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PreviewYou’re looking at a demo workspace in fixture mode — no real subscribers, no real spend.
Closed Loop Enrich

Run · Operator Digest (sample)

Completed · started 24 Oct 2026 · fixture (recorded results, nothing is paid)

Progress

Completed

100% · 172 contacts in the list · paid and AI stages: no filters — the whole list

Rubric: B2B buyers in my newsletter (preview) · version 1

Spend

$0.218 spent of a $1.00 hard cap

Estimate $0.2289 (the ceiling: free re-use and the pre-check skips come off it) · fixture, nothing is charged

Reserved 172 contacts on the plan (172 from the monthly allowance); contacts the run does not reach go back when it ends.

Cost per qualified lead

$0.0198¹

$0.0198 per qualified lead — $0.218 spent ÷ 11 A/B grades (of 172 graded).

¹ Qualified = graded A or B by the run’s rubric (AI or rules). Spend = what the run’s lookups actually cost, as recorded on the run: Apify person match, the email verifier, work email, phone, company signals and the AI model; anything re-used free (the shared cache, contacts looked up before) is $0, and a fixture run records the recorded results’ prices without charging anyone. On Closed Loop credit your plan counts contacts, not dollars (Billing shows contacts per qualified lead). Projected = the estimate (a ceiling) ÷ the contacts the grade covers × the A/B share of contacts already graded in the list (or the workspace).

Stages

StageDoneFoundNo match / skippedErrorsReused freeSpent
Normalise172 / 172172000$0.00
Domain intelligence172 / 17217200172$0.00
Engagement172 / 172017200$0.00
Person match172 / 172977504$0.218
AI grading172 / 17211 qualified16100$0.00

Fields found, by waterfall step

Each field is filled by the cheapest step that can: the cache and earlier lookups first (free), then the paid step.

  • Mail server (MX) · Domain intelligence172 of 172

    172 via from the cache (free)

  • Company website · Domain intelligence117 of 172

    117 via from the cache (free)

  • Name · Person match55 of 172

    2 via already looked up (free) · 53 via step 1 · email → profile lookup

  • Job title · Person match55 of 172

    2 via already looked up (free) · 53 via step 1 · email → profile lookup

  • Company · Person match97 of 172

    4 via already looked up (free) · 93 via step 1 · email → profile lookup

  • Location · Person match55 of 172

    2 via already looked up (free) · 53 via step 1 · email → profile lookup

  • Grade · AI grading172 of 172

    172 via AI model

All runs · Operator Digest (sample) · Its contacts