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Forums

Concipe update: Evidence Score, cited answers, and post-ship tracking

Hey Product Hunt! We launched Concipe earlier this month to help teams turn scattered feedback into buildable specs you can use with CLI Agents and AI Code editors such as Claude and Cursor.

Since then, one question kept coming up: How strong is the evidence behind an opportunity?

So we shipped a few updates to make that clearer.

Every opportunity now shows an Evidence Score from 0 to 100. You can see how many unique voices mentioned it, which sources it came from, sentiment breakdown, and which customer tier is asking.

What's the riskiest contract clause you've ever missed?

We've analyzed 60+ contracts through VIDI and the most common risks people miss are:

- Auto-renewal clauses (locked in for another year without realizing)

- Liability caps that only protect one side

- Vague termination terms

What's the revenue ceiling for a 10-person startup today?

Lovable hit $400M ARR with 146 employees. That's $2.7M revenue per employee. Midjourney goes even further. $500M revenue. ~110 employees. $0 raised from investors. That's over $4.5M per employee. Bootstrapped. For context: most SaaS companies celebrate $200k-$300k per employee as a strong benchmark.

If 146 people can generate $400M, what does the math look like at 10?

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