Key takeaway
A single 0, 100 score is only useful when each dimension ties to evidence: live prompts, competitor benchmarks, and concrete remediation steps.
Beyond vanity AI rankings
An AI visibility score should answer: “If a buyer asks an assistant about my category, do I get recommended accurately, and do competitors eat my prompts?” NewsUSA scores seven weighted dimensions with probe excerpts, not black-box guesses.
The seven dimensions
Citation authority, Are you cited on high-intent syndication and placement queries? Content accuracy, Do models misstate your offer or merge you with a namesake? Query relevance, Does your site copy match external language buyers use? Sentiment, Is tone neutral-to-positive where you appear? Competitive position, Who wins “best vendor” prompts? Schema optimization, Can parsers read your entity, services, and FAQs? Freshness, Is evidence recent enough to beat stale competitor pages?
What to fix first
If robots.txt blocks major AI crawlers, fix that before buying media. If schema is thin but press is strong, enrich JSON-LD and llms.txt. If press is thin but crawlers are open, editorial placement is usually the highest ROI move for citation authority. See the sample report structure for how deliverables present findings.
Frequently asked questions
Which of the seven dimensions should I fix first?
Start with whichever is cheapest and most foundational: if AI crawlers are blocked in robots.txt, fix that before anything else, no other dimension matters if models cannot fetch your pages. After crawler access, schema and structured content are usually the fastest wins; citation authority and competitive position take longer to move.
How is an AI visibility score different from a search ranking?
A search ranking reflects position in a results list. An AI visibility score reflects whether an assistant mentions, accurately describes, and favorably ranks your brand inside a generated answer, evaluated across five separate models rather than one search index.
Written by
NewsUSA Editorial Team
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