# Top Free Market Intelligence Software - Page 2

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

**Total Products under this Category:** 310

### 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
- 34,000+ Authentic Reviews
- 310+ 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**

### Stravito

Stravito is the Insights Intelligence Platform global leaders like Nestlé and Comcast trust to turn existing knowledge into confident, growth-driving decisions. Built for insights, marketing, and research teams, Stravito unifies knowledge in one secure space and pairs best-in-class AI with human expertise. Whether you’re deciding where to expand next, which innovation to pursue, or what message will resonate most with your customers, teams simply ask strategic questions, and Stravito AI Assistant delivers relevant, source-cited insights in seconds. AI Personas, powered by your brand’s segmentation studies, simulate real consumer perspectives so you can stress-test ideas in real-time. The outcome: faster, evidence-backed, commercially-impactful decisions.

[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=2026-08-10T09%3A22%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=133525&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%2Ffree%3Fcategory_id%3Dmarket-intelligence%26page%3D2&secure%5Btoken%5D=12264fa271d88eff0070f91075f47b7ae39154958568b3ce529257f1461de559&secure%5Burl%5D=https%3A%2F%2Fwww.stravito.com%2Fai-personas%3Futm_source%3DG2%26utm_medium%3Dadvertising%26utm_campaign%3DG2_2026_02&secure%5Burl_type%5D=custom_url)

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

IndexBox is an AI-driven market intelligence platform. Thousands of companies of all sizes — from startups to Fortune 500s — use the IndexBox Platform to get accurate market data, find new customers, and manage their supply chains.

**Average Rating:** 4.5/5.0

**Total Reviews:** 162

#### How Do G2 Users Rate IndexBox?

- **Has the product been a good partner in doing business?:** 7.8/10 (Category avg: 9.1/10)
- **Data Sources:** 8.0/10 (Category avg: 8.6/10)
- **Advanced Data Collection:** 7.8/10 (Category avg: 8.2/10)
- **Lead Enrichment:** 7.6/10 (Category avg: 8.0/10)

#### Who Is the Company Behind IndexBox?

- **Seller:** [Indexbox](https://www.g2.com/sellers/indexbox)
- **Year Founded:** 2018
- **HQ Location:** Walnut, California
- **Twitter:** @indexbox  
3,360 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b51688965aea46fc164307c623c43bf8580daecfad156b5763388c902e2d3747&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Findexbox-marketing&secure%5Burl_type%5D=linkedin_company_website)  
14 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Student, Consultant
- **Top Industries:** Chemicals, Consulting
- **Company Size:** 62% Small, 25% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **accurate data and clear insights** from IndexBox, enhancing their research and market trend analysis.
- Users value the **high data accuracy** of IndexBox, facilitating clear insights for market analysis and business setup.
- Users appreciate the **ease of use** of IndexBox, finding navigation smooth and accessing valuable information effortless.
- Users value the **comprehensive data** from IndexBox, which provides reliable insights for informed business decisions and market analysis.
- Users find IndexBox's **comprehensive information** invaluable for market analysis and business setup, enhancing decision-making.

##### Cons

- Users find IndexBox **expensive** , citing high access fees and insufficient value for the insights provided.
- Users are frustrated by the **limited free access** , which restricts data usage and search capabilities significantly.
- Users find **limited geographic coverage** frustrating, as it restricts their ability to conduct comprehensive market research.
- Users find a **lack of clarity** in IndexBox's data sources and calculations, leading to confusion and frustration.
- Users find the **lack of detail** in reports limits insights and complicates navigation within the IndexBox platform.

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

**["Fast, Easy-to-Use UI with Seamless Integrations and Strong AI Tools"](https://www.g2.com/survey_responses/indexbox-review-13220972)**

**Rating:** 5.0/5.0 stars

_— Verified User in Non-Profit Organization Management_

[Read full review](https://www.g2.com/survey_responses/indexbox-review-13220972)

**["Datos That Delivers"](https://www.g2.com/survey_responses/indexbox-review-12456420)**

**Rating:** 4.0/5.0 stars

_— STIVEN A._

[Read full review](https://www.g2.com/survey_responses/indexbox-review-12456420)

### [Similarweb App Intelligence](https://www.g2.com/products/similarweb-app-intelligence/reviews)

Similarweb App Intelligence helps product, growth and marketing teams win in the app economy with unmatched market-wide visibility. Covering 4M+ iOS and Android apps across 58 markets with rich historical data, Similarweb shows how, why and where apps grow so teams can benchmark performance, spot market trends early and make data-backed moves. Here’s what Similarweb unlocks for your team: - Benchmark competitors end to end Compare store performance, active users, sessions, retention and revenue with detailed resolution. -Discover new audiences and markets Use audience demographics and cross-app usage insights across 58 countries to guide expansion decisions. - Build smarter app roadmaps Analyze reviews, ratings, and competitor growth drivers to prioritize the right product investments. - Connect web and app behavior Understand total market share, cross-platform journeys, and emerging consumer trends in one view. - Power sales with SDK intelligence Track 2,800+ SDKs across 32 categories to uncover competitor tools and build targeted lead lists. - Access data flexibly, ready for AI workflows Use the platform, API, or custom data feeds. Plug app data directly into your own AI agents to make the magic happen.

**Average Rating:** 4.6/5.0

**Total Reviews:** 69

#### How Do G2 Users Rate Similarweb App Intelligence?

- **Has the product been a good partner in doing business?:** 9.3/10 (Category avg: 9.1/10)
- **Data Sources:** 8.6/10 (Category avg: 8.6/10)
- **Advanced Data Collection:** 9.2/10 (Category avg: 8.2/10)
- **Lead Enrichment:** 8.3/10 (Category avg: 8.0/10)

#### Who Is the Company Behind Similarweb App Intelligence?

- **Seller:** [Similarweb](https://www.g2.com/sellers/similarweb)
- **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®
- **Ownership:** NYSE: SMWB

#### Who Uses This Product?

- **Top Industries:** Computer Software, Marketing and Advertising
- **Company Size:** 46% Small, 35% Medium

#### What Do G2 Reviewers Say About Similarweb App Intelligence?

_AI-generated summary from verified user reviews_

##### Pros

- Users find the **enhanced market visibility** of Similarweb App Intelligence invaluable for comprehensive competitive analysis in mobile sectors.
- Users find that **Similarweb's App Intelligence enhances competitive analysis** by providing essential insights into mobile app performance.
- Users find **Competitor Insights** in Similarweb invaluable for detailed app performance analysis, enhancing competitive benchmarking significantly.
- Users value the **comprehensive data** from Similarweb App Intelligence, enabling accurate competitive analysis in mobile app environments.
- Users appreciate the **data accuracy** of Similarweb App Intelligence, enhancing competitive assessments and market visibility significantly.

##### Cons

- Users feel the **competitor analysis features are limited** , making in-depth assessments less flexible and comprehensive.
- Users find the **dashboard issues** in Similarweb App Intelligence limit comprehensive analysis and functionality compared to Web Intelligence.
- Users find the **dashboard usability** lacking in depth and features, limiting their ability for detailed analysis.
- Users find the **limited features and incomplete data** of App Intelligence hinder in-depth analysis compared to Web Intelligence.
- Users note the **inadequate competitor analysis** in Similarweb App Intelligence, limiting its depth and flexibility compared to alternatives.

#### What Are Recent G2 Reviews of Similarweb App Intelligence?

**["Powerful market intelligence with some data coverage caveats"](https://www.g2.com/survey_responses/similarweb-app-intelligence-review-12621117)**

**Rating:** 4.5/5.0 stars

_— Prisca P._

[Read full review](https://www.g2.com/survey_responses/similarweb-app-intelligence-review-12621117)

**["Critical Global App Insights for Tracking Performance and Market Share"](https://www.g2.com/survey_responses/similarweb-app-intelligence-review-12835980)**

**Rating:** 4.5/5.0 stars

_— Jamie R._

[Read full review](https://www.g2.com/survey_responses/similarweb-app-intelligence-review-12835980)

#### What Are G2 Users Discussing About Similarweb App Intelligence?

- [What is Explorer by 42matters used for?](https://www.g2.com/discussions/what-is-explorer-by-42matters-used-for) - 1 comment

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

Serpstat stands out as a comprehensive SEO toolset, empowering you with efficient control over your online visibility. A pivotal asset for committed enterprises seeking elevated rankings and fortified online commercial footprint. With a robust arsenal exceeding 50 potent tools, Serpstat addresses the following: 🔍 Competitor Insights: Recognize and assess key players in your market. 📊 Content Strategy: Evaluate and Generate - obtain top-tier, ranking-oriented content. 🚀 Comprehensive SEO Oversight: All-inclusive tools for securing a prime position on Google. 🌐 Market Analysis and Intelligence: Delve into your domain and adopt industry best practices from frontrunners. 💡 Advertising and Paid Search Intel: Gain insights from rivals to refine your paid campaigns. ✍️ AI-Powered Content Crafting and Analysis: Effortlessly generate or rework articles, produce meta tags, refine grammar and spelling, and extract keywords from text. A holistic SEO platform that encompasses everything requisite for robust marketing expansion. Hot Update: Unlock Powerful SEO Insights with the Serpstat ChatGPT Plugin! 🔍 Discover targeted SEO keywords and compare them across regions. 📊 Analyze crucial SEO metrics and domain backlink data. ✍️ Utilize SEO data and ChatGPT synergy to create effective content and optimization strategies. Upgrade your SEO game with ChatGPT today!

**Average Rating:** 4.6/5.0

**Total Reviews:** 453

#### How Do G2 Users Rate Serpstat?

- **Has the product been a good partner in doing business?:** 9.5/10 (Category avg: 9.1/10)
- **Data Sources:** 9.7/10 (Category avg: 8.6/10)
- **Advanced Data Collection:** 10.0/10 (Category avg: 8.2/10)
- **Lead Enrichment:** 9.7/10 (Category avg: 8.0/10)

#### Who Is the Company Behind Serpstat?

- **Seller:** [Serpstat](https://www.g2.com/sellers/serpstat)
- **Year Founded:** 2013
- **HQ Location:** Odesa
- **Twitter:** @serpstat  
4,307 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=923553e8a7e60f9ce8645d6ff92d79e3b6b2b7e5c495070e7bf66f0aa1037def&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F10238642%2F&secure%5Burl_type%5D=linkedin_company_website)  
57 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Owner, Founder
- **Top Industries:** Marketing and Advertising, Internet
- **Company Size:** 80% Small, 17% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **advanced search capabilities** of Serpstat, making SEO management efficient and insightful.
- Users value the **robust competitor analysis** features of Serpstat, enhancing their SEO management and competitive insights.
- Users value the **robust competitor insights** offered by Serpstat, enhancing their SEO strategies effectively and efficiently.
- Users value the **in-depth competitor research** offered by Serpstat, enhancing their SEO strategy significantly.
- Users commend the **responsive customer support** of Serpstat, appreciating their openness to feedback and continuous improvement.

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

**["Serpstat has become an essential tool for our SEO department"](https://www.g2.com/survey_responses/serpstat-review-11310648)**

**Rating:** 5.0/5.0 stars

_— Igor G._

[Read full review](https://www.g2.com/survey_responses/serpstat-review-11310648)

**["Super Fast Crawling, Vast Project Capacity"](https://www.g2.com/survey_responses/serpstat-review-12540604)**

**Rating:** 4.5/5.0 stars

_— Janane V._

[Read full review](https://www.g2.com/survey_responses/serpstat-review-12540604)

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

- [What is Serpstat used for?](https://www.g2.com/discussions/what-is-serpstat-used-for) - 3 comments

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

Sourcescrub is the market-leading Deal Sourcing Platform for investment and M&A teams who need the most complete, accurate, and connected view of private markets. Using a proprietary Expert-in-the-loop AI process, Sourcescrub weaves more than 220,000 information Sources and 16M companies into a web of insight in our AI-powered platform to discover, track, and engage the best targets.

**Average Rating:** 4.5/5.0

**Total Reviews:** 55

#### How Do G2 Users Rate Sourcescrub?

- **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:** 8.3/10 (Category avg: 8.2/10)
- **Lead Enrichment:** 8.3/10 (Category avg: 8.0/10)

#### Who Is the Company Behind Sourcescrub?

- **Seller:** [Sourcescrub](https://www.g2.com/sellers/sourcescrub)
- **Company Website:** www.sourcescrub.com
- **Year Founded:** 2015
- **HQ Location:** San Francisco, California
- **Twitter:** @SourceScrub  
174 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=2288abf70a7bdd6e46cb547a512617ca924f35e142a57ccbbce08abde822c534&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsourcescrub%2F&secure%5Burl_type%5D=linkedin_company_website)  
500 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Financial Services, Venture Capital & Private Equity
- **Company Size:** 73% Small, 20% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users highlight the **efficiency in deal sourcing** with SourceScrub, enhancing prospect quality and deal flow significantly.
- Users value the **extensive database size** of SourceScrub, enhancing efficiency and quality in finding target companies.
- Users value the **search functionality** of SourceScrub, enhancing efficiency and improving deal flow quality significantly.
- Users value the **effective target identification** capabilities of Sourcescrub, streamlining the deal-sourcing process efficiently.
- Users appreciate the **data accuracy** of SourceScrub, which enhances prospect identification and research efficiency.

##### Cons

- Users often face **data inaccuracy** , with unverified emails and outdated information impacting the reliability of SourceScrub.
- Users encounter **limited data** integration in Sourcescrub, affecting the accuracy and comprehensiveness of their CRM systems.
- Users are concerned about the **outdated information** in Sourcescrub, which limits insights into previous transactions and deals.
- Users find the **poor usability** of SourceScrub frustrating, as the UI is clunky and slow with unverified information.
- Users find the **clunky UI** and slow performance of SourceScrub detracting from their overall experience.

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

**["Powerful platform for investment research and origination"](https://www.g2.com/survey_responses/sourcescrub-review-10987133)**

**Rating:** 4.0/5.0 stars

_— Tulsi R._

[Read full review](https://www.g2.com/survey_responses/sourcescrub-review-10987133)

**["Great solution for private company data"](https://www.g2.com/survey_responses/sourcescrub-review-10997597)**

**Rating:** 4.0/5.0 stars

_— Chris S._

[Read full review](https://www.g2.com/survey_responses/sourcescrub-review-10997597)

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

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

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

Apple Search Ads Partner | Growth partner of apps and games with intelligence, automation and expertise Founded in 2013 in San Francisco, MobileAction is a pioneer in app analytics and the growth partner of apps and games for organic and paid user acquisition. It is the go-to platform for app marketers aiming for the top charts on the App Store and the Google Play Store, trusted by industry giants like Entain, IGG, Zalando, Playtika, and Adidas. MobileAction lets app marketers; - Automate and optimize Apple Search Ads campaigns with advanced, AI-driven solutions of SearchAds.com. - Access data on 90M+ ad creatives, 100K+ publishers, and market trends to sharpen the competitive edge with Ad Intelligence. - Use central information on organic keywords and creative strategies for the App Store and Google Play Store with ASO Intelligence. - Optimize search results campaigns according to targeted insights on any app, keyword, and competitor with Search Ads Intelligence. - Get in-depth data to produce more appealing custom product pages with CPP Intelligence. - Position apps more effectively with market data for both the App Store and Google Play Store with Market Intelligence. - Dive into detailed performance analytics for any app or game on the Google Play Store and the App Store with App Intelligence. - Access and customize all app store data to create tailored dashboards for unique needs with custom solutions. - Grow apps and games with professional support for ASO and Apple Search Ads. With data from 90M+ creatives, 6M+ keywords, 5M+ apps, 100K+ publishers, and 500K+ advertisers, MobileAction lets app marketers step into the future of app optimization.

**Average Rating:** 4.4/5.0

**Total Reviews:** 113

#### How Do G2 Users Rate MobileAction?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **Data Sources:** 7.9/10 (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 MobileAction?

- **Seller:** [MobileAction](https://www.g2.com/sellers/mobileaction)
- **Year Founded:** 2013
- **HQ Location:** San Francisco, California, United States
- **Twitter:** @MobileAction  
6,629 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=f792bf0bd1d04cdb40168bafb392e9bf898d98956d99e2e8ce91c7e89930de9e&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fmobile-action%2F&secure%5Burl_type%5D=linkedin_company_website)  
107 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Marketing and Advertising, Computer Games
- **Company Size:** 47% Small, 41% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find MobileAction to be **extremely easy to use** , allowing for quick integration and efficient daily operations.
- Users appreciate the **easy usage and integration** of MobileAction, finding it essential for daily operations and insights.
- Users find **MobileAction's seamless integration** of ASA and ASO tools to be a significant time-saver.
- Users value the **responsive and helpful customer support** from MobileAction, enhancing overall campaign optimization experience.
- Users value the **seamless integration** of ASA and ASO tools in MobileAction, enhancing campaign management efficiency.

##### Cons

- Users express a strong desire for **more detailed competitor insights** , indicating a lack of information for performance improvement.
- Users note the **limited features** for specific segmentation and reporting, wishing for more advanced functionalities.
- Users find the **user experience challenging** due to a steep learning curve and need for interface improvements.
- Users find certain **ad metrics confusing** and note inconsistencies in the creative tab's app publication data.
- Users experience **data inaccuracy** with certain metrics and the creative tab, affecting their ad management experience.

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

**["Perfect for managing both ASA and ASO in one place"](https://www.g2.com/survey_responses/mobileaction-review-11504618)**

**Rating:** 5.0/5.0 stars

_— Timofei O._

[Read full review](https://www.g2.com/survey_responses/mobileaction-review-11504618)

**["efficient and rewarding partnership"](https://www.g2.com/survey_responses/mobileaction-review-11509991)**

**Rating:** 5.0/5.0 stars

_— Verified User in Online Media_

[Read full review](https://www.g2.com/survey_responses/mobileaction-review-11509991)

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

- [What is Mobile Action used for?](https://www.g2.com/discussions/what-is-mobile-action-used-for) - 1 comment
- [What is SearchAds.com used for?](https://www.g2.com/discussions/what-is-searchads-com-used-for) - 3 comments

### [Versium REACH](https://www.g2.com/products/versium-reach/reviews)

Versium REACH is a B2B2C marketing data platform that helps marketers find, enrich, and activate the right audiences — faster and with greater accuracy than traditional data providers. Versium REACH cab append 100+ consumer and business attributes to your contact lists, dramatically improving match rates across paid media and contact rates across email, SMS, direct mail, and more. Customers see up to a 520% improvement in match rates, enabling better targeting, less wasted spend, and more pipeline from every campaign. Built for modern marketing stacks, the Versium REACH MCP Server is AI-compatible, and robust Versium APIs integrate with the tools your team already uses. What Versium REACH helps you do: -Enrich and cleanse contact lists at scale -Improve custom online audience match rates across ad platforms -Activate AI-ready data pipelines for smarter workflows -Connect business and consumer personas with identity resolution

**Average Rating:** 4.8/5.0

**Total Reviews:** 38

#### How Do G2 Users Rate Versium REACH?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Data Sources:** 8.7/10 (Category avg: 8.6/10)
- **Advanced Data Collection:** 8.8/10 (Category avg: 8.2/10)
- **Lead Enrichment:** 8.3/10 (Category avg: 8.0/10)

#### Who Is the Company Behind Versium REACH?

- **Seller:** [Versium](https://www.g2.com/sellers/versium)
- **Company Website:** versium.com
- **Year Founded:** 2012
- **HQ Location:** Redmond, WA
- **Twitter:** @versiumsocial  
734 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=cbe65eb39647e457296634fdbb2e2c2d8a7a1f966834766dd31c7940363fdeb0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F2913619%2F&secure%5Burl_type%5D=linkedin_company_website)  
23 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Real Estate, Information Technology and Services
- **Company Size:** 61% Small, 42% Medium

#### What Do G2 Reviewers Say About Versium REACH?

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **high accuracy** of Versium REACH, appreciating its effective field mapping and ease of use.
- Users commend the **accurate data** provided by Versium REACH, praising its ease of use and high matching rate.
- Users value the **affordability** of Versium REACH, especially for small batch appends and cost-effective pre-buy credits.
- Users value the **automation features** of Versium REACH, enabling efficient data appends and competitive advantages.
- Users value the **accurate contact information** provided by Versium REACH, enhancing their competitive advantage in data appending.

#### What Are Recent G2 Reviews of Versium REACH?

**["Comprehensive Data Enrichment with Exceptional Support"](https://www.g2.com/survey_responses/versium-reach-review-12968299)**

**Rating:** 4.5/5.0 stars

_— Rob T._

[Read full review](https://www.g2.com/survey_responses/versium-reach-review-12968299)

**["Effortless Integration with Impressive Data Accuracy"](https://www.g2.com/survey_responses/versium-reach-review-12841688)**

**Rating:** 5.0/5.0 stars

_— Verified User in Real Estate_

[Read full review](https://www.g2.com/survey_responses/versium-reach-review-12841688)

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

svEye™ is an AI-powered open-source intelligence (OSINT) platform developed by Semantic Visions, designed to assist users in monitoring and analyzing vast amounts of global information. This innovative solution continuously ingests and evaluates billions of multilingual sources, including news articles, regulatory filings, social media content, and government communications, to provide actionable early warning signals that can inform decision-making processes. The platform primarily targets a diverse audience, including government agencies, corporate entities, and non-governmental organizations (NGOs) that require comprehensive insights into potential risks and emerging trends. By leveraging advanced natural language processing (NLP) and linguistic analysis, svEye™ distinguishes itself from traditional monitoring tools, which often rely on simplistic keyword searches or limited datasets. This capability allows users to uncover weak signals and connect contextual information across various domains, enhancing their understanding of complex issues. svEye™ offers several key features that contribute to its effectiveness as an OSINT platform. The continuous ingestion of data ensures that users have access to the most current information, while the platform's sophisticated analytical tools enable the identification of emerging risks with a high degree of precision. By transforming raw data into meaningful insights, svEye™ empowers decision-makers to shift from reactive crisis management to proactive strategic planning. This proactive approach allows organizations to gain visibility into risks that may be overlooked by conventional monitoring systems. One of the standout aspects of svEye™ is its ability to provide a comprehensive view of potential threats by synthesizing information from diverse sources. This holistic perspective not only aids in risk assessment but also supports informed decision-making across various sectors. The platform’s open-source nature further enhances its adaptability, allowing users to customize their experience and integrate svEye™ into existing workflows seamlessly. As a result, organizations can leverage the power of AI-driven insights to stay ahead of potential challenges and make more strategic choices in an increasingly complex global landscape.

**Average Rating:** 4.9/5.0

**Total Reviews:** 10

#### How Do G2 Users Rate svEye?

- **Has the product been a good partner in doing business?:** 9.6/10 (Category avg: 9.1/10)
- **Data Sources:** 9.2/10 (Category avg: 8.6/10)
- **Advanced Data Collection:** 9.2/10 (Category avg: 8.2/10)
- **Lead Enrichment:** 5.8/10 (Category avg: 8.0/10)

#### Who Is the Company Behind svEye?

- **Seller:** [Semantic Visions](https://www.g2.com/sellers/semantic-visions)
- **Company Website:** sveye.semantic-visions.com
- **Year Founded:** 2010
- **HQ Location:** Prague, Czech Republic
- **Twitter:** @semanticvisions  
1,607 Twitter followers
- **LinkedIn® Page:** [cz.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=b1eb55280691ca166e758f3c9d9bbf2e55f043abd40f6598ac260cbbcf97e9aa&secure%5Burl%5D=https%3A%2F%2Fcz.linkedin.com%2Fcompany%2Fsemanticvisions&secure%5Burl_type%5D=linkedin_company_website)  
46 employees on LinkedIn®

#### Who Uses This Product?

- **Company Size:** 80% Small, 20% Large

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

_AI-generated summary from verified user reviews_

##### Pros

- Users commend the **ease of use** of svEye, facilitating efficient data navigation and efficient investment decision-making.
- Users appreciate the **valuable market insights** provided by svEye, enhancing investment decisions and portfolio management effectively.
- Users value the **insightful decision-making support** of svEye, enhancing portfolio management and investment evaluations effectively.
- Users appreciate the **intuitive and user-friendly interface** of svEye, enhancing daily operations and decision-making.
- Users value the **comprehensive data** provided by svEye, enhancing insights on clients, suppliers, and market trends.

##### Cons

- Users experience **integration issues** with svEye, finding it doesn't work well with some other applications.
- Users desire more **customization options** for reports to better meet specific investment needs and preferences.
- Users note **missing historical data** in svEye, attributing it to the ongoing beta testing phase.
- Users find the **interface design lacking** , suggesting it needs to be more user-friendly for better experience.
- Users report **slow performance** of svEye, especially when mapping out complex structures like those of giant companies.

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

**["Reliable and insightful tool for data-driven decisions for automotive industry"](https://www.g2.com/survey_responses/sveye-review-11689044)**

**Rating:** 5.0/5.0 stars

_— Jiří T._

[Read full review](https://www.g2.com/survey_responses/sveye-review-11689044)

**["Powerful global OSINT platform with strong narrative detection"](https://www.g2.com/survey_responses/sveye-review-11680856)**

**Rating:** 5.0/5.0 stars

_— Kile S._

[Read full review](https://www.g2.com/survey_responses/sveye-review-11680856)

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

DealSignal provides fresh, accurate, verified B2B data that helps sales & marketing teams maximize their efficiency, performance and results. Precisely target the right buyers, personalize your outreach, and drive more conversions. The DealSignal Data Platform provides access to 600M+ global companies and contacts with over 100 data points, including detailed account profiles, contact profiles, verified emails, corporate & direct phones, social URLs, and mailing addresses – all with 97%+ accuracy and a 100% data guarantee. Revenue teams turn to DealSignal when they need to: • Improve CRM data quality • Enrich inbound leads automatically • Build precise decision-maker lists • Find in-market buyers with intent • Easily capture leads across the web • Improve ABM effectiveness

**Average Rating:** 4.8/5.0

**Total Reviews:** 46

#### How Do G2 Users Rate DealSignal?

- **Has the product been a good partner in doing business?:** 10.0/10 (Category avg: 9.1/10)
- **Data Sources:** 9.9/10 (Category avg: 8.6/10)
- **Advanced Data Collection:** 9.9/10 (Category avg: 8.2/10)
- **Lead Enrichment:** 10.0/10 (Category avg: 8.0/10)

#### Who Is the Company Behind DealSignal?

- **Seller:** [DealSignal](https://www.g2.com/sellers/dealsignal)
- **Year Founded:** 2014
- **HQ Location:** San Francisco, CA
- **Twitter:** @DealSignal  
444 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c26a46f18838a09db57266ec09ee94dc2be5f5389763e304aafac499ee1abc7c&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F3676687%2F&secure%5Burl_type%5D=linkedin_company_website)  
28 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Marketing and Advertising, Computer Software
- **Company Size:** 79% Small, 21% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **accuracy** of DealSignal, enhancing business development through precise insights and targeted content creation.
- Users value the **accuracy of information** in DealSignal, enhancing their business strategies and engagement with prospects.
- Users praise DealSignal for its **precision in business development** , enhancing their targeting and engagement efforts effectively.
- Users find that DealSignal provides **valuable insights** for targeted initiatives, enhancing their business development efforts significantly.
- Users value the **targeted data insights** from DealSignal, enhancing business development and engagement with prospects.

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

**["BD Boost"](https://www.g2.com/survey_responses/dealsignal-review-10805160)**

**Rating:** 4.5/5.0 stars

_— Julie O._

[Read full review](https://www.g2.com/survey_responses/dealsignal-review-10805160)

**["Reliable and High-Quality B2B Data Provider"](https://www.g2.com/survey_responses/dealsignal-review-9568680)**

**Rating:** 5.0/5.0 stars

_— Jason H._

[Read full review](https://www.g2.com/survey_responses/dealsignal-review-9568680)

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

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

### [Lead411](https://www.g2.com/products/lead411/reviews)

Lead411 is an Unlimited data provider that has the most comprehensive and accurate information about contacts and companies available in the marketplace. We currently have over 450M contacts, within 20M companies worldwide. Through targeted filters, and Growth Intent Data, and direct customer outreach with the built-in email tool Reach, customers are able to view complete contact data profiles and find growing companies that are more likely to be in a buying cycle for adding services/solutions. Ask about Unlimited Data! We also offer Buyer Intent Data powered by Bombora, so you can identify companies that are looking for solutions/services you provide based on topics, and then identify the decision makers you need to reach out to. Our sales intelligence data points are an easy way for you to filter for companies that make the most sense to reach out to. Sales Intelligence data points include: Recently Funded Companies New Company Location IPO Announcement Hiring Plans Job Openings New Employee Hire New Executive Employee Hire New Employee Promotion Company Awards and More Find and keep track of all your most important leads in our A.I. dashboard that automatically tracks key indicators for you, so you can simply open the dashboard, and start reaching out to the hottest opportunities through an email (using our A.I.) or give them a call utilizing our most accurate direct dial data. Not only can you find the best opportunities in Lead411, but you can also reach out directly from our platform using our Reach Email Automation Feature. With Reach, you can set up automated email, cadences and campaigns so once you find your targeted audience, reaching out is as simple as a few clicks. No more exporting lists to a third-party platform, you can keep notes and monitor the progress of your efforts with ease. Lead411 believes in helping companies start the sales process with a targeted conversation. Through accurate contact data fueled by innovative data intelligence, we give you an advantage over other solutions. Discover contact data from companies that are in a buying position, save time through filtered sales data points, and reach out directly from our platform to get the results you need to ensure a healthy pipeline.

**Average Rating:** 4.5/5.0

**Total Reviews:** 480

#### How Do G2 Users Rate Lead411?

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10)
- **Data Sources:** 8.6/10 (Category avg: 8.6/10)
- **Advanced Data Collection:** 8.5/10 (Category avg: 8.2/10)
- **Lead Enrichment:** 7.9/10 (Category avg: 8.0/10)

#### Who Is the Company Behind Lead411?

- **Seller:** [Lead411](https://www.g2.com/sellers/lead411)
- **Year Founded:** 2001
- **HQ Location:** Boulder, Colorado
- **Twitter:** @lead411  
1,892 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=a3925180e46076b532e335136bda5ebb895b0f2bfece95c7765e67ff46cdf26b&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F335997%2F&secure%5Burl_type%5D=linkedin_company_website)  
12 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** CEO, President
- **Top Industries:** Information Technology and Services, Marketing and Advertising
- **Company Size:** 66% Small, 21% Medium

#### What Do G2 Reviewers Say About Lead411?

_AI-generated summary from verified user reviews_

##### Pros

- Users value the **accurate contact information** provided by Lead411, enhancing their engagement and connection efforts.
- Users love the **ease of use** of Lead411, appreciating the accurate data and user-friendly interface.
- Users value the **exceptional accuracy** of Lead411's data, which enhances their outbound efforts significantly.
- Users find **Lead411's lead generation** invaluable for quickly connecting with potential sales opportunities and contacts.
- Users appreciate the **exceptional accuracy** of Lead411, praising the comprehensive and up-to-date B2B contact data available.

##### Cons

- Users report that **important contacts can be outdated** , affecting the reliability of information in Lead411.
- Users note that **important contacts are sometimes outdated** , affecting the reliability of the data provided by Lead411.
- Users find the **inaccuracy of contact information** in Lead411 frustrating, affecting their outreach efforts.
- Users note that **important contacts are sometimes outdated** , impacting reliability for niche markets and comprehensive needs.
- Users find the **data inaccuracy** of Lead411 frustrating, often encountering unverified or junk email addresses.

#### What Are Recent G2 Reviews of Lead411?

**["Unlimited Leads and AI-Powered Ease of Use"](https://www.g2.com/survey_responses/lead411-review-12649099)**

**Rating:** 5.0/5.0 stars

_— Kelly C._

[Read full review](https://www.g2.com/survey_responses/lead411-review-12649099)

**["Access to Robust Buying Intent Insights and Contact Data to Improve Targeting and Pipeline Velocity"](https://www.g2.com/survey_responses/lead411-review-12972002)**

**Rating:** 5.0/5.0 stars

_— Jacquelyn G._

[Read full review](https://www.g2.com/survey_responses/lead411-review-12972002)

#### What Are G2 Users Discussing About Lead411?

- [What is Lead411 used for?](https://www.g2.com/discussions/what-is-lead411-used-for) - 1 comment

### [Sensor Tower](https://www.g2.com/products/sensor-tower/reviews)

Sensor Tower is a global provider of digital intelligence solutions, empowering companies to understand consumer behavior and market performance across mobile apps, digital platforms, and gaming ecosystems. Headquartered in San Francisco, Sensor Tower's insights are trusted by more than 2,500 enterprises worldwide.

**Average Rating:** 4.3/5.0

**Total Reviews:** 141

#### How Do G2 Users Rate Sensor Tower?

- **Has the product been a good partner in doing business?:** 8.3/10 (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:** 7.0/10 (Category avg: 8.0/10)

#### Who Is the Company Behind Sensor Tower?

- **Seller:** [Sensor Tower](https://www.g2.com/sellers/sensor-tower)
- **Year Founded:** 2013
- **HQ Location:** San Francisco, California
- **Twitter:** @SensorTower  
204,008 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=18200829558f9b27d1b348bb6c2a74ea8eb6b757f090aac8d26b7bda5696b116&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fsensor-tower%2F&secure%5Burl_type%5D=linkedin_company_website)  
438 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Games, Information Technology and Services
- **Company Size:** 47% Medium, 31% Small

#### What Are Recent G2 Reviews of Sensor Tower?

**["More than 5 years with Data.ai"](https://www.g2.com/survey_responses/sensor-tower-review-8908691)**

**Rating:** 4.0/5.0 stars

_— Jane A._

[Read full review](https://www.g2.com/survey_responses/sensor-tower-review-8908691)

**["Excellent Resource for Monitoring App Performance"](https://www.g2.com/survey_responses/sensor-tower-review-8920388)**

**Rating:** 4.5/5.0 stars

_— John E._

[Read full review](https://www.g2.com/survey_responses/sensor-tower-review-8920388)

#### What Are G2 Users Discussing About Sensor Tower?

- [Is sensor tower accurate?](https://www.g2.com/discussions/is-sensor-tower-accurate)
- [What is sensor tower Aso?](https://www.g2.com/discussions/what-is-sensor-tower-aso)
- [Where does Sensor Tower get its data?](https://www.g2.com/discussions/where-does-sensor-tower-get-its-data)
- [What does App Annie do?](https://www.g2.com/discussions/what-does-app-annie-do) - 1 comment
- [What does Sensor Tower do?](https://www.g2.com/discussions/what-does-sensor-tower-do)

### [People Data Labs](https://www.g2.com/products/people-data-labs/reviews)

We handle the heavy-lifting of data collection, so you can build innovative and compliant data solutions at scale. Every day, our clients use our data to build person profiles, enrich person records, power predictive modeling, drive artificial intelligence, and build new tools to make their teams more efficient, productive, and successful. We’re proud to be the preferred data partner to the data science and engineering teams building the next generation of data-driven products and services. Sign Up for a Free API Key and start enriching profiles for free, no credit card required.

**Average Rating:** 4.3/5.0

**Total Reviews:** 15

#### How Do G2 Users Rate People Data Labs?

- **Has the product been a good partner in doing business?:** 8.6/10 (Category avg: 9.1/10)

#### Who Is the Company Behind People Data Labs?

- **Seller:** [People Data Labs](https://www.g2.com/sellers/people-data-labs-c5a31d58-6904-403e-8c68-ee82af5b61e5)
- **Year Founded:** 2015
- **HQ Location:** San Francisco, CA
- **Twitter:** @PeopleDataLabs  
1,318 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=c22ea3e618898863df1d0e727e477b0ae72627aa3d48114d672ec42b281de60d&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fpeopledatalabs&secure%5Burl_type%5D=linkedin_company_website)  
94 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Computer Software
- **Company Size:** 59% Small, 41% Medium

#### What Do G2 Reviewers Say About People Data Labs?

_AI-generated summary from verified user reviews_

##### Cons

- Users express frustration over **credit limitations** leading to sudden account disablement without warning or support response.
- Users experience **inefficiency** with unresponsive support and sudden account disablements despite staying within limits.
- Users experience **poor customer support** , facing unresponsiveness and lack of explanation for account issues.

#### What Are Recent G2 Reviews of People Data Labs?

**["Good source, a bit expensive!"](https://www.g2.com/survey_responses/people-data-labs-review-8192169)**

**Rating:** 5.0/5.0 stars

_— Bhargav P._

[Read full review](https://www.g2.com/survey_responses/people-data-labs-review-8192169)

**["Great data source for people/companies"](https://www.g2.com/survey_responses/people-data-labs-review-5318126)**

**Rating:** 4.0/5.0 stars

_— Verified User in Venture Capital & Private Equity_

[Read full review](https://www.g2.com/survey_responses/people-data-labs-review-5318126)

#### What Are G2 Users Discussing About People Data Labs?

- [What is People Data Labs used for?](https://www.g2.com/discussions/what-is-people-data-labs-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 commend the **ease of use** of OceanFrogs, citing straightforward access and seamless integration into existing workflows.
- Users praise the **accuracy** of OceanFrogs, noting its reliable and clean company data across various industries.
- Users value the **accuracy and cleanliness** of OceanFrogs' data, highlighting its reliable industry coverage and ease of use.
- Users value the **comprehensive data** from OceanFrogs, noting its accuracy and ease of integration into workflows.
- Users commend the **proactive and responsive customer support** of OceanFrogs, enhancing ease of implementation and usage.

##### Cons

- Users find the **filtering difficulty** notable, as additional filters like years of experience are needed for better results.
- Users feel that additional filters like **years of experience** are necessary for better results with OceanFrogs.
- Users feel that the **inadequate filtering** options limit their ability to find suitable matches effectively.
- Users note a **lack of detail** in certain segments, desiring more frequent updates for improved insights.
- Users feel that the **outdated data** in OceanFrogs limits the value and accuracy of company 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)

### [Cypris Platform](https://www.g2.com/products/cypris-platform/reviews)

Cypris provides AI-powered R&D intelligence and knowledge management tools for corporate research and development teams. Our platform aggregates over 600 million data points from global patents, chemical compounds scientific literature, and market sources to help R&D professionals make faster, more informed decisions while preserving institutional knowledge. We serve customers ranging from Fortune 100 companies to leading government agencies who rely on Cypris to cut through information overload and surface the insights that matter most to their research strategy.

**Average Rating:** 4.7/5.0

**Total Reviews:** 19

#### How Do G2 Users Rate Cypris Platform?

- **Has the product been a good partner in doing business?:** 8.8/10 (Category avg: 9.1/10)
- **Data Sources:** 10.0/10 (Category avg: 8.6/10)
- **Lead Enrichment:** 10.0/10 (Category avg: 8.0/10)

#### Who Is the Company Behind Cypris Platform?

- **Seller:** [Cypris](https://www.g2.com/sellers/cypris)
- **Company Website:** www.cypris.ai
- **Year Founded:** 2020
- **HQ Location:** New York, US
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=40d2d0b15ff3bfb21d84f03a1385afae030e5b062a675a2d7903f22200fc4568&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2Fcybris%2F&secure%5Burl_type%5D=linkedin_company_website)  
40 employees on LinkedIn®
- **Ownership:** Steve Hafif

#### Who Uses This Product?

- **Company Size:** 58% Large, 32% Small

#### What Are Recent G2 Reviews of Cypris Platform?

**["Cypris Platform: Productivity Boost for Cross-Team Communication"](https://www.g2.com/survey_responses/cypris-platform-review-13219765)**

**Rating:** 5.0/5.0 stars

_— Verified User in Hospital & Health Care_

[Read full review](https://www.g2.com/survey_responses/cypris-platform-review-13219765)

**["Cyprus Platform Cuts Our Time and our Staff in Half"](https://www.g2.com/survey_responses/cypris-platform-review-13210155)**

**Rating:** 5.0/5.0 stars

_— Verified User in Tobacco_

[Read full review](https://www.g2.com/survey_responses/cypris-platform-review-13210155)

#### What Are G2 Users Discussing About Cypris Platform?

- [What is Cypris Market Intelligence used for?](https://www.g2.com/discussions/what-is-cypris-market-intelligence-used-for)

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

TAMI is a real-time B2B sales intelligence and CRM enrichment platform. While traditional platforms like ZoomInfo, Cognism, Apollo, and Lusha sell static, generic contact databases, TAMI uses patented live-detection technology to track real-time buying signals across eCommerce, payments, and logistics. How We Win: Live Data vs. Static Lists Patented 3-Layer Detection: Continuously tracks live tech stacks across payment processors (Stripe, Adyen), eCommerce platforms (Shopify, Magento), and shipping data (carriers, 3PLs). Real-Time Enrichment: Data is refreshed at the point of use. Job changes are flagged instantly, dead leads are purged, and CRMs sync bidirectionally (Salesforce, HubSpot, Dynamics). TAM-First Prospecting: Instead of just buying a contact list, revenue teams map their entire Total Addressable Market (TAM) using built-in ICP tiering, lookalike modelling, and 300+ industry-specific filters. The Numbers That Matter Scale: 71M+ companies | 400M+ contacts. Accuracy: 95%+ contact accuracy with 75% direct-dial coverage. Deliverability: Sub-5% email bounce rate (vs. the 10-15% industry average). Compliance: Fully GDPR-compliant, EU-headquartered (Dublin), with configurable risk tolerance by country. Built for High-Growth Verticals, TAMI delivers predictable pipelines for CROs, CMOs, and GTMTeams across three core sectors: Target Vertical. What TAMI Tracks for You Logistics & Shipping Carrier usage, 3PL data, and shipping destinations. Payments & Fintech Active payment processors and merchant activity. eCommerce & Martech Platform tech stacks and competitor customer tracking.

**Average Rating:** 4.3/5.0

**Total Reviews:** 136

#### How Do G2 Users Rate TAMI?

- **Has the product been a good partner in doing business?:** 9.2/10 (Category avg: 9.1/10)
- **Data Sources:** 8.5/10 (Category avg: 8.6/10)
- **Advanced Data Collection:** 8.2/10 (Category avg: 8.2/10)
- **Lead Enrichment:** 8.8/10 (Category avg: 8.0/10)

#### Who Is the Company Behind TAMI?

- **Seller:** [TAMI](https://www.g2.com/sellers/tami)
- **Company Website:** tami.ai
- **Year Founded:** 2016
- **HQ Location:** Dublin City
- **Twitter:** @TAMI\_co\_uk  
1,062 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=050b2bb4ac90b88bfb43ad8e25213bbb26d456376cae08a5bb14263261546f6a&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F4974583%2F&secure%5Burl_type%5D=linkedin_company_website)  
54 employees on LinkedIn®

#### Who Uses This Product?

- **Who Uses This:** Sales Manager, Area Sales Manager
- **Top Industries:** Financial Services, Logistics and Supply Chain
- **Company Size:** 43% Large, 32% Medium

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

**["Easy to use"](https://www.g2.com/survey_responses/tami-review-7898534)**

**Rating:** 5.0/5.0 stars

_— Therese L._

[Read full review](https://www.g2.com/survey_responses/tami-review-7898534)

**["Great Lead Generation Tool"](https://www.g2.com/survey_responses/tami-review-6749628)**

**Rating:** 4.0/5.0 stars

_— Adrian D._

[Read full review](https://www.g2.com/survey_responses/tami-review-6749628)

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

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

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

Global B2B Data Platform Built For The AI Era Established in 2020, AroundDeal is globally recognized as a leading B2B data intelligence platform in the Asia-Pacific (APAC), trusted by over 100,000 customers and users worldwide. We help companies access and use high-quality business data at scale — through a self-serve platform, scalable custom datasets, and real-time APIs. From go-to-market teams to operations and data teams, AroundDeal supports automation-ready workflows and long-term usage across global markets. 1. Prospector - Find Your Next Customer with Better Data Quickly build targeted prospect lists with 100M+ contacts data & receive alerts when contacts change jobs. 2. Scalable Custom Datasets - Custom data has always been part of AroundDeal’s strength. What’s new in the AI era is scalability. By combining AI-assisted data processing with standardized delivery pipelines, AroundDeal turns custom requirements — fields, logic, coverage, or refresh cycles — into repeatable, production-ready outputs, delivered through APIs or secure bulk formats. 3. Real-time APIs - AroundDeal APIs are built for the AI era. They deliver structured, real-time business data that can be consumed directly by modern systems, workflows, and AI-driven applications - not just downloaded as static lists. 4. Chrome extension - Find Leads Everywhere Get targeted contact and company information directly on LinkedIn.

**Average Rating:** 4.7/5.0

**Total Reviews:** 183

#### How Do G2 Users Rate AroundDeal?

- **Has the product been a good partner in doing business?:** 8.9/10 (Category avg: 9.1/10)
- **Data Sources:** 7.5/10 (Category avg: 8.6/10)
- **Advanced Data Collection:** 8.0/10 (Category avg: 8.2/10)
- **Lead Enrichment:** 7.7/10 (Category avg: 8.0/10)

#### Who Is the Company Behind AroundDeal?

- **Seller:** [AroundDeal](https://www.g2.com/sellers/arounddeal)
- **Year Founded:** 2020
- **HQ Location:** Shanghai, CN
- **Twitter:** @AroundDeal  
182 Twitter followers
- **LinkedIn® Page:** [www.linkedin.com](https://www.g2.com/external_clickthroughs/record?secure%5Bsource_type%5D=product_profile&secure%5Btoken%5D=415d04882a8013263392f279eb240907f80b9e6ff97445fc12682eb8a65afde0&secure%5Burl%5D=https%3A%2F%2Fwww.linkedin.com%2Fcompany%2F29282255%2F&secure%5Burl_type%5D=linkedin_company_website)  
23 employees on LinkedIn®

#### Who Uses This Product?

- **Top Industries:** Marketing and Advertising, Computer Software
- **Company Size:** 73% Small, 20% Medium

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

_AI-generated summary from verified user reviews_

##### Pros

- Users find AroundDeal to be incredibly **user-friendly** , allowing for easy navigation and efficient task completion.
- Users value AroundDeal for its **accurate and comprehensive contact information** that streamlines prospecting and outreach efforts.
- Users love the **user-friendly interface** of AroundDeal, making navigation and prospecting tasks quick and efficient.
- Users value the **efficiency** of AroundDeal, appreciating its quick access to accurate data that streamlines their workflow.
- Users value the **helpful support** from AroundDeal, finding it to be a complete and useful tool.

##### Cons

- Users find the **limited credits** frustrating, hindering their ability to thoroughly assess AroundDeal's features and capabilities.
- Users find the **pricing too high** and request more affordable options and additional free credits for better value.
- Users find the **limited free access** restricts their ability to fully assess the software's features and accuracy.
- Users find **credit limitations frustrating** , as high prices necessitate purchasing additional credits for full program access.
- Users find the **data accuracy inconsistency** frustrating, especially during the limited free trial that restricts evaluation capabilities.

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

**["Migration Issues, But Stellar Support"](https://www.g2.com/survey_responses/arounddeal-review-12377376)**

**Rating:** 5.0/5.0 stars

_— Mark S._

[Read full review](https://www.g2.com/survey_responses/arounddeal-review-12377376)

**["User-Friendly with Accurate Data Solutions"](https://www.g2.com/survey_responses/arounddeal-review-12022001)**

**Rating:** 4.0/5.0 stars

_— Moeneeb S._

[Read full review](https://www.g2.com/survey_responses/arounddeal-review-12022001)

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

- [What is AroundDeal used for?](https://www.g2.com/discussions/what-is-arounddeal-used-for) - 1 upvote

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