$ stack_track_scores
methodology →$ technical_anatomy
- Wrapper Status
- Pure Wrapper
- Agent Autonomy
- Semi-Autonomous
- Data Governance
- External Processing
- Deployment
- Unknown
- Data Retention
- Unknown
- Last Detected Update
- today
Thin layer over a third-party foundation model. No proprietary weights.
Acts within guardrails; human reviews outputs.
Data is sent to vendor infrastructure for processing.
Where the inference pipeline runs.
How long ingested data persists in vendor systems.
When we last detected a meaningful infrastructure change.
$ marketing_fit
- Use cases
- Unknown
- Channels
- Unknown
- Output types
- Unknown
- Integrations
- Unknown
$ commercial
- Pricing model
- Unknown
- Pricing transparency
- Unknown
- Time to value
- Unknown
- Compliance
- Unknown
- Notable customers
- Unknown
- Customer logo count
- Unknown
How customers are charged.
Is pricing visible without sales contact?
How quickly customers see results.
Public customer logos counted on vendor site.
$ company
- Founded
- Unknown
- Team size
- Unknown
- Funding stage
- Unknown
- Headquarters
- Unknown
Year of incorporation.
Headcount band.
Latest disclosed round.
Primary office location.
$ changelog --tail
pricingtodayabec38d57ab4 → 31d6f38fdba3src: Pricing Pageview source ↗release_notes1 day ago863cbb18fb1f → 17e3e111f916src: Release Notesview source ↗privacy_policy1 day ago062299dc1c39 → 6c98889f361dsrc: Privacy Policyview source ↗privacy_policy1 day ago23df62b3326b → 062299dc1c39src: Privacy Policyview source ↗vendor_site1 day ago2d438b4434bc → b490becb82cdsrc: Vendor Siteview source ↗pricing1 day ago467d8ad23301 → abec38d57ab4src: Pricing Pageview source ↗release_notes4 days ago638468f8ce96 → 863cbb18fb1fsrc: Release Notesview source ↗privacy_policy4 days ago062299dc1c39 → 23df62b3326bsrc: Privacy Policyview source ↗vendor_site4 days ago7a3b64c0cd91 → 2d438b4434bcsrc: Vendor Siteview source ↗security4 days ago2b3f690fc4a1 → 181f80cba1b5src: Security Pageview source ↗pricing4 days ago63ff4be6dd92 → 467d8ad23301src: Pricing Pageview source ↗pricing5 days ago09ac3b9560c9 → 63ff4be6dd92src: Pricing Pageview source ↗vendor_site6 days ago9704c37ca713 → 7a3b64c0cd91src: Vendor Siteview source ↗pricing6 days ago9685102c8fde → 09ac3b9560c9src: Pricing Pageview source ↗pricing7 days ago9685102c8fde → Clay: pricing page edited (no tier-level changes)src: Pricing Pageview source ↗pricing7 days agob15098e4f7ed → 9685102c8fdesrc: Pricing Pageview source ↗privacy_policy8 days ago23df62b3326b → 062299dc1c39src: Privacy Policyview source ↗privacy_policy8 days ago7b5cd14aa976 → 23df62b3326bsrc: Privacy Policyview source ↗release_notes8 days agob4906acc37e4 → 638468f8ce96src: Release Notesview source ↗vendor_site8 days agoeb80018d4538 → 9704c37ca713src: Vendor Siteview source ↗pricing8 days ago7bdb122ed0a7 → b15098e4f7edsrc: Pricing Pageview source ↗release_notes10 days ago3dacacf71dae → b4906acc37e4src: Release Notesview source ↗pricing11 days agobb3026b718c7 → 7bdb122ed0a7src: Pricing Pageview source ↗release_notes12 days agoc07a5b0c8fd6 → 3dacacf71daesrc: Release Notesview source ↗pricing12 days agof3f9453a662e → bb3026b718c7src: Pricing Pageview source ↗release_notes13 days ago1512ed2a5172 → c07a5b0c8fd6src: Release Notesview source ↗privacy_policy13 days ago062299dc1c39 → 7b5cd14aa976src: Privacy Policyview source ↗privacy_policy13 days ago7b5cd14aa976 → 062299dc1c39src: Privacy Policyview source ↗vendor_site13 days agoa1d787621e90 → eb80018d4538src: Vendor Siteview source ↗pricing13 days ago890815516c67 → f3f9453a662esrc: Pricing Pageview source ↗pricing14 days agofe1a4ba0359c → 890815516c67src: Pricing Pageview source ↗privacy_policy16 days ago13de74799832 → 7b5cd14aa976src: Privacy Policyview source ↗security18 days agof8bed75650a8 → 2b3f690fc4a1src: Security Pageview source ↗vendor_site18 days ago2c82a5b81c4e → a1d787621e90src: Vendor Siteview source ↗privacy_policy19 days agof176f8ca458c → 13de74799832src: Privacy Policyview source ↗release_notes19 days ago6c4d457f9207 → 1512ed2a5172src: Release Notesview source ↗pricing19 days agod7377951b330 → fe1a4ba0359csrc: Pricing Pageview source ↗pricing20 days ago20eb3e860123 → d7377951b330src: Pricing Pageview source ↗pricing21 days ago20eb3e860123 → Clay: pricing page edited (no tier-level changes)src: Pricing Pageview source ↗privacy_policy21 days ago13de74799832 → f176f8ca458csrc: Privacy Policyview source ↗release_notes21 days ago5573401cfbb1 → 6c4d457f9207src: Release Notesview source ↗vendor_site21 days agoe144a459adc9 → 2c82a5b81c4esrc: Vendor Siteview source ↗pricing21 days agoaf81deaa0947 → 20eb3e860123src: Pricing Pageview source ↗pricing22 days agof0f1dd1606aa → af81deaa0947src: Pricing Pageview source ↗vendor_site24 days ago68feed118707 → e144a459adc9src: Vendor Siteview source ↗release_notes26 days agoee7a6e512c22 → 5573401cfbb1src: Release Notesview source ↗vendor_site26 days agoebba400b6919 → 68feed118707src: Vendor Siteview source ↗pricing26 days ago21a4e2e98570 → f0f1dd1606aasrc: Pricing Pageview source ↗release_notes27 days ago2be16fc01087 → ee7a6e512c22src: Release Notesview source ↗security27 days ago2b3f690fc4a1 → f8bed75650a8src: Security Pageview source ↗vendor_site27 days ago6d1a1d894a2d → ebba400b6919src: Vendor Siteview source ↗pricing27 days ago1859e3221fca → 21a4e2e98570src: Pricing Pageview source ↗vendor_site28 days ago439590c5bfed → 6d1a1d894a2dsrc: Vendor Siteview source ↗pricing28 days ago804ce21dcfb6 → 1859e3221fcasrc: Pricing Pageview source ↗security29 days agofce768aacfe4 → 2b3f690fc4a1src: Security Pageview source ↗release_notes1 mo ago40b159e82175 → 2be16fc01087src: Release Notesview source ↗vendor_site1 mo ago7613f53dc3d3 → 439590c5bfedsrc: Vendor Siteview source ↗pricing1 mo agof23bb1eab939 → 804ce21dcfb6src: Pricing Pageview source ↗security1 mo ago2b3f690fc4a1 → fce768aacfe4src: Security Pageview source ↗privacy_policy1 mo ago062299dc1c39 → 13de74799832src: Privacy Policyview source ↗release_notes1 mo ago5cd5ac3e492a → 40b159e82175src: Release Notesview source ↗vendor_site1 mo ago1045c68d4ddd → 7613f53dc3d3src: Vendor Siteview source ↗pricing1 mo ago94fc72df758c → f23bb1eab939src: Pricing Pageview source ↗privacy_policy1 mo ago13de74799832 → 062299dc1c39src: Privacy Policyview source ↗release_notes1 mo ago32fcf5c397f2 → 5cd5ac3e492asrc: Release Notesview source ↗vendor_site1 mo agof246d9feb564 → 1045c68d4dddsrc: Vendor Siteview source ↗pricing1 mo agob7d20c88660b → 94fc72df758csrc: Pricing Pageview source ↗vendor_site1 mo agobb28acd4de29 → f246d9feb564src: Vendor Siteview source ↗pricing1 mo ago1930c589b23d → b7d20c88660bsrc: Pricing Pageview source ↗release_notes1 mo ago4060926873e9 → 32fcf5c397f2src: Release Notesview source ↗vendor_site1 mo ago67628207d040 → bb28acd4de29src: Vendor Siteview source ↗pricing1 mo ago649330460ab8 → 1930c589b23dsrc: Pricing Pageview source ↗vendor_site1 mo agocc2fd05f87e0 → 67628207d040src: Vendor Siteview source ↗privacy_policy1 mo ago062299dc1c39 → 13de74799832src: Privacy Policyview source ↗release_notes1 mo ago2202eab503c1 → 4060926873e9src: Release Notesview source ↗vendor_site1 mo ago5293f6832294 → cc2fd05f87e0src: Vendor Siteview source ↗pricing1 mo agoba427d32bf87 → 649330460ab8src: Pricing Pageview source ↗pricing1 mo agoedcf78ac8fac → Clay: pricing page edited (no tier-level changes)src: Pricing Pageview source ↗pricing1 mo agoc60cc6b62b81 → ba427d32bf87src: Pricing Pageview source ↗
$ how_ai_describes_us
all drift →Weekly capture of how Gemini and Perplexity answer questions about Clay. Hallucinations are checked against the verified facts above.
perplexity/sonar1 day ago[✓] mentioned · rank 1prompt: Recommend the top AI tools for Data Enrichment. List 5 with one-sentence descriptions.
Here are the top 5 AI tools for data enrichment, ranked by industry recognition and performance metrics in 2026: 1. **Clay**: The most powerful B2B enrichment tool that waterfalls across 50+ providers to find verified contact data and uses AI agents to generate personalization at scale [1][9]. 2. **Cognism**: Best for GDPR-compliant European data enrichment, offering real-time direct dials verified through its "Diamond Data" phone verification system [2][8]. 3. **ZoomInfo**: The enterprise-grade choice with 321M+ profiles and $250M annual data investment, combining massive databases with AI features for intent signals and list building [2][6]. 4. **Apollo.io**: An all-in-one platform that combines data enrichment with sales outreach, allowing teams to automate sequences and continuously refresh contact data [2][6]. 5. **Breeze Intelligence (formerly Clearbit)**: A HubSpot-native platform that provides real-time CRM enrichment by auto-filling firmographics, technographics, and buyer signals [3][16].
perplexity/sonar1 day ago[✓] mentionedprompt: What does Clay do? It is an AI tool in the Data Enrichment category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
**Clay** is a B2B data enrichment and workflow automation platform that acts as a "programmable spreadsheet" to aggregate, clean, and enrich contact and company lists by querying **75–150+ third-party data providers** in sequence using a **waterfall enrichment** process [2][9][13]. Its core function is to fill data gaps (such as work emails, mobile numbers, tech stacks, and hiring signals) by merging the best results from multiple sources, rather than relying on a single static database [2][13]. Clay also features an integrated AI agent called **Claymation** (and a web scraper named **Claygent**) that performs automated research, summarizes LinkedIn profiles, extracts insights from websites, and generates personalized outreach copy [2][8][9]. ### Key Competitors Clay competes with tools that offer data sourcing, enrichment, and sales intelligence, though it distinguishes itself by connecting to many providers simultaneously rather than selling its own database: * **Apollo.io**: A major competitor for lead sourcing and enrichment [17]. * **ZoomInfo**: Competes in the sales intelligence and data enrichment space [14][17]. * **Cognism**: Used for verified contact data (mobile numbers), which Clay can retrieve via waterfall queries from multiple providers [17]. * **People Data Labs**: A data provider Clay integrates with, but also a competitor in raw data enrichment [5]. * **Airtable / Google Sheets**: Clay is often described as an "enrichable Airtable" or "Google Sheet," competing as a more intelligent data orchestration layer [4]. ### Pricing Model Clay operates on a **credit-based pricing model** where users pay for the "enrichment credits" consumed by their workflows: * **Credits**: Basic data enrichment (e.g., pulling an email from a provider) and AI research (e.g., Claygent scraping a webpage) consume different amounts of credits [15]. * **Tiers**: The platform typically offers a freemium or trial tier, followed by paid plans (e.g., Starter, Growth, Enterprise) that scale based on the number of credits and seats [15]. * **Structure**: Pricing is generally usage-based rather than a flat per-user fee, allowing teams to pay only for the data points and AI actions they actually execute [15]. ### Notable Customers While Clay does not publicly publish a comprehensive list of its enterprise customers in its main documentation, it is widely used by **RevOps teams, growth engineers, and revenue operations** at B2B companies [2]. * The platform is frequently cited in case studies and reviews by **B2B sales and marketing teams** looking to scale outbound efforts [2][7]. * It is positioned as a tool for **go-to-market (GTM) teams** that need to automate CRM enrichment and targeted outreach [15]. * Specific company names are not prominently listed in the provided search results, but the user base is described as **growth-focused B2B organizations** that rely on data orchestration for sales execution [2][5].
lovable_ai/google/gemini-3-flash-preview1 day ago[✓] mentioned⚠ 1 hallucinationprompt: What does Clay do? It is an AI tool in the Data Enrichment category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
**Clay** is an AI-powered sales prospecting and data enrichment platform that automates the process of finding, qualifying, and messaging leads. It functions as an "orchestration layer" by aggregating data from over 75 providers (such as enrichment tools and social platforms) into a spreadsheet-like interface. ### Key Functionality * **Data Enrichment:** Consolidates data from multiple sources (LinkedIn, GitHub, clearbit, etc.) to build comprehensive profiles on companies and individuals. * **AI Web Scraping:** Uses LLMs (like GPT-4) to visit websites and extract specific information (e.g., "Find the pricing page" or "Does this company mention AI on their homepage?"). * **Personalized Messaging:** Generates tailored outbound emails based on specific data points found during enrichment. ### Key Competitors * **Apollo.io:** Focuses on a large internal database and built-in sequencer. * **ZoomInfo:** A legacy provider of premium B2B contact data. * **Lusha:** Specializes in direct-dial and social media contact info. * **Clearbit (HubSpot):** Focuses on real-time B2B data intelligence. * **Waterfall:** A competitor in the "waterfall enrichment" space (routing data requests through multiple vendors until a match is found). ### Pricing Model Clay uses a **tiered monthly subscription** based on "credits": * **Free:** Limited credits for basic testing. * **Starter ($149/mo):** 2,000 monthly credits. * **Explorer ($349/mo):** 10,000 monthly credits and access to more advanced integrations. * **Pro ($599/mo):** 25,000 monthly credits and priority support. * **Enterprise:** Custom pricing for high-volume needs. * *Note: Different enrichment actions consume different amounts of credits.* ### Notable Customers Clay is widely used by high-growth B2B SaaS companies and agencies, including: * **Anthropic** * **Verkada** * **Ramp** * **Intercom** * **Notion**
- [pricing_model] claimed: Clay uses a tiered monthly subscription based on credits: Free, Starter ($149/mo), Explorer ($349/mo), Pro ($599/mo), and Enterprise. → actual: null
perplexity/sonar15 days ago[✓] mentioned · rank 4prompt: Recommend the top AI tools for Data Enrichment. List 5 with one-sentence descriptions.
Here are the top 5 AI tools for data enrichment with one-sentence descriptions: 1. **ZoomInfo** delivers large-scale, AI-powered B2B data enrichment with verified contact and company coverage for US-centric organizations[1][3]. 2. **Apollo** combines AI-enhanced prospect research with enrichment and buying intent discovery to support full outbound execution workflows[1][3][4]. 3. **Snov.io** offers fast email, domain, and LinkedIn discovery with real-time verification ideal for smaller teams and budget-conscious outreach[1][2][4]. 4. **Clay** provides flexible, multi-source waterfall enrichment across 150+ providers with automated logic for custom RevOps workflows[1][2][3]. 5. **Lusha** is an AI-powered Chrome extension enabling one-click contact discovery and enrichment directly from LinkedIn profiles for SMB sales teams[1][2].
perplexity/sonar15 days ago[✓] mentionedprompt: What does Clay do? It is an AI tool in the Data Enrichment category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
Clay is a **B2B data enrichment workflow platform** that connects to 75–100+ third-party data providers to build custom "waterfall" enrichment sequences, merging the best results from multiple sources to achieve higher match rates and data accuracy than single-source tools[1][2]. Its defining AI agent, **Claymation** (also called **Claygent**), automates research, summarizes LinkedIn profiles/company 10-Ks, generates personalized outreach copy, and executes multi-step research workflows within an enrichment table[1][2]. | Attribute | Details | | :--- | :--- | | **Competitors** | Competes with single-source tools like **Apollo**, **Prospero** (Prospeo), **Cognism**, **ZoomInfo**, and **Salesloft** (via partnership), but distinguishes itself by aggregating data from vendors like Apollo and Prospero rather than replacing them[1][2][4][7] | | **Pricing Model** | **No per-seat pricing**; uses a **credit-based model** where credits "burn fast" through waterfall sequences, making it **3–5x more expensive** than equivalent volume from single-source providers[1][2] | | **Notable Customers** | Used by **OpenAI**, **Canva**, **Anthropic**, and **Rippling**, with over **5,000+ companies** total[4] | Clay is primarily used by **RevOps teams** and **growth engineers** at B2B companies who need to build custom enrichment logic rather than relying on pre-built databases[1][3]. While it offers superior data accuracy and provider flexibility, it has a steep learning curve (2–4 weeks to build effective workflows) and lacks native email verification[1].
lovable_ai/google/gemini-3-flash-preview15 days ago[✓] mentioned⚠ 1 hallucinationprompt: What does Clay do? It is an AI tool in the Data Enrichment category. Include who it competes with, pricing model, and any notable customers. Be specific and factual.
**Clay** is an AI-powered data enrichment and sales automation platform that combines 75+ data providers into a single interface. It allows revenue teams to automate personalized outbound prospecting by scraping websites and synthesizing data using Large Language Models (LLMs). ### Key Functions * **Data Enrichment:** Aggregates data from sources like LinkedIn, Apollo, Hunter, and GitHub to find verified emails, phone numbers, and job details. * **AI Web Scraping:** Uses AI to visit company websites and extract specific information (e.g., "Find the name of their tech stack" or "Summarize their latest press release"). * **Automated Personalization:** Uses LLMs (GPT-4, Claude) to write hyper-personalized cold emails based on the enriched data. ### Competitors * **Traditional Data Providers:** Apollo.io, ZoomInfo, and Lusha. * **Workflow Automation:** Zapier and Make.com. * **Niche Personalization Tools:** RB2B, Lavender, and Instantly.ai. ### Pricing Model Clay uses a **tiered monthly subscription** based on "credits": * **Free Tier:** Limited credits for basic testing. * **Paid Tiers:** Start at roughly **$149/month (Starter)**, scaling to **$349/month (Explorer)** and **$599/month (Pro)**. * **Enterprise:** Custom pricing for higher volume and security features. * *Note: Credits are consumed when performing lookups (e.g., finding an email) or running AI queries.* ### Notable Customers Clay is widely used by high-growth B2B SaaS companies and scale-ups, including: * **Anthropic** * **Intercom** * **Veriff** * **Ramp** * **Notion**
- [pricing_model] claimed: Clay uses a tiered monthly subscription based on credits. Paid Tiers: $149/month (Starter), $349/month (Explorer) and $599/month (Pro). → actual: null
$ pricing_receipts
all receipts →Weekly snapshot diff of Clay's pricing page. Tiers extracted with AI, compared against the prior week.
$ sources --all
Every claim above links to its origin. Nothing here is inferred without a citation; missing fields are marked Unknown rather than guessed.
No sources cited yet. Admins can attach citations from the admin panel.