Predictions
Every time a niche gets flagged "underserved" on the Dashboard, it's recorded here with a timestamp. Once 90 days pass, we check back: did the niche's launch count actually pick up? This is the one signal that can't be faked or rushed — only earned by being right over real time.
16
Open
0
Resolved
0
Hits
0
Misses
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Hit rate
Open vs. hit vs. miss
Open
| Niche | Label | Called on | Checked on | Supply mom. | Attention mom. |
|---|---|---|---|---|---|
| ai browser automation and web scraping | Underserved | Sept. 24, 2026 | Dec. 23, 2026 | -7% | +0.14 |
| Hacker News tools and analytics | Underserved | Sept. 15, 2026 | Dec. 14, 2026 | +10% | +0.09 |
| local security and secrets management | Underserved | Sept. 15, 2026 | Dec. 14, 2026 | -12% | +0.06 |
| systems utilities and sandbox infrastructure | Underserved | Sept. 14, 2026 | Dec. 13, 2026 | -31% | +0.09 |
| focus and ADHD productivity tools | Underserved | Sept. 13, 2026 | Dec. 12, 2026 | +8% | +0.08 |
| creative computing and visual tools | Underserved | Sept. 12, 2026 | Dec. 11, 2026 | +3% | +0.05 |
| payment processing and billing infrastructure | Underserved | Sept. 11, 2026 | Dec. 10, 2026 | +1% | +0.06 |
| Claude ecosystem and developer tools | Underserved | Sept. 11, 2026 | Dec. 10, 2026 | +2% | +0.07 |
| AI agent orchestration and management | Underserved | Sept. 11, 2026 | Dec. 10, 2026 | +6% | +0.06 |
| scientific computing and algorithmic libraries | Underserved | Sept. 10, 2026 | Dec. 9, 2026 | -39% | +0.32 |
| searchable public records and archives | Underserved | Sept. 10, 2026 | Dec. 9, 2026 | -26% | +0.15 |
| ai coding assistants and app builders | Underserved | Sept. 10, 2026 | Dec. 9, 2026 | -14% | +0.12 |
| persistent memory for AI agents | Underserved | Sept. 10, 2026 | Dec. 9, 2026 | +2% | +0.11 |
| frontend design and development tools | Underserved | Sept. 10, 2026 | Dec. 9, 2026 | 0% | +0.24 |
| developer tooling for coding agents | Underserved | Sept. 10, 2026 | Dec. 9, 2026 | -2% | +0.09 |
| web graphics and UI developer tools | Underserved | Sept. 10, 2026 | Dec. 9, 2026 | -10% | +0.08 |
Resolved
Nothing has resolved yet — the earliest predictions are checkable in 90 days.