AI Product Scout
AI product commercialization case archive
What this is
A bilingual public archive of case studies on how AI products get positioned, priced, and launched, aimed at founders and researchers studying commercialization patterns.
Our one-line summary — not the founder’s tagline.
- How it works
- organizes commercialization cases, market signals, pricing notes, and launch angles into a searchable, tagged knowledge base instead of scattered social posts or private notes
- Best for
- founders, product managers, and analysts researching AI product strategy
What we measured
Nobody else publishes this — it comes from knocking on the door every day.
- Watched by us
- 7 days
- Last checked
- 1d ago
Where it shows up
Every group here is a page of its own — each one checked daily.
The numbersIs it still shipping, is it overpriced, where did it land — and what the price is built from.
League price & chart
No money. No seat. It goes on your record — and in 28 days reality settles it.
Calls are closed while we rebuild accounts. You can still read every one of them.
AI. Launched 7d ago on PeerPush, where it placed #498. Today, the site itself changed 3d ago — evidence it's still shipping, not just announcing.
Quiet for 2 days — no penalty yet, but quiet doesn't stay free.
We check this site every day, ourselves. A founder can post “still working on it” — a claim like that doesn't price. What we price is what we can verify from the outside: evidence, not announcements. The real question isn't “will this be huge?” — it's “will they still be moving in four weeks?”
The market viewHow this launch is priced and ranked in our league — the investor side of the page.
ranked by the reality anchor, not the market price
It placed #498 on PeerPush with 4 votes.
No matter how much money goes in. There is no pump here — you can't make yourself right by buying more. The line only moves on things that actually happened: an award, revenue that grew, a new platform, code that shipped — or silence.
1 quiet day in between are left out — nothing happened on them. A launch that goes quiet eases down a little at a time — never a cliff you could have run from the night before.
How the launch is moving on its own board, day by day — the crowd's attention.
A flat line is normal: votes stop within a day or two of launch, on every board. What's unusual — and what actually counts — is a launch that keeps pulling votes long after its day is over.
About
AI Product Scout is a bilingual public archive for studying how AI products become real businesses. It organizes commercialization cases, market signals, pricing notes, launch angles, positioning patterns, and product strategy research into a searchable knowledge base. The tool is useful for founders, product managers, builders, analysts, and researchers who want to compare how AI products are positioned, monetized, launched, and adopted across different markets. Instead of relying on scattered social posts or private notes, readers can browse structured case pages with categories, tags, bilingual SEO fields, and traceable local source references. Common use cases include researching AI product opportunities, comparing pricing and monetization models, studying launch narratives, finding market signals, and building a sharper understanding of commercial AI product strategy. AI Product Scout is free to browse and is updated as new product research is added.
Where it launched
1 platform| Platform | Votes | Counts toward price | Link |
|---|---|---|---|
| PeerPush | 4 | sets the price | ↗ |
The board it did best on sets the price. Every other board only adds to it if the launch also placed high on that board too — because just showing up somewhere isn't an achievement. Listing on twelve directories is free; placing well on them isn't.
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