Every frame, already tagged.
A two-pass Claude vision pipeline auto-detects products in every UGC photo and video frame, maps them to your SKUs, and places hotspots at the right second. Above 80% confidence auto-accepts; below queues for a 30-second human review.
- Two-pass vision: detect → recognise
- Above 80% auto-accepts; below queues for review
- Cross-channel SKU map (IG handle ↔ Shopify SKU)
- Hotspot timing for video — right product, right second
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Auto-accept · ≥ 80%
Linen blazer · Sand · 0:08–0:14
Every UGC frame, already tagged.
Two-pass Claude vision. Above 80% confidence auto-accepts; below queues for a 30-second review.
- 80%auto-accept rate
- $0.001per asset
- +27%hotspot CTR
Four steps. Ingest to hotspot.
The tagger runs on every asset in your DAM continuously. Re-tag when you change SKUs; the hotspot timeline updates in place — no re-import, no re-publish.
Step 1
Ingest the asset
From Instagram, TikTok, YouTube, a hashtag campaign, the DAM, or a creator upload. Same pipeline for image and video.
Step 2
Pass 1 · Detect
Fast vision model finds candidate products + bounding boxes inside the frame.
Step 3
Pass 2 · Recognise
High-precision pass verifies candidates against your SKU set. Confidence score per match.
Cross-channel SKU mapStep 4
Accept or queue
Above 80% auto-accepts and places a hotspot. Below queues for human review in the DAM.
Three things to know before you turn the threshold down.
Two-pass, not one-pass
Detect-then-recognise is slower than a single pass but catches multiple products per frame and aligns confidence scores with your SKU set.
Confidence threshold is yours
Default 80% auto-accept. Bump it to 90% for high-AOV stores. Lower it for catalogue exploration. Live setting, no re-run needed.
Hotspot timing on video
For video, the tagger computes the timestamp range where each product appears so the hotspot fires at the right second.
Stop renting six tools. Ship one.
Spin up your first widget in 4 minutes. Migrate from Bazaarvoice, EmbedSocial, Tolstoy or Videowise in a day. Your CFO will love us. Your CRO already does.
- No credit card
- Cancel anytime
- SOC 2 + GDPR
