Personal
— for individual operators
A hundred readings per month. Check a whole batch at once. Your archive remains yours.
- ·100 creatives per month
- ·Bulk check — a batch at once
- ·History archive
- ·No Meta calibration
$39/ month
Ad Atelier · Vol. 01 · Issue 01 · 2026
Predict which audience Meta routes your ad to.
Before you spend.
Reads your creative against Meta’s Stage 1 retrieval patterns and predicts the audience tribe, age band, and gender skew it will land in. Calibrates per brand over time.
Free trial · 7 days · no credit card required
BrandSampleFormatStatic
— A real reading, June 2026
— Predicted tribe
Conceptual atelier minimalists — millinery-curious, gallery-proximate
78% confidence·26-42·balanced
Belonging
78
Register
86
Their words
50
— weakest
— Director’s note · Words +10-14
Pair the still with a single attitudinal phrase below — something like “Ascension, as study” — to ground the words axis without breaking the silence.
— Validated on 17 live campaigns · 82.4% Tier 1 baseline accuracy · Meta Stage 1 scope
— Read at
§ 01 · Preamble
Ad Atelier reads your ad creative before you spend and predicts which audience pool Meta’s algorithm will route it to. This is upstream of every other ad metric.
§ 02 · What this predicts
For every creative submitted, Ad Atelier returns a reading consisting of:
- ·The aesthetic tribe Meta is likely to route to
- ·The age band and gender skew that tribe carries
- ·A six-axis breakdown of where the creative is strong and where it falters
- ·The single weakest axis — the one most likely to limit reach
- ·Three suggestions for the next iteration, with expected score deltas
- ·An entity signature — the fingerprint that determines whether this creative will be collapsed into another’s delivery pool
The reading takes between two and eight seconds per creative.
Fig. 01 — Tribe map, a sample reading
§ 03 · The reading process
01
Upload
Submit a creative — image, video, or carousel.
02
Read
The atlas analyzes visual signals against Meta's routing patterns. 2-8 seconds.
03
Verdict
Predicted tribe, six-axis score, weakest axis, persona fit.
04
Calibrate
Connect Meta on the Brand tier. Every reading after improves.
§ 04 · Calibration
The baseline reads accurately across most fashion DTC archetypes. Beyond that, connecting Meta lets the atlas learn your brand’s specific divergence patterns — every subsequent reading improves.
No brand’s calibration data is shared with another.
§ 05 · Out of scope
Ad Atelier does not predict:
- ·Click-through rates, conversion rates, ROAS
- ·Auction outcomes, cost per impression
- ·Stage 2 user-level targeting
- ·Whether a winning ad in one tribe will scale into another
These belong downstream. Ad Atelier reads the upstream — eligibility, not outcome.
§ 06 · Commitments
Brand
— with Meta calibration
Unlimited readings within fair use. Connect Meta and the atlas learns your account’s divergence patterns. Every reading improves.
- ·Everything in Personal
- ·Unlimited readings (fair use to 1,000 / month)
- ·Meta account connection
- ·Per-brand divergence learning
- ·Calibration pulse dashboard
$79/ month
— Recommended
“Unlimited within fair use” means: the Brand tier accommodates the natural rhythm of a single brand’s creative testing, typically well under 500 readings per month. Should your usage consistently exceed this, write to us — we’ll find an arrangement that fits.
§ Fin
→ Run a checkFree trial · 7 days · no credit card required