AI mockups + user voting to test ecommerce prototypes without design or dev work.
Solo ecommerce founders struggle to validate product ideas without affordable options beyond expensive ads or prototypes.
Upload sketches/text for AI-generated product mockups and store mocks. Share voting galleries to communities for likes, comments, and pre-order signals. AI summarizes feedback into actionable insights like 'high demand for color variant X'.
Solo founders building or running ecommerce stores
Visual prototype testing with voting mechanics tailored for ecommerce (e.g., price sensitivity sliders).
professional
Text-to-image mockups for products/pages
Shareable pages for likes/votes/comments
AI-parsed comments + vote stats
Fake checkout to measure intent
Auto-generated PDF with recs
Compare multiple mockups
Embed galleries on your site
Benchmarks vs similar products
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| text | No | |
| stripe_id | text | Yes |
| created_at | timestamp | No |
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| name | text | No |
| mockup_urls | text | No |
| gallery_url | text | No |
| votes | int | No |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| prototype_id | uuid | No |
| ip | text | Yes |
| score | int | No |
| comment | text | Yes |
| created_at | timestamp | No |
Relationships:
/api/prototypesGenerate mockups
/api/prototypes/:idGet prototype data
/api/votes/:protoIdSubmit vote
/api/galleries/public/:idPublic gallery
50 votes max
500 votes/mo
Unlimited
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 180 | 2.5% | $90 | $1,080 |
| Month 6 | 1,100 | 5.5% | $1,210 | $14,520 |
No Figma needed – get real feedback on visuals & pricing instantly.
Share mockup tool in Figma/Design Twitter communities & r/ecommerce. Offer free Pro for case studies. Target Shopify app store reviewers.
Design tool
No validation
AI + voting built-in
Deep feedback
Expensive/slow
Visual focus, cheap scale
Dataset of mockup-vote correlations for better AI.
AI image gen maturity + visual ecom trend (TikTok shops).
AI image quality
Multi-provider fallback
AI costs overrun
Tiered limits
Success: 40% engagement
Success: 30% paid conv
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