Can you trust the numbers in Clay?

Clay is a platform for getting data, running automated agent workflows and launching go-to-market plays. Its own help pages give 3 reasons its numbers can look different from what you expect. The first to rule out: Your count of found emails can include some that may not work, because, as Clay's docs explain, the waterfall can accept emails with an unclear check when that setting is off.

What does Clay keep track of?

  • Clay can keep a note in your table of which data provider found each work email.

    In Clay's own words: When enabled, adds a column showing which provider successfully found the email. Work Email waterfall - Clay Docs, read 2026-11-12.

  • With auto-run on, Clay runs its enrichments again whenever a row is added or edited, so the table keeps itself current.

    In Clay's own words: Auto-run automatically runs enrichments whenever rows are added or edited, keeping your table current. Table management settings - Clay Docs, read 2026-11-12.

What can make Clay's numbers look wrong?

  1. Your count of found emails can include some that may not work, because, as Clay's docs explain, the waterfall can accept emails with an unclear check when that setting is off.

    In Clay's own words: When off, the waterfall may accept emails where validation was inconclusive. Work Email waterfall - Clay Docs, read 2026-11-12.

  2. Duplicate rows can stay in a Clay table and raise your lead count, since Clay's docs say its automatic duplicate removal skips blank cells and very long ones.

    In Clay's own words: Blank cells and cells with more than 200 characters are excluded from this process. Table management settings - Clay Docs, read 2026-11-12.

  3. Older details can stay in a Clay table after things change, because, as its docs explain, with Keep existing results on, cells that already hold data are not run again.

    In Clay's own words: Cells that already have existing data will not run automatically. Table management settings - Clay Docs, read 2026-11-12.

How do I check Clay's numbers myself?

  1. Run Clay on a handful of rows first and look at what comes back before trusting the totals from a large table.

    In Clay's own words: Test on a small sample before running at scale to assess how well a given pattern performs for your dataset. Work Email waterfall - Clay Docs, read 2026-11-12.

  2. Comparing the Data Credits used with the rows that came back filled gives a rough check on how many lookups really found something in Clay.

    In Clay's own words: You'll only be charged Data Credits when Clay successfully returns data. Do unsuccessful searches consume Data Credits? What about Actions? - FAQ, read 2026-11-12.

How does Clay work with Feder?

Connect Clay to Feder and it joins your Interest apps. Feder only reads. It never changes anything in Clay.

When you connect Clay, Feder checks the connection straight away and shows Connected only when that check passes. If a reading cannot be taken later, Feder shows it as not read, never as zero.

Other apps that feed Interest

Questions owners ask about Clay

See every connection.

Where do these answers come from?

Everything this page says about Clay comes from Clay's own pages, quoted above with the date we read them. Last reviewed 2026-11-12. We read them again by 2027-11-12. If one changes, this page changes or comes down.

Know the day a number breaks, not the month after.

Some numbers are too quiet to judge daily, such as a form filled in a few times a week. Until there is enough of your own history to judge a change, Feder says it is still learning and scores nothing, rather than guessing.