First-observed customers per cohort

Store

Customers whose FIRST purchase observed in the available history falls in the cohort month. Not proof they are new: each cohort states how many months of history precede it and whether that history is continuous, proven day by day.

Formula

count(customer: min(placed_at) ∈ month)

Where the AI finds it

get_cohorts → cohorts.*.first_observed_customers

How it is verified

Calculation checked against hand-computed values · MT-33 · CohortService::cohorts

Ask it like this

For [store], show first-observed customers per cohort for the cohorts of the last 12 months (get_cohorts).

Can be broken down by

First observed purchase monthget_cohorts

Used in prompts

How long until a customer pays back acquisition?

From the same tool

Cohort repeat ratecohort_repeat_pct Cumulative gross margin per customercohort_margin_per_customer Cohort blended CACcohort_cac Payback monthpayback_month Margin per customer ÷ CACmargin_to_cac

Connect Claude or ChatGPT to seenly.ad and ask for this figure on your store, for any period, with its basis and verdict.

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