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Signal:a data event that tells you a prospect is in-market before they raise their hand: a pricing page visit, a funding round, a job change, a replyEnrichment waterfall:querying data sources in sequence until you get a value: Clay tries source A, then B, then C. Better coverage than any single providerGTM Engineering:treating your go-to-market motion as a software system: ICP as filter, signals as triggers, sequences as logic branches, Slack as the delivery layerIntent:behavioral evidence that an account is actively researching a problem you solve, before they contact sales or fill a formOutbound infra:the sending domains, mailboxes, DNS records, and warm-up cadence that keep your email out of spam and your main domain cleanICP filter:the exact definition of which companies and personas belong in your pipeline, expressed precisely enough that a machine can execute itWarm lead:a prospect who has taken a signal action (pricing page, reply, meeting request) that moves them ahead of every cold contact in your sequenceClay waterfall:a Clay table that pulls from LinkedIn, Apollo, and 50+ sources simultaneously, scoring and filtering prospects in real time before they reach a repEnrichment cost:the per-row credit spend of running a Clay workflow: easy to burn through budget fast when calling Clay from an AI agent without guardrails; controlling this requires knowing which enrichments to run, in what order, and when to stopSignal:a data event that tells you a prospect is in-market before they raise their hand: a pricing page visit, a funding round, a job change, a replyEnrichment waterfall:querying data sources in sequence until you get a value: Clay tries source A, then B, then C. Better coverage than any single providerGTM Engineering:treating your go-to-market motion as a software system: ICP as filter, signals as triggers, sequences as logic branches, Slack as the delivery layerIntent:behavioral evidence that an account is actively researching a problem you solve, before they contact sales or fill a formOutbound infra:the sending domains, mailboxes, DNS records, and warm-up cadence that keep your email out of spam and your main domain cleanICP filter:the exact definition of which companies and personas belong in your pipeline, expressed precisely enough that a machine can execute itWarm lead:a prospect who has taken a signal action (pricing page, reply, meeting request) that moves them ahead of every cold contact in your sequenceClay waterfall:a Clay table that pulls from LinkedIn, Apollo, and 50+ sources simultaneously, scoring and filtering prospects in real time before they reach a repEnrichment cost:the per-row credit spend of running a Clay workflow: easy to burn through budget fast when calling Clay from an AI agent without guardrails; controlling this requires knowing which enrichments to run, in what order, and when to stop
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Early Thoughts on the Clay MCP: Powerful, But Watch the Spend

We installed the Clay agent plugin. Here is what it unlocks for GTM teams, where the token and credit spend gets dangerous, and how we are thinking about controlling it.

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