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Roadmap

What metrics should I track over the 90 days?

Misti Bruton
Misti Bruton
Last updated: July 2026

Full article

From Invisible to Recommended: Your 90-Day AI Visibility Roadmap

Key Takeaways

  • AI visibility audit score (baseline vs. current) is the primary metric — track it monthly.
  • Category and problem query appearance matters more than branded name appearance.
  • Schema validation errors must stay at zero — any error is a signal quality failure.
  • Review velocity (new reviews per month) is the leading indicator for reputation authority.
  • Entity consistency score across platforms should reach 100% before the end of month one.

The metrics framework for 90-day GEO

Traditional SEO metrics — organic traffic, keyword rankings, domain authority — do not directly capture AI visibility progress. You need a parallel measurement system.

Foundation metrics (Month 1)

  • Entity consistency score — audit your Name, Address, Phone, and category across all platforms. Target: zero discrepancies.
  • Schema validation — run the Schema.org validator and the Google Rich Results Test. Target: zero errors, zero warnings.
  • Google Business Profile completeness — measure against every available field. Target: 100%.
  • Baseline AI visibility audit score — run 10–15 test queries across ChatGPT, Perplexity, Google AI Overviews, and Gemini. Document exactly what each engine returns. This is your benchmark for every future measurement.

Content metrics (Month 2)

  • New authority pages published — target two per month minimum.
  • AI citation rate — of your test queries, what percentage now cite your own content vs. competitors?
  • Internal link depth — does your content hub have meaningful cross-links between related articles?

Reputation metrics (Month 3)

  • Review velocity — new reviews per month across all platforms.
  • Review specificity — what percentage of reviews mention specific services, outcomes, or staff by name? (More specific = more citable by AI engines.)
  • Third-party mention growth — new external sites referencing your business name, category, and location.

The quarterly re-audit

At the end of 90 days, re-run your full baseline audit using the same query set. The key questions:

  1. Has my visibility audit score improved?
  2. Am I appearing in category and problem queries I was not in before?
  3. Are AI engines citing my own content rather than competitors?
  4. Has my entity been resolved in all four major engines?
StageMetricTarget
Month 1Entity consistencyZero discrepancies across all platforms
Month 1Schema validation errorsZero
Month 1GBP completeness100%
Month 2Authority pages published2+ per month
Month 2AI citation rateAppearing in 30%+ of test queries
Month 3Review velocity4+ new reviews per month
Month 3Third-party mentions2+ new external references per month

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From Invisible to Recommended: Your 90-Day AI Visibility Roadmap

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