In the darkroom. This engine is still being developed and tested; details can change.
WS-018 · FR 18 · Ad Factory
AI Creator UGC Engine
A product and an angle in, a UGC-style test clip with a labelled AI creator out.
A · Free · keyword UGC
The preset and the shotlist
The preset this engine reads and the shotlist template it fills. Enough to run one shoot by hand and see if it fits your brand.
Fig. 1 · The board
A Input slot
product + angle + a fictional creator from the persona library (WS-009)
B Engine
- 01script-writer
- 02image-ugc-gen
- 03ads-ugc-gen
- 04character-sheet
- 05vision-qc
route higgsfield · fallback gemini
C Contact sheet
a UGC script (hook, line, CTA) + a 5-15 s phone-style clip of the AI creator saying it, labelled as AI
Data sheet
- Input
- product + angle + a fictional creator from the persona library (WS-009)
- Output
- a UGC script (hook, line, CTA) + a 5-15 s phone-style clip of the AI creator saying it, labelled as AI
- Models
- nano-banana-pro · seedance
- Route
- higgsfield (fallback gemini)
- Command
- /ugc-ad
- Cost per run
- 1 creator still + 1 Seedance clip per script
- Maturity
- In build: not finished yet
Fig. 2 · Sample output
3 frames · real output from this engine
All images on this page are generated with this engine.
What it does
It writes a UGC script for an angle and renders a fictional creator saying it to a phone camera. Use it to test angles before you brief real creators; the winning script becomes the brief.
What you see in the post
The board: a creator brief in mono on the left (ANGLE · MORNING ROUTINE · 12S), the script lines below.
On the right a phone frame where the clip develops. An AI CREATOR label stays in the frame corner.
How it runs
/ugc-ad(planned) with product and angle.script-writerwrites the line;image-ugc-gen(orads-ugc-gen) builds the UGC-7 block prompt.- Render via Seedance (Higgsfield or kie);
vision-qcchecks product and lip sync.
What you get (the giveaway)
- free: the UGC script template + the creator brief template (
../weadapt-studios-products/product/studios/ugc-studio/free/) - studio: the UGC Studio once packaged
Honest limits
In build as one command. Fictional creators only, always labelled as AI in the post and on the platform; no real creator’s face or voice. Not a replacement for real reviews: an AI creator never claims to be a customer.


