# Clay - Research Comparison How does Clay compare to Common Room? - Website: https://clay.com - Updated: 2026-10-28 - Status: watch - Web version: https://www.commonroom.io/compare/clay/ai/ ## Summary 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. ## Company info - **Funding:** $325M - **Founded:** 2017 - **Team:** 1500 ## Critical Notes - Pioneered go-to-market engineering - Waterfall enrichment queries 150+ providers sequentially, maximizing coverage and minimizing credit costs - Hyper-growth: near-zero revenue in 2022 to ~$200M and $7.1B valuation by late 2026 - Weakness: steep learning curve and high credit costs for small teams, spawning open-source clones - Strong community-driven growth and unconventional branding ## Key Features - Multi-provider waterfall data enrichment - AI research agents for custom web scraping - Visual go-to-market workflow orchestration - Real-time intent signal tracking - Automated inbound lead scoring - CRM data syncing and cleaning - Personalized outbound email sequencing - Total addressable market account sourcing ## Details 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. ## Signals compared to Common Room ### 1st Party - Included: CRM sync (HubSpot, Salesforce) with write-back and auto-refresh; CSV/CRM list import; Snowflake product usage - Missing: 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 ### 2nd Party - Included: LinkedIn (Sales Navigator import, Claygent profile scraping); GitHub repo scraping; job-change and post-level personalization - Missing: No community listening (Slack, Discord, Reddit, forums); no X, YouTube, events or G2; on-demand row-by-row scraping costs credits, not continuous monitoring ### 3rd Party - Included: 150+ provider waterfall (Apollo, ZoomInfo, BuiltWith, Bombora); news via Claygent scraping; firmographics, technographics, intent - Missing: Every provider is metered credit cost; no native job changes, listings, news or technographics; pull-based monitoring on existing lists ### Custom - Included: Inbound webhooks; HTTP API column (GET/POST/PUT/DELETE); REST API; CLI; MCP; CSV and Google Sheets - Missing: Requires technical skill; non-technical reps struggle; source of steep learning curve 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 compared to Common Room ### Enrichment - Included: Waterfall across 150+ providers, 80-95% match rates; Ignore Blank Values; data caching; BYO API keys - Missing: No first-party contact database; no real-time AI quality control; waterfalls hand-configured per table; repeat credit burn ### AI Powered - Included: Claygent prompted to verify entity identity; Use AI table actions for role/company verification - Missing: No AI identity resolution; dedup is exact-string only; no cross-source handle/image matching; verification is manual per-row and costs credits ### Identity - Included: 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 - Missing: No persistent person profile; identity scoped to table/Audience; no merge review queue; no probabilistic matching; entity and intent resolution outsourced to paid providers 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 compared to Common Room ### Combine - Included: Combine 150+ providers, AI agents, API keys, CRM, Snowflake in one workflow; filter any action by any column - Missing: Only combines already-paid enrichment; excludes community, social, support, CS, event signals ### Score - Included: Formula and AI-formula columns; scores sync to Salesforce/HubSpot - Missing: No built-in scoring model; no engagement weighting or time decay; rebuilt per table ### AI Message - Included: Personalized snippets from enriched context; human review; push to Smartlead, Instantly, Apollo, Outreach - Missing: Credit cost at scale; context limited to table data; cannot send ### AI Research - Included: Claygent and Account Research Agents browse live web; Sculptor copilot writes prompts and output fields - Missing: Every question costs credits; no QC guardrail; results live in cell, not persistent profile 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 compared to Common Room ### Systems - Included: Email and in-app widget; Intercom Fin chatbot with human escalation; clay-feedback CLI skill; Mintlify docs; Tightknit forum; Luma/Zoom events - Missing: Live support Mon-Fri 9AM-9PM EST only; no weekend or 24-hour coverage; enterprise CSM/SLA tiers unclear ### Content - Included: Clay University; Clay 101; Cohorts; Clay Community Weekly; open-source docs mirror on GitHub - Missing: Cohorts imply product not learnable self-serve; training is a cost of adoption ### Community - Included: 30K+ Slack members; SEO-indexed forum; Expert/Creator badges; template sharing; Find a Clay Expert directory; Hire GTME Talent board - Missing: Many customers pay third parties to operate Clay; templates community-maintained ...