GTM data workflow & enrichment

Clay review: GTM workflow canvas combining 100+ data providers + AI agents

$149/moData EnrichmentG2: 4.9 ★
Last updated May 18, 20266 min readHow we test →

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No other tool lets you stitch 100+ data providers, Claygent AI research, web scraping and any HTTP API into a single waterfall on a spreadsheet canvas. Once it clicks, Clay replaces 4–6 separate enrichment subscriptions and unlocks campaigns competitors literally cannot run.

Editor's score
9.3/10
Value for money8.5
Ease of use8.5
Feature depth10.0
Data quality & coverage10.0
Support & reliability9.5

What makes Clay stand out

No other tool lets you stitch 100+ data providers, Claygent AI research, web scraping and any HTTP API into a single waterfall on a spreadsheet canvas. Once it clicks, Clay replaces 4–6 separate enrichment subscriptions and unlocks campaigns competitors literally cannot run.

Who it's for

  • RevOps and ops-minded growth teams who want to own their enrichment stack
  • Outbound teams running personalised, signal-based campaigns at scale
  • Agencies who build custom lead lists and enrichment flows for clients
  • Teams already paying for ZoomInfo/Apollo/Cognism that want a waterfall on top

Who it's not for

  • Solo founders who just want a sequencer — Apollo or Lemlist do that natively
  • Teams without anyone comfortable in spreadsheets and conditional logic
  • Buyers needing a CRM or sales engagement platform (Clay is data only)
  • Small ICPs (<5k accounts) where a single-source provider is enough

Clay pricing

Clay has a free plan (limited credits) plus paid tiers: Starter $149/mo, Explorer $349/mo, Pro $800/mo and Enterprise (custom). Credits are consumed per data-provider lookup and per AI call — design workflows to short-circuit early or bills compound quickly. Most serious teams settle between Explorer and Pro.

Native CRM integrations

HubSpot

HubSpot

Native — push enriched rows to contacts/companies

Salesforce

Salesforce

Native — push enriched data to any object

AI features in Clay

Autonomous AI agent that researches any prompt against a website and returns structured answers — replaces hours of manual SDR research.

Drop GPT-5, Claude or Gemini into any column to summarise, classify, score or rewrite at scale.

Write per-prospect first lines and full sequences using enriched context — push them straight into Smartlead, Instantly or Lemlist.

Combine hiring signals, funding events, tech changes and intent feeds into a single ICP-fit score per account.

Core platform features

Familiar grid UI with columns that can be data sources, AI prompts, formulas or HTTP calls.

Cascade 100+ providers per column with custom fallback logic and per-record budget caps.

AI agents that research the open web on your behalf and return structured columns.

Native pushes to HubSpot, Salesforce, Smartlead, Instantly, Lemlist, Apollo, Outreach, Salesloft, Slack and webhooks.

Hundreds of community templates for ABM, signal-based outbound, churn prediction, CRM enrichment and more.

Pull LinkedIn or company page data into a Clay table in one click.

Strengths & weaknesses

Strengths

100+ data sources in one waterfall

Claygent AI research agents

Composable like a spreadsheet

Connects to anything via HTTP

Active community + templates

Watch out for

Steep learning curve

Costs scale fast at high volume

Not a sequencer

Overkill for simple lists

Best Clay alternatives

Free consultation

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Nikita Balanov

Nikita Balanov

Founder, TechStackReviews

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Frequently asked questions

For RevOps teams and outbound teams running signal-based or personalised campaigns at scale, Clay is one of the highest-ROI tools you can buy — it replaces 4–6 enrichment subscriptions. For solo founders who just need verified emails and a sequencer, Apollo or FullEnrich are cheaper and faster.

Clay has a free plan plus paid tiers starting at $149/mo (Starter), $349/mo (Explorer), $800/mo (Pro) and custom Enterprise pricing. Credits are consumed per provider lookup and per AI call — bills can scale fast without column-level cost discipline.

Pick Clay if you want a customisable enrichment + AI workflow that combines 100+ data sources. Pick Apollo if you want an all-in-one with built-in database + sequencer at a lower price. Many teams run both — Apollo as the sequencer, Clay as the data layer.

Claygent is Clay's AI research agent. Point it at a company URL with a prompt (e.g. 'what tech do they use for analytics?') and it browses the web and returns a structured answer in a column — replacing hours of manual SDR research.

Apollo.io (built-in DB + sequencer), FullEnrich (simpler waterfall), ZoomInfo (US enterprise data), Cognism (EU mobile) and Common Room (PLG signals). For execution after enrichment: Smartlead, Instantly, Lemlist.