If you do local SEO for a living, you already understand most of what AI visibility requires. You just haven’t seen anyone map the concepts to the new surface yet.
This post does that. If you want the short, scannable version with a side-by-side map, that lives at /local-geo/.
The one-line version
Local SEO is about showing up when your customer searches nearby. Local GEO is about showing up when your customer asks AI. Same job. New surface.
You still care about visibility. You still care about share of voice. You still care about what competitors look like from the customer’s seat. The concepts travel. The mechanics don’t.
What maps cleanly
Three things port over almost untouched.
Share of voice. Still the right metric. In local SEO, you tracked what percentage of the local pack you owned across a set of queries. In Local GEO, you track what percentage of AI answers name you when your customer asks. The unit changes. The question is the same: when people are looking for someone like you, how often do they hear you?
Competitor benchmarking. Still the right frame. You always wanted to know who shows up alongside you, how they’re described, and what they’re doing that you aren’t. That’s unchanged. AI answers typically name three to five businesses. The cast of characters tells you as much as your own position does.
Monitoring over time. Still the right cadence. Local SEO taught everyone that a one-time audit is a snapshot, not a strategy. Weekly rank tracking existed because rankings drift. AI answers drift too, for similar reasons and some new ones. If you only check once, you don’t know anything.
What doesn’t map
Three things break when you try to port them directly.
Proximity becomes persona. This is the big one. Google’s local pack was proximity-ranked. Physical closeness was a real signal. That’s why grid tools worked: you could see how your rank changed at different pins on a map, and the variation was real data about how Google evaluated you.
AI considers proximity when it can, but AI mostly answers by intent. It knows who it is talking to. A celiac family in Chula Vista asking for a safe Mexican restaurant and a budget-focused diner asking for cheap tacos get different answers from the same model at the same address. The axis of variation isn’t where the customer is. It’s who the customer is and what they’re actually asking for.
The grid doesn’t disappear. It just stops being a grid of locations. It becomes a grid of customers.
The local pack becomes the answer set. Google gave you ten blue links and three map pack slots. AI gives you a paragraph with three to five businesses named. Position still matters, but not the way it used to. Being mentioned third in a flowing recommendation is different from being the third blue link. Tone, context, and what gets said about you carry more weight than ordinal rank.
NAP, citations, and GBP are still SEO. If your Google Business Profile is a mess or your NAP is inconsistent, that’s a local SEO problem. It’s not a Local GEO problem. Fixing it helps AI mention you correctly, because AI pulls from the same web your local SEO work shapes. But the fix lives in your existing local SEO practice. Don’t let anyone sell you “AI schema” or “llms.txt optimization” as if these are new ranking factors. They aren’t.
What a weekly Local GEO practice looks like
You don’t have to rebuild your process. You have to extend it.
Pick three customers. Not three keyword groups. Three actual customers, the way you’d describe them to a friend. For a moving company, that might be the cross-town apartment renter, the family relocating from out of state, and the business moving offices. For a dentist, it might be the new-to-town family, the emergency toothache, and the cosmetic consultation.
Test what those three customers see when they ask AI for help in your category. Not once. Weekly. Across the platforms your customers actually use.
Track:
- Whether your business is named at all
- What AI says about you when it does name you
- Who shows up alongside you
- Where the answers are stable and where they’re drifting
That’s the practice. It’s the same muscle as weekly rank tracking. The data is different. The cadence is the same.
What you don’t have to do
You don’t have to open seven AI platforms and type the same question seven times.
You don’t have to screenshot ChatGPT answers and paste them into a Google Doc to compare week over week.
You don’t have to write twenty-five variations of a customer prompt just to see whether AI notices the difference between “affordable” and “budget-friendly.”
You don’t have to explain to your client why “AI SEO” costs extra when you already sold them local SEO.
How Surmado fits
Scout runs this practice as a Job. Scout writes a deep customer profile from your business and tests it across seven AI platforms with dozens of questions your customer would actually ask. The report comes back in about fifteen minutes. Every query graded for mention rate, description quality, and Ghost Influence, which is what we call the visibility you lose when AI describes what you do but credits someone else.
Membership unlocks more personas through Monitoring. Three different personas, every week, on every platform. That’s 84 conversations Scout has on your behalf every month. You get a report. You see what changed.
That’s Local GEO, the way we do it. Persona first. Included with membership. Built for a small business or the agency that serves one.
The short version
Local SEO already taught you most of what matters. Share of voice, competitors, weekly monitoring, all travel. Proximity becomes persona. The local pack becomes the answer set. GBP and citations stay where they are, which is in your existing local SEO work.
If you do local SEO, you can do Local GEO. The mental model is already in your head. You just need a way to see what your customers see when they ask AI instead of Google.
The product page lives at /local-geo/ if you want the scannable version to send to a colleague or a client. Or ask Scout to run your first AI Visibility Job. One Job. About fifteen minutes. Fifty dollars.
Run an AI Visibility report.
Included with every plan. ~15 minutes per Job.