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9,550 AI-built startup entries from 3 public builder contests, till last month, grouped into 49 themes. Tile size is the number of entries; hot is crowded in this dataset, cold is where few builders went. Tap your theme.
Crowded, mid-pack or quiet, each calls for a different first step.
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2.0% of entries (191 of 9,550) mention any traction (users, customers, revenue) in their pitch text.
Basis: IC-TRAC-01'Education & edtech' is crowded in this dataset: 761 entries (8.0%), rank 1 of 49 themes.
Basis: IC-CROWD-01'All-in-one business suite / ERP' is relatively under-represented among global-contest entries (1.2%, 73 entries) versus India-contest entries (2.9%, 122).
Basis: IC-WS-01Observations about the submitted entries in this dataset, not the whole market. Each links to its numbers and limits.
| Problem | ×1.5 | How acute and must-have is the pain for a specific buyer? |
| Market | ×1.5 | How large and reachable is the paying market? |
| Moat | ×2 | What does the business still have after a competitor clones the features? |
| Traction | ×2.5 | What real usage, payment or commitment exists? |
| Maturity | ×1.5 | Is the product actually live, usable and reliable? |
| Founder | ×1 | Does the founder have relevant experience, execution evidence and customer access? |
Each 0–10; maximum weighted total 100. Missing evidence is marked "insufficient evidence", never zero, and a partial score is never stretched to 100. Bands for complete scores: Build ≥ 80, Reshape ≥ 56, otherwise Kill — always with the assumptions that would change the verdict. A score is not a probability of funding or success. Rubric 1.0.0.
Is ColdVC affiliated with the contests or their organisers? No. ColdVC is independent. The entries were submitted to public builder showcases; ColdVC analyses them and did not create them.
Is the founder of ColdVC an investor? No. Ideas are scored the way a VC would — ColdVC does not invest, introduce you to investors, or promise funding, sales or success.
Who sees my idea? Your intake is used only for your report. The report is published at an unlisted private link: anyone who has the link can open it, so share it carefully. It is not indexed by search engines. Ask us and we delete it.
Is the kit enough, or do I need the teardown? The kit lets you score your idea yourself. The teardown adds live market research and a human review. Neither requires the other.
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