Photo Intelligence Lab report

Methodology draft

Professional Headshot Costs by City

A snapshot-based pricing report that will compare observed professional headshot pricing across cities once coverage is ready.

Research question

How much do professional headshots cost across major cities, and how does that compare with AI-generated professional photos?

This page is prepared for a future city-level pricing snapshot. It does not publish averages, rankings, savings figures, or final conclusions until observed photographer pricing coverage is available and labeled.

Snapshot methodology

Built for changing and incomplete pricing data

Observed pricing means a photographer or studio has a public price, package, or price range available from a source captured for the snapshot.
Every city-level takeaway must show a coverage label, such as the number of listed photographers with observed pricing out of the total reviewed.
Inferred pricing is excluded from public averages until a separate inferred-data methodology is defined and clearly labeled.
The first public report will be a dated pricing snapshot. Future snapshots can update the conclusions as pricing coverage changes.

Conclusion states

How conclusions will evolve

Preliminary conclusion

Used while pricing coverage is incomplete or uneven across markets.

Updated conclusion

Used when a newer pricing snapshot changes a takeaway because observed coverage improved or prices changed.

Older snapshots may be superseded when prices change or more observed pricing becomes available. The page should make that evolution visible instead of pretending the first dataset is permanent.

Future data table

What will appear when the first snapshot is ready

The table will be added after the pricing audit. Planned columns include city, region, reviewed photographer count, observed pricing count, coverage label, observed low/high range, and a clearly labeled comparison to Narkis. No inferred pricing will be blended into observed averages.

Built by Narkis

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