$ stack_track_scores
methodology →$ buyer_risk_breakdown
UNRATEDUnrated — insufficient public disclosure.
Not enough public disclosure to rate yet — 4 of 5 procurement inputs are still unknown. This is a data gap, not a negative signal.
- Compliance certifications
No SOC 2, ISO 27001, HIPAA, or GDPR posture disclosed in our sources.
to improve → Vendor publishes a trust/security page listing at least one certification.
- Funding stage
Funding stage not yet captured (may be a division of a larger public company).
to improve → Mark parent company or public/profitable status.
- Company age
Founding year not yet captured.
to improve → Add founding year to vendor profile.
- Team size
Team size band not yet captured.
to improve → Add team size band (LinkedIn / vendor disclosure).
- Data governance posture
External processing: customer data is sent to vendor infrastructure.
to improve → Offer a zero-copy or in-VPC deployment option.
$ 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
release_notestodaye84612bfd055 → 9ca6cadacfe7src: Release Notesview source ↗vendor_site4 days agofdc0bf9d3f0a → e0141475d367src: Vendor Siteview source ↗pricing4 days agod8b78a7e67ee → 9631c73b59fasrc: Pricing Pageview source ↗vendor_site9 days agof34857f7feab → fdc0bf9d3f0asrc: Vendor Siteview source ↗pricing9 days ago0355c2418913 → d8b78a7e67eesrc: Pricing Pageview source ↗pricing10 days ago689084b8dfec → Clay: pricing page edited (no tier-level changes)src: Pricing Pageview source ↗pricing17 days ago5a862ff52106 → Clay: pricing page edited (no tier-level changes)src: Pricing Pageview source ↗release_notes23 days ago588d1643a41f → e84612bfd055src: Release Notesview source ↗pricing1 mo ago808fa1df1db5 → Clay: pricing page edited (no tier-level changes)src: Pricing Pageview source ↗pricing1 mo ago4434d9dc92e4 → 0355c2418913src: Pricing Pageview source ↗pricing1 mo agoa402f1977648 → 4434d9dc92e4src: Pricing Pageview source ↗vendor_site1 mo agoa907af223871 → f34857f7feabsrc: Vendor Siteview source ↗release_notes1 mo agocac6c540d6f7 → 588d1643a41fsrc: Release Notesview source ↗privacy_policy1 mo ago9db41b4d3aaa → 23df62b3326bsrc: Privacy Policyview source ↗vendor_site1 mo agob3399919414d → a907af223871src: Vendor Siteview source ↗pricing1 mo ago6106e23ef119 → a402f1977648src: Pricing Pageview source ↗vendor_site1 mo agodc894bb1468a → b3399919414dsrc: Vendor Siteview source ↗pricing1 mo ago6051253e65ad → 6106e23ef119src: Pricing Pageview source ↗privacy_policy1 mo ago23df62b3326b → 9db41b4d3aaasrc: Privacy Policyview source ↗privacy_policy1 mo ago6c98889f361d → 23df62b3326bsrc: Privacy Policyview source ↗release_notes1 mo ago17e3e111f916 → cac6c540d6f7src: Release Notesview source ↗vendor_site1 mo agob490becb82cd → dc894bb1468asrc: Vendor Siteview source ↗pricing1 mo ago31d6f38fdba3 → 6051253e65adsrc: Pricing Pageview source ↗pricing1 mo agoabec38d57ab4 → 31d6f38fdba3src: Pricing Pageview source ↗release_notes1 mo ago863cbb18fb1f → 17e3e111f916src: Release Notesview source ↗privacy_policy1 mo ago062299dc1c39 → 6c98889f361dsrc: Privacy Policyview source ↗privacy_policy1 mo ago23df62b3326b → 062299dc1c39src: Privacy Policyview source ↗vendor_site1 mo ago2d438b4434bc → b490becb82cdsrc: Vendor Siteview source ↗pricing1 mo ago467d8ad23301 → abec38d57ab4src: Pricing Pageview source ↗release_notes1 mo ago638468f8ce96 → 863cbb18fb1fsrc: Release Notesview source ↗privacy_policy1 mo ago062299dc1c39 → 23df62b3326bsrc: Privacy Policyview source ↗vendor_site1 mo ago7a3b64c0cd91 → 2d438b4434bcsrc: Vendor Siteview source ↗security1 mo ago2b3f690fc4a1 → 181f80cba1b5src: Security Pageview source ↗pricing1 mo ago63ff4be6dd92 → 467d8ad23301src: Pricing Pageview source ↗pricing1 mo ago09ac3b9560c9 → 63ff4be6dd92src: Pricing Pageview source ↗vendor_site1 mo ago9704c37ca713 → 7a3b64c0cd91src: Vendor Siteview source ↗pricing1 mo ago9685102c8fde → 09ac3b9560c9src: Pricing Pageview source ↗pricing1 mo ago9685102c8fde → Clay: pricing page edited (no tier-level changes)src: Pricing Pageview source ↗pricing1 mo agob15098e4f7ed → 9685102c8fdesrc: Pricing Pageview source ↗privacy_policy1 mo ago23df62b3326b → 062299dc1c39src: Privacy Policyview source ↗privacy_policy1 mo ago7b5cd14aa976 → 23df62b3326bsrc: Privacy Policyview source ↗release_notes1 mo agob4906acc37e4 → 638468f8ce96src: Release Notesview source ↗vendor_site1 mo agoeb80018d4538 → 9704c37ca713src: Vendor Siteview source ↗pricing1 mo ago7bdb122ed0a7 → b15098e4f7edsrc: Pricing Pageview source ↗release_notes1 mo ago3dacacf71dae → b4906acc37e4src: Release Notesview source ↗pricing1 mo agobb3026b718c7 → 7bdb122ed0a7src: Pricing Pageview source ↗release_notes1 mo agoc07a5b0c8fd6 → 3dacacf71daesrc: Release Notesview source ↗pricing1 mo agof3f9453a662e → bb3026b718c7src: Pricing Pageview source ↗release_notes1 mo ago1512ed2a5172 → c07a5b0c8fd6src: Release Notesview source ↗privacy_policy1 mo ago062299dc1c39 → 7b5cd14aa976src: Privacy Policyview source ↗privacy_policy1 mo ago7b5cd14aa976 → 062299dc1c39src: Privacy Policyview source ↗vendor_site1 mo agoa1d787621e90 → eb80018d4538src: Vendor Siteview source ↗pricing1 mo ago890815516c67 → f3f9453a662esrc: Pricing Pageview source ↗pricing1 mo agofe1a4ba0359c → 890815516c67src: Pricing Pageview source ↗privacy_policy2 mo ago13de74799832 → 7b5cd14aa976src: Privacy Policyview source ↗security2 mo agof8bed75650a8 → 2b3f690fc4a1src: Security Pageview source ↗vendor_site2 mo ago2c82a5b81c4e → a1d787621e90src: Vendor Siteview source ↗privacy_policy2 mo agof176f8ca458c → 13de74799832src: Privacy Policyview source ↗release_notes2 mo ago6c4d457f9207 → 1512ed2a5172src: Release Notesview source ↗pricing2 mo agod7377951b330 → fe1a4ba0359csrc: Pricing Pageview source ↗pricing2 mo ago20eb3e860123 → d7377951b330src: Pricing Pageview source ↗pricing2 mo ago20eb3e860123 → Clay: pricing page edited (no tier-level changes)src: Pricing Pageview source ↗privacy_policy2 mo ago13de74799832 → f176f8ca458csrc: Privacy Policyview source ↗release_notes2 mo ago5573401cfbb1 → 6c4d457f9207src: Release Notesview source ↗vendor_site2 mo agoe144a459adc9 → 2c82a5b81c4esrc: Vendor Siteview source ↗pricing2 mo agoaf81deaa0947 → 20eb3e860123src: Pricing Pageview source ↗pricing2 mo agof0f1dd1606aa → af81deaa0947src: Pricing Pageview source ↗vendor_site2 mo ago68feed118707 → e144a459adc9src: Vendor Siteview source ↗release_notes2 mo agoee7a6e512c22 → 5573401cfbb1src: Release Notesview source ↗vendor_site2 mo agoebba400b6919 → 68feed118707src: Vendor Siteview source ↗pricing2 mo ago21a4e2e98570 → f0f1dd1606aasrc: Pricing Pageview source ↗release_notes2 mo ago2be16fc01087 → ee7a6e512c22src: Release Notesview source ↗security2 mo ago2b3f690fc4a1 → f8bed75650a8src: Security Pageview source ↗vendor_site2 mo ago6d1a1d894a2d → ebba400b6919src: Vendor Siteview source ↗pricing2 mo ago1859e3221fca → 21a4e2e98570src: Pricing Pageview source ↗vendor_site2 mo ago439590c5bfed → 6d1a1d894a2dsrc: Vendor Siteview source ↗pricing2 mo ago804ce21dcfb6 → 1859e3221fcasrc: Pricing Pageview source ↗security2 mo agofce768aacfe4 → 2b3f690fc4a1src: Security Pageview source ↗release_notes2 mo ago40b159e82175 → 2be16fc01087src: Release Notesview source ↗vendor_site2 mo ago7613f53dc3d3 → 439590c5bfedsrc: Vendor Siteview source ↗pricing2 mo agof23bb1eab939 → 804ce21dcfb6src: Pricing Pageview source ↗security2 mo ago2b3f690fc4a1 → fce768aacfe4src: Security Pageview source ↗privacy_policy2 mo ago062299dc1c39 → 13de74799832src: Privacy Policyview source ↗release_notes2 mo ago5cd5ac3e492a → 40b159e82175src: Release Notesview source ↗vendor_site2 mo ago1045c68d4ddd → 7613f53dc3d3src: Vendor Siteview source ↗pricing2 mo ago94fc72df758c → f23bb1eab939src: Pricing Pageview source ↗privacy_policy2 mo ago13de74799832 → 062299dc1c39src: Privacy Policyview source ↗release_notes2 mo ago32fcf5c397f2 → 5cd5ac3e492asrc: Release Notesview source ↗vendor_site2 mo agof246d9feb564 → 1045c68d4dddsrc: Vendor Siteview source ↗pricing2 mo agob7d20c88660b → 94fc72df758csrc: Pricing Pageview source ↗vendor_site2 mo agobb28acd4de29 → f246d9feb564src: Vendor Siteview source ↗pricing2 mo ago1930c589b23d → b7d20c88660bsrc: Pricing Pageview source ↗release_notes2 mo ago4060926873e9 → 32fcf5c397f2src: Release Notesview source ↗vendor_site2 mo ago67628207d040 → bb28acd4de29src: Vendor Siteview source ↗pricing2 mo ago649330460ab8 → 1930c589b23dsrc: Pricing Pageview source ↗vendor_site2 mo agocc2fd05f87e0 → 67628207d040src: Vendor Siteview source ↗privacy_policy2 mo ago062299dc1c39 → 13de74799832src: Privacy Policyview source ↗release_notes2 mo ago2202eab503c1 → 4060926873e9src: Release Notesview source ↗vendor_site2 mo ago5293f6832294 → cc2fd05f87e0src: Vendor Siteview source ↗pricing2 mo agoba427d32bf87 → 649330460ab8src: Pricing Pageview source ↗pricing2 mo agoedcf78ac8fac → Clay: pricing page edited (no tier-level changes)src: Pricing Pageview source ↗pricing3 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/sonar11 days ago[✓] mentioned · rank 5prompt: Recommend the top AI tools for Data Enrichment. List 5 with one-sentence descriptions.
Here are **5 top AI tools for data enrichment** that consistently appear in recent rankings and comparison guides: - **Cleanlist** — Best for overall accuracy and waterfall enrichment, with strong benchmarked email verification and direct-dial results.[1] - **Cognism** — Strong choice for **EMEA data** and **GDPR-compliant** enrichment, especially for teams prioritizing compliant European contact data.[1][2] - **ZoomInfo** — A leading **enterprise B2B enrichment** platform with broad data coverage and intent data for large sales teams.[1][2] - **Apollo** — Good for **sales prospecting** and enrichment, with a generous free tier and an all-in-one workflow for outreach.[1][2] - **Clay** — Best for teams that want **custom, automated enrichment workflows** and multi-source data orchestration.[1][2][11] If you want, I can also give you a **best-by-use-case version** (e.g., startup, SMB, enterprise, CRM enrichment, or lead generation).
perplexity/sonar11 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 **data enrichment and sales automation** platform that works like a spreadsheet-based workflow builder: it pulls in company and contact data from many sources, enriches it with waterfall lookups, uses AI for research and message drafting, and can route or export the results into CRM and outreach tools.[3][5][10][11] It competes with tools that cover overlapping parts of the GTM and enrichment stack, including **ZoomInfo**, **Apollo**, **Clearbit**, **Hunter**, and **Owler** as data sources/providers used in similar workflows, plus workflow and outreach platforms that overlap with Clay’s use cases.[12][14] Clay’s own materials emphasize that it connects to 100+ external sources and supports enrichment, intent signals, AI research, and CRM sync, which places it in the broader market for sales enrichment and GTM automation.[11][14] On pricing, Clay uses a **tiered subscription model with usage-based credits** rather than a simple flat unlimited plan; third-party reviews describe plans such as **Free, Starter, Explorer, Pro, and Enterprise**, with credits consumed as users run enrichment, research, and automation actions.[13] Clay’s public-facing pages also present the product as plan-based and workflow-driven, with capabilities that expand across higher tiers.[3][13] Notable customers are not comprehensively listed in the search results provided, so I can’t verify a full customer roster from these sources. Clay’s public materials and third-party reviews here focus on product capabilities rather than named customers.[3][11][13]
lovable_ai/google/gemini-3-flash-preview11 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 sales prospecting and data enrichment platform that automates the process of finding, qualifying, and messaging leads. It functions as an "operating system" for outbound sales, combining data from 75+ third-party sources (like LinkedIn, Apollo, and Hunter) into a spreadsheet-style interface. ### Key Functionality * **Data Orchestration:** Aggregates multiple data providers to find verified emails, phone numbers, and company details without requiring separate subscriptions to each service. * **AI Web Scraping:** Uses LLMs (like GPT-4) to visit websites and extract specific information (e.g., "Find the name of the CEO's latest podcast appearance"). * **Automated Personalization:** Generates custom sales emails based on live data points pulled during the enrichment process. ### Competitors * **Apollo.io:** Primarily a database and sequencer; Clay is often used on top of Apollo for deeper enrichment. * **ZoomInfo:** Large-scale enterprise data provider; Clay competes by offering more flexible, multi-source enrichment. * **Lusha / RocketReach:** Specialized contact discovery tools. * **Instantly / Salesloft:** Engagement platforms that Clay integrates with or replaces for lead research. ### Pricing Model Clay uses a **tiered monthly subscription** based on "Credits." * **Free Tier:** Limited credits for testing. * **Paid Tiers:** Start at **$149/month** (Starter) and scale to **$349/month** (Explorer) and **$599/month** (Pro). * **Credit Usage:** Credits are consumed when data is enriched (e.g., finding an email or running an AI prompt). Enterprise pricing is available for higher volume needs. ### Notable Customers Clay is widely used by high-growth B2B tech companies and agencies, including: * **Anthropic** * **Intercom** * **Veriff** * **Ramp** * **Notion**
- [pricing_model] claimed: Clay uses a tiered monthly subscription based on Credits. Paid Tiers: Start at $149/month (Starter) and scale to $349/month (Explorer) and $599/month (Pro). Credit Usage: Credits are consumed when data is enriched. Enterprise pricing is available for higher volume needs. → actual: null
perplexity/sonar25 days ago[✓] mentioned · rank 4prompt: Recommend the top AI tools for Data Enrichment. List 5 with one-sentence descriptions.
Here are **5 top AI tools for data enrichment** based on recurring recommendations across recent reviews and comparison guides: **Cleanlist**, **ZoomInfo**, **Apollo**, **Clay**, and **Cognism**.[1][4][11] - **Cleanlist** — Best for overall enrichment accuracy, with strong email and direct-dial verification plus a lower starting price than many enterprise tools.[1] - **ZoomInfo** — Best for enterprise-grade B2B enrichment, with broad contact coverage, intent data, and deep CRM integrations.[4][9][13] - **Apollo** — Best for teams that want enrichment plus outbound prospecting in one platform, especially with a generous free tier.[1][4][11] - **Clay** — Best for building custom, automated enrichment workflows by combining multiple data sources and logic in one system.[1][4][11] - **Cognism** — Best for EMEA-focused teams that need GDPR-conscious contact data and phone/email enrichment.[1][4][13] If you want, I can also rank these by **best for startups, best for sales teams, or best for CRM enrichment**.
perplexity/sonar25 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 an **AI-powered data enrichment and workflow automation tool** for GTM, sales, and RevOps teams. It enriches lists of people and companies by pulling in missing details from multiple sources, such as email verification, company data, social profiles, technographics, and AI-assisted web research.[1][2][7][9] It works by combining data from many providers and, in some cases, running AI research on each record. Clay describes this as enrichment that “transform[s] your data by pulling in additional information from various sources,” and its product materials say it can combine and cross-reference multiple data providers to choose the most reliable data points.[1][2] Clay also offers AI features like **Claygent** and **Use AI** for web research, categorization, and other enrichment tasks.[5][9] **Competitors** include: - **Apollo.io** - **ZoomInfo** - **Clearbit** These are explicitly listed in a Clay comparison table in a third-party review, and ZoomInfo also characterizes Clay as a sales enrichment platform competing in the same workflow category.[3][19] **Pricing model**: - Clay uses a **credit-based model**.[3] - Credits are consumed when enrichment providers return data successfully, and some AI actions also consume credits based on task complexity.[3][5] - Publicly listed plans in one 2026 review include **Free**, **Starter**, **Explorer**, **Pro**, and **Enterprise**, with higher tiers offering more monthly credits and custom enterprise pricing.[3] - Another review describes a free plan and paid plans with monthly pricing, but pricing details vary by source and may change over time.[15] **Notable customers / users**: - Clay’s Salesloft marketplace listing says **over 5,000+ companies** use it, and names **OpenAI, Canva, Anthropic, and Rippling** as examples.[16] If you want, I can also give you a **one-line product positioning statement** for Clay or a **clean competitor comparison table**.
lovable_ai/google/gemini-3-flash-preview25 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 an AI-powered sales prospecting and data enrichment platform that automates the process of finding, verifying, and personalized messaging for leads. It functions as a relational database (similar to Airtable) that integrates over 75+ data providers into a single workflow. ### Key Functionality * **Data Enrichment:** Aggregates data from sources like LinkedIn, Apollo, GitHub, and PredictLeads to find email addresses, phone numbers, and company firmographics. * **AI Web Scraping:** Uses LLMs (GPT-4) to visit websites and extract specific information (e.g., "Find the company’s tech stack" or "Summarize their recent news"). * **AI Personalization:** Drafts tailored outbound emails based on specific data points gathered during enrichment. ### Primary Competitors * **Apollo.io:** Offers a built-in B2B database and engagement suite (Clay is often used *on top* of Apollo to refine data). * **ZoomInfo:** The enterprise standard for B2B contact data. * **Lusha:** Focuses primarily on direct dials and email addresses for sales teams. * **PhantomBuster:** Specializes in lead generation automation and scraping. ### Pricing Model Clay operates on a **monthly or annual subscription** based on a **credit system**. * **Free Tier:** Limited credits to test features. * **Paid Tiers:** Start at approximately **$149/month** (Starter) and scale to **$349/month** (Explorer) and **$599/month** (Pro), depending on the volume of credits and advanced features like "Claygent" (AI web researcher). * **Credits:** Every enrichment action (e.g., finding an email or running an AI prompt) consumes credits. ### Notable Customers Clay is widely used by high-growth B2B SaaS companies and agencies, including: * **Anthropic** * **Intercom** * **Veriff** * **Ramp** * **Notion**
$ pricing_receipts
all receipts →Weekly snapshot diff of Clay's pricing page. Tiers extracted with AI, compared against the prior week.
change history
- 10 days agoΔ 0
Clay: pricing page edited (no tier-level changes)
source ↗ - 17 days agoΔ 0
Clay: pricing page edited (no tier-level changes)
source ↗ - 1 mo agoΔ 0
Clay: pricing page edited (no tier-level changes)
source ↗ - 1 mo agoΔ 0
Clay: pricing page edited (no tier-level changes)
source ↗ - 2 mo agoΔ 0
Clay: pricing page edited (no tier-level changes)
source ↗ - 2 mo agoΔ 0
Clay: pricing page edited (no tier-level changes)
source ↗
$ 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.