geo-fact-checkerGEO-focused fact-checking and evidence collection assistant for written content. Use this skill whenever the user wants to verify factual claims (numbers, da...
Install via ClawdBot CLI:
clawdbot install geoly-geo/geo-fact-checkerGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Generated Mar 22, 2026
A market research firm needs to verify statistics, market share percentages, and competitor rankings in a report before publication. The skill extracts numeric claims, checks them against authoritative sources like industry reports and company financial statements, and flags outdated data.
A SaaS company wants to ensure accuracy in a webpage comparing its product to competitors, including user counts, pricing, and feature claims. The skill verifies each claim using official websites and recent reviews to build trust and avoid legal issues.
A financial publisher creates articles with revenue figures, growth rates, and economic data that AI models might cite. The skill checks dates and numbers against government databases and reputable financial news to ensure reliability for automated systems.
A healthcare blog includes statistics on disease prevalence or treatment efficacy. The skill validates these claims using medical journals and health organization reports, adding citations to meet regulatory standards and enhance credibility.
An e-commerce platform updates product descriptions with technical specs, release dates, and performance benchmarks. The skill verifies manufacturer data and industry standards to prevent misleading claims and reduce return rates.
Offer the skill as a cloud-based API or plugin for content management systems, charging monthly fees based on usage tiers. This model targets businesses needing continuous fact-checking for dynamic content, with revenue from recurring subscriptions.
Provide manual fact-checking audits as a service for high-stakes documents like legal filings or marketing campaigns. This model leverages expert analysis for complex claims, generating revenue through project-based fees.
Integrate the skill into free writing tools with basic checks, offering premium features like bulk verification or advanced source validation for a fee. This model attracts individual users and upsells to teams, driving revenue from upgrades.
💬 Integration Tip
Integrate the skill early in content workflows, such as during drafting in CMS or collaboration tools, to catch errors before publication and streamline citation management.
Scored Apr 19, 2026
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