How do AI engines decide which local business to recommend?

They cross-check NAP consistency (name, address, phone) across the web, weight Google Business Profile completeness and review sentiment, then pull LocalBusiness schema and citations from trusted local directories. Community mentions on Reddit, local news, and niche forums increasingly outweigh generic backlinks.

Do I need LocalBusiness schema?

Yes. LocalBusiness (or a subtype like Restaurant, Dentist, HomeAndConstructionBusiness) with address, geo, openingHours, telephone, and sameAs is the single strongest structured signal for local AI answers. Validate it with Schema.org's validator and keep it identical to your Google Business Profile.

How long does Local AEO take to show results?

GBP and schema fixes typically appear in AI answers within 2–4 weeks. Community-citation growth (Reddit threads, local blogs, review volume) compounds over 2–3 months and is what moves you from 'sometimes cited' to 'default recommendation'.

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Guide · Local AEO

Local AEO: how location-based businesses win AI answers

By Vlad Radu · Published 2026-07-25

Local Answer Engine Optimization is the practice of structuring a local business's data — Google Business Profile, LocalBusiness schema, reviews, and community citations — so SearchGPT, Perplexity, Gemini, and Google AI Overviews recommend you when a user asks a location-based question. It's traditional local SEO with the AI-citation layer bolted on.

1. Lock down Google Business Profile

Every AI answer engine cross-references GBP first. Complete every field — categories, hours, services, attributes, photos, Q&A — and keep NAP (name, address, phone) byte-identical to your website footer and schema.

2. Ship LocalBusiness schema

Add LocalBusiness (or a precise subtype) with address, geo, openingHoursSpecification, telephone, priceRange, and sameAs pointing to your GBP, Yelp, Facebook, and industry directories. Validate every field.

3. Build community-driven citations

AI engines weight Reddit threads, local news mentions, niche forums, and neighborhood blogs above generic backlinks for local queries. Earn one substantive mention per month on a source your city's residents actually read.

4. Concentrate review velocity

Volume, recency, and response rate all feed AI ranking. A steady pace of recent reviews with specific service mentions beats a stale pile of five-stars. Reply to every review, especially the critical ones.

5. Publish location-intent content

Create one page per neighborhood or service-area you serve, with named landmarks, ZIP codes, and a direct-answer paragraph in the first 60 words. This is what LLMs quote when someone asks about your area.

FAQ

What is Local AEO?: Local AEO is Answer Engine Optimization applied to location-based queries — the practice of structuring a local business's data (Google Business Profile, LocalBusiness schema, reviews, community citations) so SearchGPT, Perplexity, Gemini, and Google AI Overviews recommend you when a user asks 'best X near me'.
How do AI engines decide which local business to recommend?: They cross-check NAP consistency (name, address, phone) across the web, weight Google Business Profile completeness and review sentiment, then pull LocalBusiness schema and citations from trusted local directories. Community mentions on Reddit, local news, and niche forums increasingly outweigh generic backlinks.
Do I need LocalBusiness schema?: Yes. LocalBusiness (or a subtype like Restaurant, Dentist, HomeAndConstructionBusiness) with address, geo, openingHours, telephone, and sameAs is the single strongest structured signal for local AI answers. Validate it with Schema.org's validator and keep it identical to your Google Business Profile.
How long does Local AEO take to show results?: GBP and schema fixes typically appear in AI answers within 2–4 weeks. Community-citation growth (Reddit threads, local blogs, review volume) compounds over 2–3 months and is what moves you from 'sometimes cited' to 'default recommendation'.

Next step

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