Identity
Keep core business facts consistent.
LOCAL BUSINESS AI VISIBILITY
Make the public evidence clearer
There is no single secret AI ranking score. Improve the facts and evidence systems can retrieve, then test what actually changes.
The evidence stack
Use five practical lenses: identity, relevance, proof, corroboration, and access/freshness. This is a diagnostic model, not a published platform formula.
Relevance
State services, customers, and locations clearly.
Proof
Publish legitimate evidence customers can evaluate.
Corroboration
Strengthen reputable third-party confirmation and keep important pages accessible.
PRACTICAL GUIDES
Work on one evidence problem at a time
LOCAL BUSINESS AI
What Does “Recommended by AI” Actually Mean for a Local Business?
Replace the idea of a single AI ranking score with a practical evidence model you can inspect and improve.
Read the guide →LOCAL BUSINESS AI
Build a Canonical Business Record Before Chasing AI Visibility
Fix identity contradictions first so the same business is not described several different ways across the web.
Read the guide →LOCAL BUSINESS AI
How to Make Local Service Pages Easier to Understand and Trust
Build service pages for human decisions first, using the same clarity that makes information easier to retrieve and evaluate.
Read the guide →LOCAL BUSINESS AI
Why Is My Local Business Not Being Recommended by AI?
Turn “AI never recommends us” into a sequence of evidence checks instead of random optimization changes.
Read the guide →LOCAL BUSINESS AI
How to Measure Local Business AI Visibility Without Inventing a Score
Measure factual integrity and repeatable test results before treating mentions or citations as a business KPI.
Read the guide →Keep the goal realistic
No method can guarantee a mention, citation, ranking, or recommendation. Query wording, location, available sources, eligibility, freshness, competition, and model behavior all affect answers. The useful job is to make the business easier to discover, understand, corroborate, and evaluate, then keep a repeatable test log.
For the complete 30-day workflow, see Get Your Local Business Recommended by AI.