{"componentChunkName":"component---src-templates-compete-db-md-js","path":"/compare/clay/ai/md/","result":{"data":{"doc":{"id":"3b4e52f0-4197-5057-a14d-c016132bd44b","title":"Clay","createdAt":"2026-10-28T23:32:00.000Z","properties":{"Domain":{"value":"https://clay.com"},"Product":{"value":{"name":"Platform"}},"Market":{"value":{"name":"Enterprise"}},"Status":{"value":{"name":"watch"}},"Summary":{"value":"AI-powered go-to-market platform that automates data enrichment, account research, and personalized outreach by combining 150+ data providers with AI agents in one interface."},"Tag":{"value":"Build systems to grow revenue."},"Funding":{"value":"$325M"},"Founded":{"value":"2017"},"Team":{"value":"1500"},"Details":{"value":"New York-based GTM infrastructure company founded 2017 by Kareem Amin and Nicolae Rusan; Varun Anand joined 2021. ~1,500 employees. Raised ~$325M, latest Series D led by Wellington Management at $7.1B valuation. Crossed $100M ARR Dec 2025, tracking to $200M by Q3 2026. ~1.67M monthly visits, 120K+ LinkedIn followers built organically. Product-led: free tier with 100 monthly credits, self-serve signup, spreadsheet interface, template community. Sales-led layer for enterprise: ACVs $5-10K+, CRM integrations, custom API. Core is closed-source; public GitHub has MCP plugins, skill-creator, docs mirror. Open-source clones (OpenGTM, Bricks) exist. Strengths: provider breadth, AI research, developer flexibility, community. Gaps: no persistent identity, narrow signals, credit-based costs, not rep-friendly, top-of-funnel only."},"Features_List":{"value":"- Multi-provider waterfall data enrichment\n- AI research agents for custom web scraping\n- Visual go-to-market workflow orchestration\n- Real-time intent signal tracking\n- Automated inbound lead scoring\n- CRM data syncing and cleaning\n- Personalized outbound email sequencing\n- Total addressable market account sourcing"},"Critical":{"value":"- Pioneered go-to-market engineering\n- Waterfall enrichment queries 150+ providers sequentially, maximizing coverage and minimizing credit costs\n- Hyper-growth: near-zero revenue in 2022 to ~$200M and $7.1B valuation by late 2026\n- Weakness: steep learning curve and high credit costs for small teams, spawning open-source clones\n- Strong community-driven growth and unconventional branding"},"Signals___1st_Party":{"value":"IN: CRM sync (HubSpot, Salesforce) with write-back and auto-refresh; CSV/CRM list import; Snowflake product usage\nOUT: No native website visitor de-anonymization; no marketing automation, chat/support, CS or paid-ads signals; CRM is batch sync, not real-time; sales engagement tools are push-only"},"Signals___2nd_Party":{"value":"IN: LinkedIn (Sales Navigator import, Claygent profile scraping); GitHub repo scraping; job-change and post-level personalization\nOUT: No community listening (Slack, Discord, Reddit, forums); no X, YouTube, events or G2; on-demand row-by-row scraping costs credits, not continuous monitoring"},"Signals___3rd_Party":{"value":"IN: 150+ provider waterfall (Apollo, ZoomInfo, BuiltWith, Bombora); news via Claygent scraping; firmographics, technographics, intent\nOUT: Every provider is metered credit cost; no native job changes, listings, news or technographics; pull-based monitoring on existing lists"},"Signals___Custom":{"value":"IN: Inbound webhooks; HTTP API column (GET/POST/PUT/DELETE); REST API; CLI; MCP; CSV and Google Sheets\nOUT: Requires technical skill; non-technical reps struggle; source of steep learning curve"},"P360___Enrichment":{"value":"IN: Waterfall across 150+ providers, 80-95% match rates; Ignore Blank Values; data caching; BYO API keys\nOUT: No first-party contact database; no real-time AI quality control; waterfalls hand-configured per table; repeat credit burn"},"P360___AI_powered":{"value":"IN: Claygent prompted to verify entity identity; Use AI table actions for role/company verification\nOUT: No AI identity resolution; dedup is exact-string only; no cross-source handle/image matching; verification is manual per-row and costs credits"},"P360___Identity":{"value":"IN: Deterministic dedup on LinkedIn URL, email, domain; CRM whitespace detection; Salesforce ID lead-to-contact merging; Enigma/Kernel company entity IDs; Bombora IP-to-company; Delivr/Intentsify person resolution\nOUT: No persistent person profile; identity scoped to table/Audience; no merge review queue; no probabilistic matching; entity and intent resolution outsourced to paid providers"},"Auto___Combine":{"value":"IN: Combine 150+ providers, AI agents, API keys, CRM, Snowflake in one workflow; filter any action by any column\nOUT: Only combines already-paid enrichment; excludes community, social, support, CS, event signals"},"Auto___Score":{"value":"IN: Formula and AI-formula columns; scores sync to Salesforce/HubSpot\nOUT: No built-in scoring model; no engagement weighting or time decay; rebuilt per table"},"Auto___AI_Message":{"value":"IN: Personalized snippets from enriched context; human review; push to Smartlead, Instantly, Apollo, Outreach\nOUT: Credit cost at scale; context limited to table data; cannot send"},"Auto___AI_Research":{"value":"IN: Claygent and Account Research Agents browse live web; Sculptor copilot writes prompts and output fields\nOUT: Every question costs credits; no QC guardrail; results live in cell, not persistent profile"},"Signals":{"value":"1st Party: CRM (HubSpot, Salesforce) sync, clean, enrich; CSV/CRM import as waterfall start; write-back with auto re-run on refresh prevents decay; Snowflake product usage. 2nd Party: LinkedIn and GitHub via Claygents scraping profiles, company pages, repos; Sales Navigator URL imports; personalization from posts, job changes, code contributions. 3rd Party: waterfall across 150+ providers (Apollo, ZoomInfo, BuiltWith, news) for firmographics, technographics, intent; queries next provider only if previous fails; AI agents scrape unstructured web data. Custom: CSV, Google Sheets, inbound webhooks, HTTP API column, REST API, CLI, MCP for Claude."},"Identity":{"value":"Identity: deterministic matching only. Dedup via profile URLs, email, domain; CRM whitespace detection; shared alias fields merge Snowflake and Salesforce rows into Audience record; Salesforce ID dedup and lead-to-contact merge; Enigma/Kernel company entity IDs; Delivr/Intentsify/Bombora intent resolution via IP and device graphs. Enrichment: waterfall over 150+ providers lifts match rates from 40-60% to 80-95%; Clearbit, People Data Labs, FullContact; Ignore Blank Values toggle; data caching. AI: Claygent for web research and entity verification; Use AI table actions; no fuzzy or probabilistic AI dedup."},"Automation":{"value":"Workbench: no-code spreadsheet for collaborative list building; human review of AI drafts; push to sequencers/CRM. Workflow: multi-step graphs, triggers (new lead, schedule, segment change), conditional runs, IF/ELSE. Alert: real-time Slack/Teams alerts via integrations or webhooks, routed to AEs with enriched context. Combine: waterfall, AI agents, API keys plus first-party data into segments and workflows. Score: formula and AI-formula columns, synced to Salesforce/HubSpot. AI Message: personalized snippets from enriched context, pushed to Smartlead, Instantly, Apollo, Outreach. AI Research: Claygent, Account Research Agents, Sculptor copilot."},"Support___Systems":{"value":"IN: Email and in-app widget; Intercom Fin chatbot with human escalation; clay-feedback CLI skill; Mintlify docs; Tightknit forum; Luma/Zoom events\nOUT: Live support Mon-Fri 9AM-9PM EST only; no weekend or 24-hour coverage; enterprise CSM/SLA tiers unclear"},"Support___Content":{"value":"IN: Clay University; Clay 101; Cohorts; Clay Community Weekly; open-source docs mirror on GitHub\nOUT: Cohorts imply product not learnable self-serve; training is a cost of adoption"},"Support___Community":{"value":"IN: 30K+ Slack members; SEO-indexed forum; Expert/Creator badges; template sharing; Find a Clay Expert directory; Hire GTME Talent board\nOUT: Many customers pay third parties to operate Clay; templates community-maintained"}}}},"pageContext":{"id":"3b4e52f0-4197-5057-a14d-c016132bd44b"}},"staticQueryHashes":[]}