The short version
- 01Local AEO is the practice of making your site, profile and review presence the sources AI assistants cite when nearby buyers ask near me, best in [city] and which [service] questions.
- 02Five sources earn almost every local citation: your own site (with LocalBusiness schema), Google Business Profile, large review platforms, local press, and structured industry directories. Everything else is a distant tail.
- 03Most of the work is restructuring, not writing more. Exact-match NAP, encyclopedia-style hero copy, plain-text services pages, schema, and reviews that name specific services.
- 04Citation rate moves within four to eight weeks once NAP is consistent and the homepage opens with a neutral category and service area definition.
- 05Treat local AEO as a weekly loop, not a launch. Re-run your local prompt set, watch the mention to citation gap, and fix in two-week sprints.
Local SEO vs Local AEO
| Dimension | What it means | Local SEO | Local AEO | Key shift |
|---|---|---|---|---|
| Audience | Who you write for | Local SEO | Local AEO | A map scanner vs an assistant |
| Goal | What success means | Rank in map pack | Be named in the AI shortlist | Pin vs sentence |
| Format | How content is shaped | Keyword + city pages | Encyclopedia-style services pages | Pages that retrieve cleanly |
| Authority | How trust is signaled | Reviews + citations count | NAP consistency, schema, dated content | Identity over volume |
| Measurement | What you track | Rank, GBP views, calls | Citation rate, share of citations | Did AI name you as the answer |
| Cadence | Update rhythm | Monthly post + photos | Weekly drift check + quarterly asset | Visible last updated dates |
Why this matters now
The neighborhood discovery journey used to start with a Google Maps search and a quick scroll through the map pack. In 2026 it increasingly starts with a sentence typed into ChatGPT, Perplexity, Gemini or Claude, and the assistant returns a shortlist of two to five local businesses with a short, confident description of each.
That shortlist is the new map pack. Most local owners have no idea which of their pages, profiles or reviews, if any, made it in.
Local AI traffic is still small in absolute terms compared to Maps. But it arrives with unusually high intent, buyers who already know what they want and are asking the assistant to confirm a specific business choice before they call, book or walk in.
The question local owners usually miss
Most local business owners ask whether AI mentions them. That is the easy question and the wrong one. The harder, more valuable question is whether AI cites them, whether your own URL or your Google Business Profile appears under the assistant's answer as the source it leaned on.
AI can describe your business correctly and still cite a directory page, a competitor's blog or a stale press article as the evidence. That mention to citation gap is where most of the local AEO opportunity sits in 2026.
"Local SEO optimized for the pin on the map. Local AEO optimizes for the sentence under the answer. Different reader, different rules."
The fixes are rarely glamorous. Consistent business data. A homepage that opens like an encyclopedia entry. A services page that does not hide prices. Reviews that name the actual service. Schema. Dates. AEO is the work of treating all of those as first-class marketing surfaces, not afterthoughts.
See how AI assistants describe your local business today
Strajist AI tracks citation rate, share of citations and the mention to citation gap for local businesses across 8 AI models. 7-day free trial, no credit card.
Start Free TrialWhat AI assistants actually quote about local businesses
Across the local prompt sets we monitor, AI assistants quote the same five sources over and over again. Cover these and you have done eighty percent of the local AEO work.
- A fixed local prompt set you re-run weekly across the models that matter for your category.
- An encyclopedia-style 40 to 80 word category + service area definition in the first 80 words of the homepage.
- Exact-match NAP across your site, Google Business Profile, Apple Business Connect, Yelp and the top 15 directories.
- LocalBusiness (or subtype) JSON-LD schema with geo, hours, service area and price range.
- A plain-text services page with indicative pricing, no contact-gating for basic info.
- A steady drumbeat of recent, specific reviews with public responses to all of them.
- At least one original local authority asset per quarter, hosted on your own domain.
The 7-step local AEO playbook
Map the buyer's local prompt set
FoundationSkip this and every later improvement is a guess. A fixed prompt set turns local AEO from a feeling into a number that moves week over week.
Write 30 to 60 prompts that mirror how locals actually ask AI assistants. Discovery prompts like best brunch in [neighborhood] or top family dentist near [zip]. Decision prompts like is [your business] good for [use case]. Comparison prompts like [your business] vs [competitor] in [city]. Logistics prompts like does [your business] take walk ins, accept insurance, or open on Sundays.
Re-run the set weekly across the models that matter for your category, Gemini and Google AI Mode for most local queries, ChatGPT and Perplexity for considered services like legal, dental and home improvement. The output is a number: citation rate, not vibes.
Every local business, no matter how small. Five prompts per buying stage beat zero. Start here before changing your site or your Google Business Profile.
Fix NAP consistency across the open web
CleanupName, Address, Phone, exact match, everywhere. AI assistants cross-check business identity across your site, Google Business Profile, Apple Business Connect, Bing Places, Yelp, TripAdvisor, industry directories and chamber listings. Conflicts make models cautious; a single confident match makes them recommend you.
Audit the top 20 directories for your category. Fix the legal name, the trading name, the suite number, the phone format and the hours. Anywhere a model could see two different versions of you, pick one and rewrite the others.
Multi-location businesses, anyone who has moved or rebranded, and anyone whose listings were created years ago by a third party agency. This step alone often moves citation rate in two weeks.
Rewrite the homepage's first 80 words as an encyclopedia entry
Highest leverageAI retrieval reads the first chunk most aggressively. If your homepage opens with a slogan and a Book Now button, you are invisible to the system that decides which local businesses get named.
Lead with a neutral 40 to 80 word description: what you are (category), where you serve (city, neighborhood, radius), who you serve (specific use cases or audiences), and one differentiator stated as a fact, not an adjective. Save the brand voice for the second screen.
Every local business with a website. This is the single highest leverage edit you can make in an afternoon.
Add LocalBusiness schema and a clear services page
Structured dataAdd LocalBusiness (or the more specific subtype, Restaurant, Dentist, LegalService, AutoRepair) JSON-LD schema with address, geo coordinates, opening hours, service area, price range and accepted payments. AI assistants use this as a trust signal that the page is canonical for your business.
Then publish a Services page that lists every service you offer in plain text, with short two to four sentence descriptions and indicative pricing or pricing ranges. Pages that hide prices behind contact forms get filtered out of AI shortlists.
Service businesses where buyers compare offerings, clinics, law firms, contractors, salons, repair shops. Restaurants should also expose menu items as text, not just a PDF.
Earn recent, specific reviews and respond to all of them
EvidenceAI assistants quote review content as the closest thing to a verifiable opinion. Generic five-star reviews are nearly worthless; long reviews that name the specific service, the staff member and the outcome are gold. Coach happy customers to mention the specific thing they came in for.
Respond to every review, positive and negative, in plain professional language. Public responses double as evidence to the model that the business is active, accountable and current, which is itself a citation signal.
Any local business with at least a few months of trading history. Twenty recent, specific reviews outperform two hundred old generic ones for local AEO.
Build one local authority asset per quarter
Citation magnetA neighborhood guide, a category buyer's guide for your city, a local price benchmark, a seasonal FAQ. One sourced, dated piece of original local content per quarter is the highest leverage citation magnet a small business can produce.
Publish it on your own domain with a clear publication date, a named author, and structured headings. Pitch it to one local journalist or city blog. A single backlink from a real local publication moves you from a Yelp result into a press citation, which AI models trust more.
Owner-operated businesses with category expertise, lawyers, dentists, contractors, restaurateurs. Pick depth of insight over volume of posts.
Measure citation rate weekly and fix drift
Operating loopRe-run your local prompt set every week across the models that matter for your category. Track three numbers, citation rate, share of citations versus your top three local competitors, and the mention to citation gap (AI talks about you but cites someone else).
Fix in two-week loops. Where the gap is biggest, look for stale Google Business Profile data, missing LocalBusiness schema, a hidden pricing page, or a competitor with a fresh local press hit. Ship the fix, wait two weeks, measure again.
Every local business that has done steps 1 to 6. Local AEO compounds only when it becomes a recurring loop, not a one-off project.
Where to start, by business type
Frequently asked questions
What is AEO for local businesses?+
How is AEO different from local SEO?+
Do AI assistants actually recommend local businesses?+
Which content sources do AI assistants quote about local businesses?+
How fast does AEO move the needle for a local business?+
Does Google Business Profile still matter in 2026?+
The takeaway
For local businesses, the next wave of walk-ins, calls and bookings is going to flow through two sentences in an AI answer that a buyer reads before they ever open Maps.
Local AEO is the work of making sure those sentences quote your site, your Google Business Profile and your reviews, not a competitor's blog post or a directory page from 2019.
Start with the prompt set. Fix NAP. Rewrite the first 80 words of your homepage. Ship LocalBusiness schema and a real services page. Then measure citation rate weekly and iterate. That is the entire game.
Measure your local citation rate todayİbrahim Eroğlu is the founder of Strajist AI, a B2B SaaS platform that tracks, measures and analyzes brand visibility across 8 major AI models including ChatGPT, Gemini, Claude, Perplexity, Microsoft Copilot, Grok, Google AI Overview and Google AI Mode. You can find him at strajist.ai.