OPEN SOURCE
1 of 119 listings
Test whether this model fits your customer’s buying process and your delivery economics.
Loading…
Free research tool / Startup validator
Keywords match any word of three or more letters in startup names, descriptions or tags. Results measure directory coverage, not the size of the entire market.
119 matching listings out of 119 in this category. Use these signals to refine hypotheses, then validate with customers.
Directory saturation
71/100
Higher directory competition
Matching listings
119
Added in last 90 days
92
Rating gap to 5/5
0.00
1 published reviews; not a demand score
Heuristic = min(100, 25 × log10(listing count + 1) + 25 × share of listings added in the last 90 days). More listings and recent additions indicate more observed competition, not necessarily a bad market. Coverage and category breadth affect the score.
The review-weighted average is 5.00/5. The 0.00 point distance to five is a research prompt, not proof of an unmet need.
Publish your startup and use Competitor Radar to keep your assumptions current as the landscape changes.
Models with less than 10% of matching listings. Under-representation is not evidence of willingness to pay or a guaranteed opportunity.
1 of 119 listings
Test whether this model fits your customer’s buying process and your delivery economics.
1 of 119 listings
Test whether this model fits your customer’s buying process and your delivery economics.
Ranked by published review count, then lifetime likes. A starting point for research, not a revenue ranking.
| Startup | Pricing | Reviews | Likes | 7d views | 7d change | Momentum | |
|---|---|---|---|---|---|---|---|
Libclip | FREEMIUM | 5.0 ★ (1) | 0 | 1 | New traffic | 17/100 | |
| AAI Fruit Video | FREE | No reviews | 0 | 2 | New traffic | 30/100 | |
MiniMax H3 Max | FREEMIUM | No reviews | 0 | 0 | -100% | 0/100 | |
Magic Hour | FREEMIUM | No reviews | 0 | 1 | New traffic | 17/100 | |
| SSeedance 2.0 Mini | FREEMIUM | No reviews | 0 | 1 | New traffic | 17/100 |