Hand-thrown ceramic mug
94%Kitchen$28–$42
"Matches the cozy, earthy mood of the morning routine clip."
What is the product match score?
Every product on a shop page shows a percentage — like the little amber badge below. It reflects how confident our AI is that the product matches what you saw in the original video or post.
Example product card — the amber badge is the match score.
90–100% — Strong match
Our AI is highly confident this product matches the video's vibe and context.
70–89% — Good match
A solid pick — closely related to what was shown, with minor uncertainty.
Below 70% — Worth exploring
A creative or adjacent suggestion. Great for discovery, less of an exact match.
How matching works
Three steps, no engineering required.
- 01
Paste a video or product URL
Drop in a TikTok, Reel, YouTube short, or product page. ShopaPost reads the title, hashtags, and transcript automatically.
- 02
AI finds the best matches
Our matching engine analyzes the content and surfaces relevant products across categories — each with a confidence score.
- 03
You get a shoppable page
Products are ranked by relevance. Edit, remove, or add your own affiliate links — then share the page anywhere.
Why the score matters
The score is there to help you shop and curate with more confidence.
Transparency
You and your visitors can see at a glance how confident the match is — no black box.
Save time
Skip endless scrolling. Top-scored products bubble to the top so curation is fast.
Better discovery
Lower-scored picks often surface creative or adjacent finds you wouldn't have searched for.
Ready to turn your content into a shop?
Start free in under a minute. Paste a link and watch the matches roll in.