Hunro scores every product on TikTok signals, competition and estimated margin, then gives you one ad potential score with the full math behind it.
In private build. Invites go out in batches.
Mini desk vacuumFew sellersLow$14 per unit0 / 100
Pet travel bottleFew sellersLow$11 per unit0 / 100
Handheld fabric steamerSome sellersMedium$18 per unit0 / 100
Magnetic light barMany sellersHigh$9 per unit0 / 100Selected: Mini desk vacuum
Clear cleanup demo, few active sellers and room in the estimated margin.
Every score is built from signals you can inspect.
My shortlist
Mini desk vacuum82 / 100Pet travel bottle76 / 100Handheld fabric steamer68 / 100Magnetic light bar51 / 1004 candidates ready for review
Rank a handful of candidates by ad potential before you pay for a single sample. Drop the ones where the math does not hold up.
Creative angles · Mini desk vacuum
Before and after
Hook note: Crumbs gone in one pass
Problem first
Hook note: Desk mess on a work call
Gift angle
Hook note: Under the price of lunch
Check whether a product has a clear hook and a visual demo before you brief creatives. Keep angle notes next to the score.
Category watch list
Alert when a score crosses 75 / 100
Watch the categories you already sell in and get an alert when a new item starts scoring high. Spot the next line extension early.
Client list · Shared
Pet travel bottleApprovedOrdering a sampleHandheld fabric steamerReviewCheck the shipping weightMagnetic light barPassedToo many sellers3 decisions shared with the client
Share one list with your client, comment on each product and track its status. Everyone sees the same breakdown.
Ad spying shows you what already ran. The ad potential score asks what is still open: it weighs hook potential, demo clarity, audience breadth and saturation headroom, and shows each part.
Mini desk vacuum
Ad potential
Visible result in the first two seconds
One hand, one pass, no explaining needed
Students, home office, car owners
Few sellers running ads right now
Seller count, active ad saturation and price spread, read together. A product with rising demand and few sellers sits in a different place than one every store already runs.
Pet travel bottle
Competition Low
Few sellers, rising saves
Margin estimate
Sample data for illustration.
Hunro reads the selling price range from public listings, estimates landed cost and shipping by weight, and gives you an estimated margin in dollars per unit.
These are estimates from public listings. Your real costs will differ, so treat them as a starting point.
Saved · Spring tests
Mini desk vacuum82 / 100Pet travel bottle76 / 100Save rate · Mini desk vacuum
Sample data for illustration.
See how views, saves and comments moved over time, not just today.
Score crossed your threshold
Mini desk vacuum moved to 82 / 100
Score crossed your threshold
Pet travel bottle moved to 78 / 100
Get told when a product crosses the score you care about.
spring-shortlist.csv
Preparing export
Take your list into a sheet or your own tools.
Mini desk vacuumPet travel bottleHandheld fabric steamerMagnetic light barGroup candidates by test, client or season and drag them into order.
Est. margin per unit
Narrow the board by category, competition and estimated margin.
Scores are estimates. They rank ideas, they do not predict sales.
We are building and testing the scoring engine on real public signals.
People on the waitlist are invited in groups, in order of sign up.
No prices yet. We will announce them at launch, and waitlist members hear first.
Ad library feed
Ran 12 days
Ran 28 days
Ran 7 days
Hunro board
| Question | Plain ad spying | Hunro |
|---|---|---|
| What you see | Ads that already ran and how long they ran | Products scored on what is still open |
| Competition view | A feed of other stores' ads | Seller count, ad saturation and price spread, read together |
| Margin view | Not part of the picture | Estimated margin in dollars per unit |
| How the ranking is explained | Sorted by views or run time | A breakdown with a reason for each part of the score |
| What you decide with it | Whether to copy something that worked | Whether a product has room left for your ad |
| Honesty about limits | Rarely stated | Scores and margins labelled as estimates, with no promised results |
Plain answers about the score, the data and access.
A score out of 100 that estimates how much room a product still has to work as an ad. It combines TikTok signals, competition and estimated margin, and every score comes with a breakdown and a reason for each part.
Join the waitlist and we will email you when your batch is ready.