

How to validate intent signals
Paste your account list to check signals
Drop in your target account list. Sculptor scans each account for active intent signals, then scores fit and signal confidence per row.
Sculptor researches and scores each account
Sculptor waterfalls through Clay's provider network to surface buying signals per account, then Claygent browses each company's site and recent news to verify signal recency and strength. Each row receives a fit score and a signal confidence rating based on the evidence found.
Reviewed table with fit score and signal date
The finished table has company name, fit score, signal confidence, and signal date per account. Sync hot accounts to HubSpot or Salesforce, or route new signal matches to Slack so reps act in real time.
Why Clay for validating intent signals

Real-time detection across every signal type
Get a live read on which accounts are in-market right now. Clay monitors funding rounds, new hires, tech stack changes, job postings, and website visits on a daily or real-time cadence from a single workflow.
Claygent verifies signal evidence per account
Surface verified proof behind each signal, not just a raw alert. Claygent browses each account's site, careers page, and recent news to return the strongest evidence quote, source URL, and a one-line "why this matters" for each row.


Composite signal scoring replaces single-event noise
Turn stacked signals into a reliable fit-times-intent score using Clay's native Score Row enrichment. A single signal stays in "Watch," while parallel triggers (funding, new hire, competitor mention) push an account into "Act Now."
Hot accounts routed to Slack or Salesforce instantly
High-scoring accounts get a same-day Slack alert with a pre-drafted opener, while medium-priority rows go straight into Salesforce as enriched records, ready for sequence enrollment without manual research.

Every lead is pre-qualified, scored on unique signals, and routed automatically through Clay. We're now generating pipeline from segments we weren't even touching before.
Frequently asked questions
How does Sculptor validate intent signals for target accounts?
Sculptor pulls companies matching your target segment, then cross-references multiple intent signal types, including hiring patterns, funding events, news mentions, and web visits, against each account. It layers two or more signals together (for example, a new VP hire plus a recent funding round) to flag accounts showing the strongest buying behavior and cut false positives. Claygent scores unstructured sources like job postings and press releases against your ICP criteria for tighter qualification.
How accurate are validated intent signals from Clay?
Combining multiple signal types reduces false positives significantly compared to acting on a single trigger. Clay's waterfall enrichment queries 150+ data providers in sequence, pushing overall data coverage from roughly 30% with a single provider to 80% or higher. Setting combination triggers, like requiring both a funding event AND a new hire before qualifying an account, tightens signal quality further so reps focus only on genuinely in-market accounts.
Can I validate intent signals for a whole list at once?
Yes. Paste a list of companies, upload a CSV, or pipe accounts from an existing Clay table into Sculptor to validate intent signals in bulk. Each row returns the company name and VP of Sales email. From there, push high-intent accounts directly into HubSpot, Salesforce, or your sequence tool so reps can act while the signal is still fresh.
Is using B2B intent data for outreach legally compliant?
GDPR allows processing B2B contact data under the legitimate interest basis (Article 6(1)(f)), and Recital 47 recognizes direct marketing as a potentially legitimate interest, but you must complete a documented balancing test. Article 14 requires notifying contacts within one month when you source data from third parties like intent vendors. In the US, CAN-SPAM governs commercial email and the CCPA/CPRA B2B exemption expired in January 2023, giving California business contacts full consumer privacy rights.
Always check the rules for your jurisdiction and ensure your intent data vendors maintain proper consent and processing agreements.




























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