optise-helix-race-audit
CommunityScore pages for AI agent readiness
System Documentation
What problem does it solve?
Audits a B2B webpage against the proprietary Optise RACE™ framework (Requirements, Actions, Constraints, Evidence) to determine AI agent evaluation readiness — how well AI agents running multi-step buyer workflows can evaluate, recommend, or shortlist this page. Distinct from FITq (which scores AI search citation readiness) — RACE scores agent-readability. Fetches the URL, analyzes rendered HTML, and returns ranked fixes. Use when the user asks for a RACE audit, agent-readiness audit, AI agent evaluation check, or wants to know if AI agents will recommend their page. Returns a 4-signal scorecard (0-100), top 5 fixes, a "not ideal for" template if that signal is weak, and a before/after diff for the highest-priority fix.
Core Features & Use Cases
- Provides a 4-signal RACE score (Requirements, Actions, Constraints, Evidence) with a 0-100 total.
- Returns the top 5 fixes and a before/after diff for the highest-priority fix.
- Offers an explicit "not ideal for" starter template to help buyers identify fit.
- Supplies an actionable workflow for audits to inform product, marketing, and compliance decisions.
- Useful for pages targeted to AI agents evaluating multi-step buyer journeys.
Quick Start
Run the RACE audit against a target URL and review the 4-signal scores, top fixes, and the not-ideal-for starter template.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: optise-helix-race-audit Download link: https://github.com/shashwatgtm/optise-helix-aeo-skills/archive/main.zip#optise-helix-race-audit Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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