471jInP

**Average Rating:** 4.6/5.0

**Total Reviews:** 385

#### How Do G2 Users Rate Crayon?

- **Has the product been a good partner in doing business?:** 9.7/10 (Category avg: 9.1/10)
- **Data Sources:** 8.7/10 (Category avg: 8.6/10)
- **Advanced Data Collection:** 8.4/10 (Category avg: 8.2/10)
- **Lead Enrichment:** 8.1/10 (Category avg: 8.0/10)

#### Who Is the Company Behind Crayon?

- **Seller:** [Crayon](https://www.g2.com/sellers/crayon)
- **Year Founded:** 2015
- **HQ Location:** Boston, Massachusetts
- **Twitter:** @Crayon  
3,421 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=630408d2b530af26a689207c613e533348add3eb2d422d6c81373d7da7e05ba7&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F4832174%2F&secure%5Burl_type%5D=linkedin_company_website)  
70 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Product Marketing Manager, Account Executive
- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 61% Medium, 30% Large

#### What Do G2 Reviewers Say About Crayon?

_AI-generated summary from verified user reviews_

##### Pros

- Users value **comprehensive competitor analysis** and insights, enabling efficient sales support through centralized data and tools.
- Users value the **effective communication tools** in Crayon, enhancing collaboration and streamlining competitive intelligence sharing.
- Users value the **centralized competitive intel** of Crayon, enhancing sales team efficiency with organized battlecards and insights.
- Users value the **centralized competitive intel** with Crayon, enhancing sales efficiency and market awareness effectively.
- Users praise Crayon's **fantastic customer support** , enhancing efficiency for sales teams with exceptional service and resources.

##### Cons

- Users face challenges due to **poor integration** with other systems, limiting the effectiveness of Crayon’s tools.

#### What Are Recent G2 Reviews of Crayon?

**["Seamless Competitive Analysis tool with Intuitive AI"](https://www.g2.com/survey_responses/crayon-review-12077467)**

**Rating:** 4.5/5.0 stars

_— Michael S._

[Read full review](https://www.g2.com/survey_responses/crayon-review-12077467)

**["Crayon is the backbone of our CI program"](https://www.g2.com/survey_responses/crayon-review-11419903)**

**Rating:** 4.5/5.0 stars

_— Arnav S._

[Read full review](https://www.g2.com/survey_responses/crayon-review-11419903)

### [CB Insights](https://www.g2.com/products/cb-insights-cb-insights/reviews)

CB Insights provides market intelligence for high-stakes decisions. We track and compare the world’s companies. Our AI agents keep you a step ahead of competitors and disruption. From corporate strategy and innovation to M&A and venture investing, teams use CB Insights to answer high-stakes questions like: What markets should we enter next? Which startups could disrupt — or partner with—us? Who’s gaining traction in a space, and why? At the center of CB Insights is a proprietary dataset that tracks millions of private and public companies — covering funding rounds, financials, partnerships, hiring, IP, and more. What sets us apart is how this data is structured, analyzed, and made actionable. CB Insights uniquely applies AI agents trained on our structured data and proprietary research. These agents automate complex workflows — from surfacing relevant companies to analyzing market dynamics — so teams can move from question to insight, faster. Whether you're benchmarking competitors, identifying acquisition targets, or testing new market theses, our AI agents act as force multipliers for strategy, innovation, and corp dev teams. Across industries like pharma, financial services, retail, and enterprise tech, teams rely on CB Insights to: -Track private companies and investment trends globally -Spot early signals of disruption in emerging tech -Benchmark markets and competitors using real-time data -Discover startups for partnership, M&A, or investment -Accelerate GenAI initiatives using high-quality structured data

**Average Rating:** 4.4/5.0

**Total Reviews:** 15

#### How Do G2 Users Rate CB Insights?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Data Sources:** 6.7/10 (Category avg: 8.6/10)
- **Advanced Data Collection:** 10.0/10 (Category avg: 8.2/10)
- **Lead Enrichment:** 8.3/10 (Category avg: 8.0/10)

#### Who Is the Company Behind CB Insights?

- **Seller:** [CB Insights](https://www.g2.com/sellers/cb-insights)
- **Year Founded:** 2009
- **HQ Location:** New York, US
- **Twitter:** @CBinsights  
104,175 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=0d92610cde238eb30ac8312c4b827b475385bd8b0b7ee4973ad138e6dff321f0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F1140722%2F&secure%5Burl_type%5D=linkedin_company_website)  
267 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 56% Small, 31% Large

#### What Do G2 Reviewers Say About CB Insights?

_AI-generated summary from verified user reviews_

##### Pros

- Users love the **intelligence and insights** provided by CB Insights, enhancing client and competitor understanding daily.
- Users value the **rich competitor insights** from CB Insights, enhancing their market strategies and sales outreach.
- Users find the **Chrome extension invaluable** for quick prospect research, enhancing their sales strategies seamlessly.
- Users love the **daily intelligence and personalized summaries** from CB Insights, enhancing their client and competitor insights.
- Users love the **daily insights** from CB Insights, finding it easy to use and valuable for client and competitor intelligence.

##### Cons

- Users desire **more comprehensive data** on early-stage companies and additional personas for better research insights.
- Users find the **inadequate filtering** in CB Insights frustrating, especially when searching for early-stage companies.
- Users feel the **limited customization** options hinder their ability to research beyond targeted employees effectively.
- Users find the **limited data** on early-stage companies in CB Insights somewhat disappointing and affecting their research effectiveness.
- Users find the **search functionality unintuitive** at times, making it difficult to navigate effectively.

#### What Are Recent G2 Reviews of CB Insights?

**["Insightful Intelligence and Personalized Daily Summaries"](https://www.g2.com/survey_responses/cb-insights-review-12085634)**

**Rating:** 5.0/5.0 stars

_— Robert G._

[Read full review](https://www.g2.com/survey_responses/cb-insights-review-12085634)

**["Excellent Intelligence Platform for Growing Startups"](https://www.g2.com/survey_responses/cb-insights-review-11766319)**

**Rating:** 5.0/5.0 stars

_— Joe D._

[Read full review](https://www.g2.com/survey_responses/cb-insights-review-11766319)

### [Factiva](https://www.g2.com/products/factiva/reviews)

Factiva is the essential global intelligence engine for the AI age, bringing together powerful research tools, millions of company profiles and access to +33,000 sources in 33 languages across 200 countries.

**Average Rating:** 4.1/5.0

**Total Reviews:** 68

#### How Do G2 Users Rate Factiva?

- **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 9.1/10)
- **Data Sources:** 8.2/10 (Category avg: 8.6/10)
- **Advanced Data Collection:** 7.7/10 (Category avg: 8.2/10)
- **Lead Enrichment:** 6.8/10 (Category avg: 8.0/10)

#### Who Is the Company Behind Factiva?

- **Seller:** [Dow Jones](https://www.g2.com/sellers/dow-jones-be5408b7-8921-4458-afd4-3287834428b8)
- **Year Founded:** 1882
- **HQ Location:** New York, NY
- **Twitter:** @DowJones  
127,810 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b9a715162f3a8ee7f44b05ace817ee947f72fea1bf1d1d0e7245347eecbcb4d9&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2284%2F&secure%5Burl_type%5D=linkedin_company_website)  
22,235 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Public Relations and Communications, Market Research
- **Company Size:** 51% Large, 28% Medium

#### What Do G2 Reviewers Say About Factiva?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **comprehensive data** provided by Factiva, significantly enhancing their research speed and accuracy.
- Users value the **ease of use** of Factiva, finding it intuitive and efficient for comprehensive research.
- Users value the **vast coverage** of Factiva, accessing reliable information from diverse global news sources effortlessly.
- Users value the **high-quality global news accuracy** of Factiva, enhancing their research efficiency and comprehensiveness.
- Users value the **efficiency** of Factiva, enjoying faster and more comprehensive research with reliable global news access.

##### Cons

- Users find the **complexity of navigation** in Factiva frustrating, particularly for new users facing a steep learning curve.
- Users find the **search functionality inefficient** , making navigation and basic task execution more difficult than necessary.
- Users encounter **clip issues** with filtering and confusing descriptions, impacting their overall experience with Factiva.
- Users find **difficult navigation** in Factiva, as the interface can be unintuitive and challenging for newcomers.
- Users find that **filtering difficulties** can arise due to inconsistent functionality and confusing subject descriptions.

#### What Are Recent G2 Reviews of Factiva?

**["Premium News Gatherer"](https://www.g2.com/survey_responses/factiva-review-11687117)**

**Rating:** 4.0/5.0 stars

_— Adnaan K._

[Read full review](https://www.g2.com/survey_responses/factiva-review-11687117)

**["The One-Stop Source for All Articles"](https://www.g2.com/survey_responses/factiva-review-12020573)**

**Rating:** 4.5/5.0 stars

_— Aditi V._

[Read full review](https://www.g2.com/survey_responses/factiva-review-12020573)

#### What Are G2 Users Discussing About Factiva?

- [What is Factiva used for?](https://www.g2.com/discussions/factiva-what-is-factiva-used-for)
- [How do I get Factiva for free?](https://www.g2.com/discussions/how-do-i-get-factiva-for-free)
- [How much does Factiva cost?](https://www.g2.com/discussions/how-much-does-factiva-cost)
- [What is Factiva database?](https://www.g2.com/discussions/what-is-factiva-database)
- [What is Factiva used for?](https://www.g2.com/discussions/what-is-factiva-used-for)

### [Connectbase](https://www.g2.com/products/connectbase/reviews)

Connectbase is The Industry Cloud for Connectivity. Connectbase is a partner to the industry, enabling next generation buying and selling of connectivity, including automated quoting, and providing deep, trusted insights. Connectbase’s industry-leading platform, The Connected World, serves almost 300 providers globally, managing 2.7 billion locations across more than 150 countries. The Connectbase team has built a connected ecosystem transforming network buying and selling processes. Visit Connectbase at connectbase.com and follow us on LinkedIn at linkedin.com/company/connectbase-us/.

**Average Rating:** 4.6/5.0

**Total Reviews:** 116

#### How Do G2 Users Rate Connectbase?

- **Has the product been a good partner in doing business?:** 9.0/10 (Category avg: 9.1/10)
- **Data Sources:** 8.2/10 (Category avg: 8.6/10)
- **Advanced Data Collection:** 8.3/10 (Category avg: 8.2/10)
- **Lead Enrichment:** 8.2/10 (Category avg: 8.0/10)

#### Who Is the Company Behind Connectbase?

- **Seller:** [Connectbase](https://www.g2.com/sellers/connectbase)
- **Year Founded:** 2015
- **HQ Location:** Westborough, US
- **Twitter:** @connected2fiber  
2,692 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=4cbb132ff95d8d7c3bb06c34a1411a67feec05df3eba86abde3804caacb0f36e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10218413%2F&secure%5Burl_type%5D=linkedin_company_website)  
128 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Telecommunications
- **Company Size:** 53% Medium, 31% Small

#### What Do G2 Reviewers Say About Connectbase?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** of Connectbase, streamlining workflows and simplifying the quoting and pricing processes.
- Users value the **high efficiency** of Connectbase, which automates processes and streamlines workflows for quick, accurate quoting.
- Users appreciate the **comprehensive data** Connectbase provides, streamlining network availability checks and quote generation effortlessly.
- Users appreciate the **comprehensive information** provided by Connectbase, streamlining network availability checks and pricing.
- Users value the **data accuracy** of Connectbase, streamlining the process of accessing reliable network information quickly.

##### Cons

- Users face challenges with **API integration issues** , leading to inconsistent real-time automated broadband quotes from carriers.
- Users struggle with **integration issues** , finding the API for real-time broadband quotes inconsistent and difficult to use.
- Users find a **steep learning curve** for Connectbase initially, though it becomes seamless after implementation.
- Users highlight the **inconsistency in automated quoting** , making real-time quotes difficult to obtain through API integration.
- Users find the **steep learning curve** challenging initially, but appreciate the seamless experience once they adapt.

#### What Are Recent G2 Reviews of Connectbase?

**["Highly Automated and Seamless Integration for Streamlined Workflows"](https://www.g2.com/survey_responses/connectbase-review-12109860)**

**Rating:** 4.5/5.0 stars

_— Andre M._

[Read full review](https://www.g2.com/survey_responses/connectbase-review-12109860)

**["'Connectbase - Essential for promoting your fiber network"](https://www.g2.com/survey_responses/connectbase-review-6572596)**

**Rating:** 5.0/5.0 stars

_— James T._

[Read full review](https://www.g2.com/survey_responses/connectbase-review-6572596)

#### What Are G2 Users Discussing About Connectbase?

- [How has Connectbase supported your network connectivity management, and what features do you find most useful?](https://www.g2.com/discussions/how-has-connectbase-supported-your-network-connectivity-management-and-what-features-do-you-find-most-useful)
- [What is Connectbase used for?](https://www.g2.com/discussions/what-is-connectbase-used-for)

### [OceanFrogs](https://www.g2.com/products/oceanfrogs/reviews)

OceanFrogs is a sales intelligence platform that allows you to go to market in a week or less. Intent data, Technology usage tracker, lead scoring to allow B2B marketers/sales to figure out their addressable market. OceanFrogs takes pride in providing international data (APAC, Japan, India, and the USA). We track more than 9000 technologies, 1000 intent topics, and more than 10 million companies worldwide. OceanFrogs provides search by teams, products, and services in a way that it brings the focus to the refined list of companies that you want. OceanFrogs platform has been in use to identify the right customers and to identify the right partners (also). You could build the channel partners and customer pipeline both. Automation Anywhere, Wipro, Palo Alto, Enate, 42Gears, MontyCloud are some of our customers. We work with large enterprises as well as small companies. We started in 2017. We have served marketing/sales in many verticals such as cloud, RPA, information security, talent management, and analytics. Our customers are focused on product and services companies. Our primary customers are the ones that are targeting international customers, want to focus on personalized outreach.

**Average Rating:** 4.6/5.0

**Total Reviews:** 35

#### How Do G2 Users Rate OceanFrogs?

- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.1/10)
- **Data Sources:** 8.3/10 (Category avg: 8.6/10)
- **Advanced Data Collection:** 8.3/10 (Category avg: 8.2/10)
- **Lead Enrichment:** 8.3/10 (Category avg: 8.0/10)

#### Who Is the Company Behind OceanFrogs?

- **Seller:** [OceanFrogs](https://www.g2.com/sellers/oceanfrogs)
- **Year Founded:** 2017
- **HQ Location:** Milpitas , California
- **Twitter:** @OceanFrogs  
5 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=027e6e809c68ff4eda2b83aa303e4bb220e0c8b530df692b9a34f80000e3f637&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Foceanfrogs%2F&secure%5Burl_type%5D=linkedin_company_website)  
12 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 50% Small, 42% Medium

#### What Do G2 Reviewers Say About OceanFrogs?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **ease of use** provided by OceanFrogs, finding integration and access to data straightforward.
- Users commend the **accuracy and cleanliness** of OceanFrogs' database, leading to reliable access to essential GCC company data.
- Users commend the **accuracy of information** provided by OceanFrogs, ensuring reliable and clean data across industries.
- Users appreciate the **comprehensive data** of OceanFrogs, noting its reliability and accuracy across various industries.
- Users commend OceanFrogs for their **proactive and responsive customer support** , enhancing implementation and overall experience.

##### Cons

- Users feel additional **filtering options** , like years of experience, are necessary for better results with OceanFrogs.
- Users feel that the **filtering issues** of OceanFrogs limit their ability to refine searches effectively.
- Users find the **inadequate filtering** options limiting, particularly missing criteria like years of experience.
- Users note a **lack of detail** in updates and firmographic depth, suggesting improvements for greater value.
- Users feel the **outdated data** could hinder value, as more frequent updates are needed for accuracy in insights.

#### What Are Recent G2 Reviews of OceanFrogs?

**["Oceansfrog Review by Jombay"](https://www.g2.com/survey_responses/oceanfrogs-review-11037485)**

**Rating:** 4.0/5.0 stars

_— Nageshwar P._

[Read full review](https://www.g2.com/survey_responses/oceanfrogs-review-11037485)

**["Accurate GCC database with responsive support"](https://www.g2.com/survey_responses/oceanfrogs-review-11570506)**

**Rating:** 4.0/5.0 stars

_— Verified User in Market Research_

[Read full review](https://www.g2.com/survey_responses/oceanfrogs-review-11570506)

#### What Are G2 Users Discussing About OceanFrogs?

- [What is OceanFrogs used for?](https://www.g2.com/discussions/what-is-oceanfrogs-used-for)

### [MarketSight](https://www.g2.com/products/marketsight/reviews)

MarketSight is dedicated to providing powerful and intuitive software solutions for Market Researchers.

**Average Rating:** 4.1/5.0

**Total Reviews:** 24

#### How Do G2 Users Rate MarketSight?

- **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 9.1/10)
- **Data Sources:** 8.1/10 (Category avg: 8.6/10)
- **Advanced Data Collection:** 8.3/10 (Category avg: 8.2/10)
- **Lead Enrichment:** 7.9/10 (Category avg: 8.0/10)

#### Who Is the Company Behind MarketSight?

- **Seller:** [Dynata](https://www.g2.com/sellers/dynata)
- **Year Founded:** 1977
- **HQ Location:** Westport, CT
- **Twitter:** @DynataGlobal  
8,687 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=efbbea8eb8ac2ce241b81e3434b698576ed13b9330665769ec93e3f11afd79d3&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F35515524%2F&secure%5Burl_type%5D=linkedin_company_website)  
4,662 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Market Research
- **Company Size:** 46% Small, 38% Medium

#### What Are Recent G2 Reviews of MarketSight?

**["A robust market research platform for analyzing large datasets with a steep learning curve"](https://www.g2.com/survey_responses/marketsight-review-5150326)**

**Rating:** 4.0/5.0 stars

_— Verified User in Market Research_

[Read full review](https://www.g2.com/survey_responses/marketsight-review-5150326)

**["Insight king"](https://www.g2.com/survey_responses/marketsight-review-6985955)**

**Rating:** 4.0/5.0 stars

_— Hariprashath K._

[Read full review](https://www.g2.com/survey_responses/marketsight-review-6985955)

#### What Are G2 Users Discussing About MarketSight?

- [What is MarketSight used for?](https://www.g2.com/discussions/what-is-marketsight-used-for)

### [Diffbot](https://www.g2.com/products/diffbot/reviews)

Diffbot provides a suite of products built to turn unstructured data from across the web into structured, contextual databases. Diffbot's products are built off of cutting-edge machine vision and natural language processing software that's able to read billions of documents every day. Diffbot Knowledge Graph Diffbot's Knowledge Graph product is the world's largest contextual database comprised of over 10 billion entities including organizations, products, articles, events, and more. Knowledge Graph's innovative NLP and fact parsing technologies link up entities into contextual databases, incorporating over 1 trillion "facts" from across the web in nearly live time.

**Average Rating:** 4.9/5.0

**Total Reviews:** 28

#### How Do G2 Users Rate Diffbot?

- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.1/10)
- **Data Sources:** 10.0/10 (Category avg: 8.6/10)
- **Advanced Data Collection:** 8.3/10 (Category avg: 8.2/10)

#### Who Is the Company Behind Diffbot?

- **Seller:** [Diffbot](https://www.g2.com/sellers/diffbot-ae6a3f32-a5c5-4c18-a41c-f9c78b64d2e8)
- **Year Founded:** 2011
- **HQ Location:** Menlo Park, California
- **Twitter:** @diffbot  
8,059 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=29c9dfd74f1ce2636e88a07f133ee0d0400dc3cac6e8517be8b5ffccee3bf528&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fdiffbot%2F&secure%5Burl_type%5D=linkedin_company_website)  
30 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software, Information Technology and Services
- **Company Size:** 76% Small, 17% Medium

#### What Are Recent G2 Reviews of Diffbot?

**["The most Competant Web Crawling Service I've used"](https://www.g2.com/survey_responses/diffbot-review-7657745)**

**Rating:** 4.0/5.0 stars

_— Justin W._

[Read full review](https://www.g2.com/survey_responses/diffbot-review-7657745)

**["Diffbot is a game-changer."](https://www.g2.com/survey_responses/diffbot-review-7472518)**

**Rating:** 5.0/5.0 stars

_— Kurt L._

[Read full review](https://www.g2.com/survey_responses/diffbot-review-7472518)

#### What Are G2 Users Discussing About Diffbot?

- [What does Diffbot do?](https://www.g2.com/discussions/what-does-diffbot-do) - 1 comment
- [Is Web scraping AI?](https://www.g2.com/discussions/is-web-scraping-ai)
- [Who uses diffbot?](https://www.g2.com/discussions/who-uses-diffbot)
- [How does Diffbot work?](https://www.g2.com/discussions/how-does-diffbot-work)

### [Knowledge360](https://www.g2.com/products/knowledge360/reviews)

Our users spend more time analyzing information and less time search for it. Knowledge360® is the product of our 24 years of market and competitive intelligence experience. Our built in knowledge management functionality makes this the only M/CI software tool to automatically identify and tag all information added. Where does Cipher's Knowledge360® Shine? There are plenty of competitive intelligence software tools on the market, so what makes Knowledge360® different? Simply put, Knowledge360® is your best bet if you are looking to achieve all of the following: - Easy access to customizable user dashboards - Robust data collection and built in knowledge management for public, subscription-based and internal information - AI/ML enabled auto-tagging and natural language processing - Effective collaboration tools to reveal breaking news and trends Many platforms can claim some one or two items on the list, but Knowledge360® is the only one that is differentiated in all four areas. The subscription-based, software-as-a-service platform is built so: - Corporate strategy teams - Marketing teams - Sales & BDR teams and - Product development teams can quickly find, view and share insights that inform strategic decisions. Features & Benefits - Custom Dashboards - Collaboration & Sharing Tools - Knowledge Management with automated tagging - Configurable Alerts & Notifications - Trending & Analytics - Reporting & Exporting Data is collected from enrichment - News & Press Releases (Including Bloomberg, CNBC, Market Watch, WSJ, NYT, Fincial Times, TechCrunch, Reuters, Morning Star and more) - Premium Financial Data (Including Crunchbase and FactSet) - Social Media Monitoring - Website Page and Blog Monitoring - Job Postings and Trends - Glassdoor Profiles - Patents, Adverse Events, & Clinical Trials - USPTO and more

**Average Rating:** 4.6/5.0

**Total Reviews:** 16

#### How Do G2 Users Rate Knowledge360?

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10)
- **Data Sources:** 3.3/10 (Category avg: 8.6/10)
- **Advanced Data Collection:** 5.0/10 (Category avg: 8.2/10)
- **Lead Enrichment:** 5.0/10 (Category avg: 8.0/10)

#### Who Is the Company Behind Knowledge360?

- **Seller:** [Cipher Systems](https://www.g2.com/sellers/cipher-systems)
- **Year Founded:** 1996
- **HQ Location:** Annapolis, MD
- **Twitter:** @CipherSysLLC  
452 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=1741a816dda012a22ca77f5f0b8611f4dbb372962e6268be8889f1406b57d1c0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcipher-systems-llc%2F&secure%5Burl_type%5D=linkedin_company_website)  
6 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 44% Large, 38% Small

#### What Are Recent G2 Reviews of Knowledge360?

**["K360 is Amazing!"](https://www.g2.com/survey_responses/knowledge360-review-4612955)**

**Rating:** 5.0/5.0 stars

_— Ricardo L._

[Read full review](https://www.g2.com/survey_responses/knowledge360-review-4612955)

**["Great platform for storing, organizing, and sharing content."](https://www.g2.com/survey_responses/knowledge360-review-4147347)**

**Rating:** 4.0/5.0 stars

_— Verified User in Electrical/Electronic Manufacturing_

[Read full review](https://www.g2.com/survey_responses/knowledge360-review-4147347)

#### What Are G2 Users Discussing About Knowledge360?

- [What is Knowledge360 used for?](https://www.g2.com/discussions/what-is-knowledge360-used-for)

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Benefits of Market Intelligence Software with Advanced Data Collection capabilities include: Provides advanced data points including but not limited to company size, org charts, technology installs, company funding history,

Below are the top-rated Market Intelligence Software with Advanced Data Collection capabilities, as verified by G2’s Research team. Real users have identified Advanced Data Collection as an important function of Market Intelligence Software. Compare different products that offer this feature so you can decide which is best for your business needs.

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(4,029)](https://www.g2.com/products/semrush/reviews) | Keyword and competitor SEO intelligence | "Semrush Enables Fast, AI-Powered SEO and AEO Workflows" |
| [![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 - Powered by ZoomInfo](https://www.g2.com/products/gtm-workspace-powered-by-zoominfo/reviews)[4.5/5(9,111)](https://www.g2.com/products/gtm-workspace-powered-by-zoominfo/reviews) | Intent-driven B2B prospecting with verified contact intelligence | "Efficient Sales Intelligence Solution - A Review of ZoomInfo SalesOS" |
| [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_3f0cfaac4f003a39de7a769ae051686b/similarweb.png "Product Avatar Image")](https://www.g2.com/products/similarweb/reviews)[Similarweb](https://www.g2.com/products/similarweb/reviews)[4.4/5(1,179)](https://www.g2.com/products/similarweb/reviews) | Competitive web traffic and digital channel intelligence | "Similarweb is one of the most valuable platforms on the entire industry, now even with AI/AEO!" |
| [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_4cf0487bdd222fbf14bdb7f2ad839ca6/alphasense.png "Product Avatar Image")](https://www.g2.com/products/alphasense/reviews)[AlphaSense](https://www.g2.com/products/alphasense/reviews)[4.6/5(335)](https://www.g2.com/products/alphasense/reviews) | AI-powered search across earnings calls and analyst reports | "Incredible Research Platform - 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(5,724)](https://www.g2.com/products/g2/reviews) | Buyer intent signals with competitive review intelligence | "Helpful platform for comparing products through real user reviews" |
| [![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(579)](https://www.g2.com/products/apify/reviews) | Automated web scraping for competitive intelligence | "Incredible Pre-Built Scrapers, Slight Learning Curve" |
| [![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(326)](https://www.g2.com/products/perplexity/reviews) | Cited research synthesis across live sources | "Clean UX and Prompt, Reliable Research with Perplexity" |
| [![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 | "Efficient Market Research Platform with Minor Streamlining Needs" |
| [![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_ab2060955b5493121b5c56fa83d6e689/demandbase-one.png "Product Avatar Image")](https://www.g2.com/products/demandbase-one/reviews)[Demandbase One](https://www.g2.com/products/demandbase-one/reviews)[4.4/5(1,988)](https://www.g2.com/products/demandbase-one/reviews) | Account-level intent tracking with real-time advertising | "Demandbase One: Powerful Targeting, Intent Insights, and Account-Level Visibility" |

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