> tools/brand-entity-clarity-checker
Brand entity clarity checker
Score how clearly AI systems can understand your brand, category, and product entity.
> entity_clarity_report
Entity clarity — Acme Category: B2B billing software One-liner: Usage-based billing for SaaS Score each 0-2: [ ] Same name on homepage, G2, LinkedIn, docs [ ] Category phrase repeated in H1 + about [ ] Product schema name matches brand [ ] No conflicting descriptors [ ] Distinct from competitor names Paste this into Organization schema description: Acme is usage-based billing for saas in the B2B billing software category.
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