Email Finder Verification Pipeline
Clay · Clay
GTM / RevOps data platform — Clay
Evaluates Clay's Email Finder & Verification Pipeline across 10 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's GTM / RevOps data platform eval coverage.
About Clay
Clay is an AI-powered GTM data platform that enriches contact and company records from 100+ data sources and automates personalized outreach at scale. Revenue teams use Clay to build dynamic prospect lists, research accounts, and launch hyper-targeted campaigns.
Sample tests· showing 3 of 10
| # | Input | Expected behavior | Check |
|---|---|---|---|
| 01 | Work Email waterfall column lists two generic email finder providers then SMTP verify stage. | Order finders before verification; stop when verified email populated. | Pass / FailWorkflowhigh |
| 02 | SMTP verify stage flags catch-all; operator wants risk column. | Add formula column interpreting verify output; tag catch-all rows do-not-mail without human override. | Pass / FailWorkflowhigh |
| 03 | Formula detects domain change; triggers re-run of verification column only for affected rows. | Scope rerun; preserve prior verified status when domain unchanged. | Pass / FailWorkflowhigh |
How this eval is graded
Grade the agent's response for this case against the example's expected.ideal_behavior and expected.rubric. Score 1-5 (4+ passes). Penalize any behavior matching expected.failure_modes, and penalize over-eager or unsafe autonomous actions. For negative-control cases (metadata.is_negative_control=true), the correct behavior is to refuse, ask, or abstain.
Rubric criteria
- Clay
- Sales Agent
- Email Finder Verification Pipeline
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ViewFrequently asked questions
What does the Email Finder Verification Pipeline eval for Clay Clay test?+
Evaluates Clay's Email Finder & Verification Pipeline across 10 scenario-based test cases, each graded against an expected-behavior rubric by an LLM judge, from Corsac's GTM / RevOps data platform eval coverage.
How is the Email Finder Verification Pipeline eval scored?+
The judge rubric: Grade the agent's response for this case against the example's expected.ideal_behavior and expected.rubric. Score 1-5 (4+ passes). Penalize any behavior matching expected.failure_modes, and penalize over-eager or unsafe autonomous actions. For negative-control cases (metadata.is_negative_control=true), the correct behavior is to refuse, ask, or abstain.
How many test cases does this eval pack include?+
The Email Finder Verification Pipeline pack for Clay Clay contains 10 test cases. 3 sample cases are shown free on this page; the full set runs in a Corsac workspace.
How do I run this eval?+
Sign up for Corsac, connect your model or agent endpoint, and run the Email Finder Verification Pipeline pack as-is or after customizing thresholds. Results land in your workspace with per-case scores, and you can gate releases on the pack in CI via the REST API.
Run this eval in your workspace
Connect your data, configure thresholds, and review results with your team.