Question 1

What is Clawsmith and how does it find opportunities?

Accepted Answer

Clawsmith scans the OpenClaw ecosystem for real engagement signals (hype, issues, revenue proof, and trends) then ranks opportunities by a Virality Score based on actual data, not opinions. It surfaces what developers are actively complaining about, paying for, and building around so you can find validated product ideas backed by real demand.

Question 2

How is Clawsmith different from GitHub Trending or similar free tools?

Accepted Answer

GitHub Trending shows popular repos. Clawsmith shows validated business opportunities. We aggregate signals across forums, issues, social media, and revenue sources to score real demand. Free tools show what's trending. Clawsmith shows what's worth building and gives you the leads, feature prompts, and competitive positioning to actually ship it.

Question 3

What data sources does Clawsmith pull from?

Accepted Answer

Clawsmith aggregates signals from GitHub issues, forum discussions, social media posts, revenue platforms, and developer communities across the OpenClaw ecosystem. Every signal is traced back to its source so you can verify the opportunity yourself.

Question 4

What do I get with the free plan vs. Builder?

Accepted Answer

The free dashboard gives you the full signal feed: every opportunity card, detail page, keyword cloud, competitive landscape, revenue proof, and notable voices. Builder adds the intelligence layer with AI-powered feature prompts, issue source posts, lead lists, the Build This Product flow, and MCP access to pipe opportunities directly into your coding agent.

Question 5

What is the Build This Product MCP feature?

Accepted Answer

When you find an opportunity worth building, click Build This Product and connect your coding agent (Claude Code, Cursor, Windsurf, etc.) via MCP. Clawsmith delivers a full product brief with requirements, competitive positioning, leads, and launch targets directly into your IDE so your AI agent can start building immediately.

Question 6

How fresh is the data? How often are signals updated?

Accepted Answer

Signals are refreshed continuously as new data appears across tracked sources. Virality Scores update as engagement changes, so the rankings always reflect current demand, not stale snapshots.

Question 7

Can I cancel my subscription anytime?

Accepted Answer

Yes. Cancel from Settings and your Builder access continues until the end of your billing period. No questions asked, no hoops. The free dashboard remains fully accessible after cancellation.

Question 8

Is there a team or enterprise plan?

Accepted Answer

A Promoted tier exists for teams, agencies, and dev shops that want to run Clawsmith at scale. It's not listed publicly. Reach out via the contact page to discuss pricing and volume access.

Feature	Free	Builder
Dashboard + all signals	✓	✓
Signal detail pages	✓	✓
Keyword cloud + topics	✓	✓
Competitive landscape	✓	✓
Revenue proof	✓	✓
Notable voices	✓	✓
Feature prompts (agent-ready)	✗	✓
Issue source posts	✗	✓
Lead lists	✗	✓
Build This Product CTA	✗	✓
MCP server	✗	✓

Find what to build. Ship it.

Feature comparison

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