Review a Facebook ads benchmark against my campaign using the record below. The record is self-contained. Do not browse, invent missing data, import generic industry averages, or infer my business threshold from the public benchmark.

First reproduce all 20 named fields in the same order, retaining the source's exact objective, industry label, date range, unit, value, and missing details. Write Unknown when evidence is absent. A blank or pending count is not zero. Keep a verified zero distinct from an immature CRM result.

Decide whether the source and account measures align on metric definition, numerator, denominator, click/conversion event, platform, objective, industry or offer scope, geography, currency, attribution rule, reporting/date basis, maturity, and aggregation basis or weighting (such as a campaign median, account median, or ratio from pooled totals). Classify the public value as aligned, descriptive context only, mismatched, or pending. Explain every mismatch or unknown. A close industry label alone cannot resolve a missing metric definition. A public raw lead cannot be compared numerically with a CRM-qualified lead.

Calculate an absolute and relative difference only when alignment is supported and both values and units are known. When alignment is unresolved or mismatched, do not output nominal or hypothetical source-to-account gaps, even with a disclaimer. Keep the supplied values visible and explain the missing comparison evidence instead. Use account minus reference. For two own-account cohorts, use the earlier cohort as the relative denominator. For rates, report the absolute gap in percentage points and the relative gap as a percent. For costs, report the absolute gap in currency per event and the relative gap as a percent. If aligned reference is zero, calculate the absolute difference but hold the relative difference because division by zero is undefined. If the denominator is Unknown or scopes differ, hold both and say why. Never derive a median CPL by dividing a separately reported median CPC by a separately reported median conversion rate.

For each mature account cohort with known positive outcome counts, calculate raw CPL = same-cohort spend / raw leads and qualified CPL = same-cohort spend / qualified leads. Positive spend with verified zero outcomes has no finite cost; 0 / 0 is undefined. Missing or immature counts produce Unknown cost. Compare the relevant account result with a separately supplied business threshold only when its unit, provenance, and applicable outcome are known. Positive spend with verified zero mature qualified outcomes cannot meet a finite qualified-CPL ceiling, even though no finite CPL or numeric gap exists.

Finish with one concrete next check, its owner, and a short list of conclusions this record does not support. Do not recommend changing spend or creative solely because a public median differs from my account.

Record to review:

## Reader business and offer
[Business type, buyer, offer, intended action]

## Source URL and publication date
[Exact URL; publication or update date]

## Source retrieval and reporting period
[Retrieval date; underlying period]

## Source objective and industry
[Platform; objective; exact industry label]

## Source geography and currency
[Country or region; currency]

## Source sample and aggregation
[Sample and row count if known; median/mean/other]

## Metric name and definition
[Exact source label; unit; formula if supplied]

## Numerator and denominator
[Source and account counts or Unknown]

## Click or conversion definition
[Click or conversion event on each side or Unknown]

## Attribution and date basis
[Attribution; timezone; date rule; reporting lag on each side]

## Source value and missing details
[Value and unit; missing definitions]

## Account scope and metric value
[Account/cohort; objective; offer; geography; currency; window; value; extraction date]

## Account maturity and CRM linkage
[Maturation; join key and status]

## Qualification rule and outcome counts
[Rule; raw and qualified counts; verified zero or Unknown]

## Comparability decision and reason
[Aligned, descriptive context only, mismatched, or pending; why]

## Absolute and relative difference
[Calculated with formula if aligned, otherwise held]

## Raw and qualified lead cost
[Spend and outcome formulas/results or Unknown]

## Business threshold and provenance
[Owner-supplied amount and unit; source and date or Unknown]

## Next check and responsible owner
[Specific check; owner; timing]

## Unknowns and limitations
[What is missing and cannot be concluded]