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

Run · The Operator Brief (sample)

Completed · started 23 Oct 2026 · fixture (recorded results, nothing is paid)

Some grades come from the rubric's rules, not the AI: Graded by the rubric's rules: this run may not spend Closed Loop AI credit.

Progress

Completed

100% · 100 contacts in the list

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

Spend

$0.194 spent of a $1.00 hard cap

Estimate $0.21 (the ceiling: free re-use and the pre-check skips come off it) · fixture, nothing is charged

Counts nothing against the plan.

A 100-subscriber sample for a report — open the report.

Cost per qualified lead

—

No A or B grade among 100 graded — $0.194 spent for 0 qualified leads.

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
Normalise100 / 100100000$0.00
Domain intelligence100 / 10010000100$0.00
Engagement100 / 100100000$0.00
Person match100 / 100010000$0.194
AI grading100 / 1000 qualified10000$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 intelligence100 of 100

    100 via from the cache (free)

  • Company website · Domain intelligence68 of 100

    68 via from the cache (free)

  • Engagement score · Engagement100 of 100

    100 via send counts

  • Grade · AI grading100 of 100

    100 via rubric rules

All runs · The Operator Brief (sample) · Its contacts