AI auto-versions and optimizes ecommerce images for distributed teams.
Distributed remote ecommerce teams struggle with ineffective version control for product images and assets, leading to confusion over current versions.
SnapVault uses AI to detect changes, auto-version uploads, and optimize for web/speed, solving 'what's current?' chaos. Teams get smart suggestions for variants, with a clean history timeline. PMs approve AI-proposed live versions effortlessly.
Product managers, designers, and developers in distributed remote ecommerce teams handling product images and assets
AI-driven auto-versioning and optimization, reducing manual work by 70%.
friendly
Detects changes on upload and creates versions automatically.
Auto-resizes/compresses for web, multiple formats.
AI proposes crops/resizes based on ecom best practices.
Interactive scrubber for version previews.
Quick vote on versions to set live.
Generate links to test variants live.
Usage stats per asset/version.
Process folders with AI batching.
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| name | text | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| workspace_id | uuid | No |
| original_url | text | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| asset_id | uuid | No |
| ai_score | int | No |
| is_optimized | bool | No |
| is_live | bool | No |
Relationships:
| Column | Type | Nullable |
|---|---|---|
| id | uuid | No |
| version_id | uuid | No |
| user_id | uuid | No |
| vote_type | text | No |
Relationships:
/api/assets/uploadAI process & version upload
/api/versions/:id/optimizeTrigger AI optimization
/api/assets/:id/timelineFetch version history
/api/versions/:id/voteCast vote on version
/api/assets/:id/livePromote to live
Basic opt, no teams
20GB storage
Unlimited
| Month | Users | Conversion | MRR | ARR |
|---|---|---|---|---|
| Month 1 | 180 | 1.5% | $46 | $552 |
| Month 6 | 1,500 | 3.5% | $893 | $10,716 |
Smart optimization, change detection, and team approvals for remote ecom—no manual hassle.
Target Shopify Plus users via Facebook groups, offer free AI credits. Post demo video on r/MachineLearning and ecom subreddits. Cold DM Twitter ecom influencers with pain point.
Dynamic resize
No AI versioning
Intelligent history & team tools
Uploads
Limited AI
Full AI workflow
AI models trained on user versions for better accuracy; data flywheel.
AI image tools exploding (Midjourney etc.), increasing version needs.
AI costs/accuracy
Open-source models, tier limits
AI hype fatigue
Demo real savings
AI vendor dependency
Multi-provider
Success: 50+ waitlist
Success: 90% accuracy reported
Success: 20% referral growth
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