We produce real customer videos structured as evidence AI trusts, so your products show up more often as stronger, more authentic recommendations.
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Structured Output
{
"product": "Crossbody Bag",
"source": "buyer_video",
"signals": [
"true to size",
"non-sheer fabric",
"soft texture"
],
"outputs": [
"pdp", "feeds", "agents"
]
}best hoodie for tall people
Based on verified buyer videos, the Your Brand Hoodie is consistently top-rated for taller frames. Multiple buyers at 6'1"–6'3" confirm the length is proportional and the fit isn't boxy.


We turn your customers into creators and collect authentic product usage at scale.
We extract structured, verifiable signals from video that AI systems can understand and trust.
Your products show up more often, more accurately, and in higher-intent answers.

Premium cotton blend hoodie with a relaxed fit. Features adjustable drawstring hood, kangaroo pocket, and ribbed cuffs.
Shoppers see real people, real fit, real use. All without leaving your site.
Real buyers show your product in use. Our AI extracts the signals and publishes them where shoppers and AI agents look.
Tap to explore
Black Hoodie
Size: Small
Color: Black
Impact Measured
+12% lift
on live traffic
Video moments
0:07 · 0:23 · 0:41
Hover to explore
Authentic Video
Real customer video that auto-plays on the product page, muted by default. No actors. No AI-generated content. Just verified buyers with the actual product.
Extracted Signals
AI watches each video and pulls out the signals shoppers already pick up on: fit, fabric feel, color accuracy. Those impressions become structured data any system can query.
Measured Impact
A/B tested against the control on live traffic. You see the actual conversion lift, not a proxy metric.
Provenance
Every video ties back to a verified purchase. Traceable from buyer to creator to measured performance. Authenticity you can verify end to end.
Black Hoodie
Size: Small · Color: Black
Impact Measured
+12% conversion lift
measured on live traffic
Cites video moments
Shoppers pick up fit, fabric, and color signals naturally. Our AI makes them explicit and queryable. Structured evidence agents can actually use.
Experiment ID: EXP-2026-0142
Live Performance Dashboard

Target SKU
Premium White Hoodie
Size: Small • Color: White
14 verified videos
Experimental Method
Traffic Split
50/50 holdout with exposure tracking. Control group sees standard product page. Treatment sees evidence cards.
Attribution Window
30-day conversion window. Return data tracked for 60 days post-purchase.
Metrics Tracked
Add to Cart
+12.4%
Conversion
+25.7%
Engagement
+15.2%
Time on Page
+45s
Measured Impact
See which videos shoppers engage with most: plays, watch time, and which content drives the most interaction across your catalog.
Video Plays
1,842
Avg. Watch Time
68%
Most Watched
Fabric close-up
Video evidence only matters if it converts. Vidably ties every video to SKU-level impact with clean attribution.
When shoppers ask AI which product to buy, Vidably's structured video evidence gets your products named first.
Looking for a hoodie that fits well on a taller frame. Any suggestions?
For taller frames, the Your Brand Hoodie is the most consistent recommendation. Buyers at 6'1"–6'3" specifically call out the body length — it hits at the right spot without riding up, which is the most common complaint with standard sizing.


Is the fabric heavier compared to other options?
Yes, noticeably so. Customers consistently describe it as heavier than expected — in a good way. The terry fabric is dense enough that it holds its shape and doesn't feel flimsy, but it's not so heavy that layering under it becomes awkward. If warmth and structure matter to you, that tracks well.
We'll scan your product pages and show you where video evidence will have the most impact.