AI-powered defect detection from supplier photos in seconds
Freelancers outsourcing manufacturing to overseas suppliers face quality control issues due to the lack of simple remote inspection tools.
Freelancers upload photos or videos from overseas suppliers, and QualitySnap's AI instantly scans for defects like scratches, misalignments, or material flaws. It generates detailed reports with confidence scores and recommendations, eliminating guesswork. Share reports directly with suppliers for quick fixes.
Freelancers outsourcing product manufacturing to overseas suppliers
Real-time AI analysis tailored for manufacturing defects, with 95% accuracy on common freelance products like apparel and gadgets
friendly
Drag-and-drop upload with auto-detection of manufacturing defects
Trained model flags issues with bounding boxes and severity levels
Automated PDF reports with images, scores, and action items
One-click share links with password protection
View past inspections, trends, and batch summaries
Upload multiple photos at once for production runs
Fine-tune AI on your product types
iOS/Android camera integration for on-site snaps
| Column | Type | Nullable |
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| id | uuid | No |
| text | No | |
| subscription_tier | text | Yes |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| user_id | uuid | No |
| status | text | No |
| created_at | timestamp | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| inspection_id | uuid | No |
| type | text | No |
| confidence | int | No |
Relationships:
/api/inspectionsCreate new inspection and trigger AI scan
/api/inspections/:idFetch inspection report
/api/inspections/:id/shareGenerate share link
/api/users/dashboardGet user history and stats
No batch, watermarked shares
None
None
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 100 | 5% | $125 | $1,500 |
| Month 6 | 800 | 8% | $1,600 | $19,200 |
AI scans supplier photos instantly – save time and money on overseas production.
Post in r/freelance, r/ecommerce, and IndieHackers about beta access; DM 20 freelancers from Upwork manufacturing gigs; offer free Pro for first month in exchange for feedback.
Human inspectors
Slow turnaround
Instant AI at 1/10th cost
Proprietary AI model trained on freelance manufacturing data
Rise in freelance hardware products + accessible AI vision models
AI accuracy on niche products
Start with common categories, user feedback loop
Low awareness of remote tools
Target high-pain freelance communities
Success: 80% confirm they'd pay $25/mo
Success: 20% retention week 2
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