DISABLE_TELEMETRY=1 to opt out before using. business-opportunity-radarAutomates scraping and analyzing app, Amazon, Reddit, and Product Hunt reviews to identify and rank SaaS market gaps with validated business ideas.
Install via ClawdBot CLI:
clawdbot install nicemaths123/business-opportunity-radarGrade Limited — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
WEBHOOK → https://hooks.slack.com/services/xxx/xxx/xxxCalls external URL not in known-safe list
https://www.apify.com/?fpr=dx06pUses known external API (expected, informational)
api.anthropic.comAI Analysis
The skill sends scraped data to an external Slack webhook endpoint not documented in the provided definition, indicating potential data exfiltration. While the core use of Apify and Anthropic APIs aligns with the stated purpose, the undocumented webhook and affiliate link (fpr=dx06p) introduce uncontrolled data flow and potential tracking.
Generated May 10, 2026
Indie hackers and startup founders can use this skill to scrape negative reviews of existing apps in a niche (e.g., project management, budgeting) and analyze them with Claude to identify recurring pain points. The output is a ranked list of validated SaaS ideas with market size estimates, enabling founders to build products that solve real unmet needs.
Product managers at tech companies can mine reviews of their own app and competitor apps to discover feature requests and frustrations. The gap analysis helps prioritize roadmap items that address the most common complaints, reducing churn and improving user satisfaction.
Business analysts can monitor forums, Reddit, and review sites to track emerging complaints about competitors. The pattern detector highlights recurring themes, and the opportunity scorer quantifies pain levels, providing actionable insights for positioning and differentiation.
Content marketers and community managers can use the skill to discover what their target audience is struggling with. The frustration extractor provides raw material for blog posts, social media content, or YouTube videos that directly address those pain points, driving engagement and authority.
Consultants or entrepreneurs in non-tech sectors (e.g., health, education, retail) can scrape niche forums and Amazon reviews to identify product gaps. The SaaS idea generator produces concrete concepts with positioning and GTM angles, helping them assess viability before investing resources.
Offer a subscription-based service where clients receive monthly market gap reports for their chosen niche. Use this skill to automate data collection and analysis, delivering ranked opportunity lists with validation signals.
Use the skill to discover high-opportunity ideas, then build and launch a SaaS product addressing the top gap. Leverage the validation data to attract early adopters and investors.
Provide consulting engagements to established product teams, using the technique to audit their competitive landscape and suggest improvements. Deliver a customized opportunity report and roadmap recommendations.
💬 Integration Tip
To integrate, simply set up the Apify and Claude API keys, install the npm dependencies, and run the provided scripts to start scraping and analyzing data.
Scored May 11, 2026
Audited Apr 19, 2026 · audit v1.0
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