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THE STATE OF LOCAL AEO
Analyzing 22 Million Google & ChatGPT Search Results So You Donʼt Have To
& Some LMFAOs
Local Marketing for AI Overviews)
1
Andrew Shotland, CEO
LocalSEOGuide.com
Duda Local AEO Masterclass 2026 7.30.26
2
3
15.2M
Total US SERPs Audited
TIMELINE & GEOGRAPHY
June–July 2026  Google US
WHAT WE LOOKED AT
AI Overviews Across 8 Local Verticals
7.1M
Total US Local Map Grid Points Audited
TIMELINE & GEOGRAPHY
April–July 2026  Google & ChatGPT
US
WHAT WE LOOKED AT
THE DIFFERENCE IN LOCAL SERPS
BETWEEN GOOGLE AI & CHATGPT
I Like Big Data And I Cannot Lie
Which Shows Up More Often? AIOs or Local Packs?
Parity on Desktop
38.5%
AI Overviews
37.3%
Local Packs
AI Overviews maintain a slight dominance on desktop
SERPs over Local Packs, though both represent key
search features.
More Mobile = More Packs
57.6%
Local Packs
34.1%
AI Overviews
Local Packs may dominate mobile SERPs due to UX
factors.
Both features appear together rarely 4.8% Desktop) and 7.1% Mobile).
4
AI Overviews: Top or Bottom?
When both features appear, AI Overviews almost always win top placement.
DESKTOP SERPs
0.14%
Local Packs sit above AI Overviews on only 0.14% of
SERPs.
This represents a near-total victory for AI Overviews in
terms of digital real estate on desktop screens.
MOBILE SERPs
2.04%
Positioning is slightly better for Local, sitting above AI
2.04% of the time.
Mobile screen constraints offer a minor lift to Local Pack
visibility, though AI Overviews still heavily dominate top
positioning.
5
The Visibility Problem: Cited vs. Seen in AI Overviews
23.5%
Desktop Visibility
Citations visible directly to users.
8.4%
Mobile Visibility
Citations visible on mobile
screens.
The Disconnect of AI Citations
● Citations ≠ Visibility: Being cited by Google AI does not
guarantee user visibility.
● Desktop Gap: Even on large screens, more than 76% of
citations remain hidden or require manual user expansion.
● Mobile Drop-off: Restricted display real estate reduces
on-screen visibility down to a minimal 8.4%.
STRATEGIC TAKEAWAY
If your URL is cited in the forest and no one sees it, does it make you money?
6
The Clickability Problem: Mentioned vs. Linked in AI
Overviews
11.9%
Desktop Clickability
Mentions with clickable links on
desktops.
27.7%
Mobile Clickability
Mentions with clickable links on
mobile screens.
The Disconnect of AI Mentions
● Mentions ≠ Clicks: Being mentioned by Google AI does not
guarantee users will click to your site. Often they canʼt!
● Welcome to Zero-Click Search: Even on large screens,
almost 90% of brand mentions are not clickable.
STRATEGIC TAKEAWAY
We all need a way to attribute value to brand mentions in AI, because clicks ainʼt happening.
7
Google Algorithmic Events
Thirty Days of Volatility: AI Overview prevalence is highly volatile.
Takeaway
Expect rapid, unpredictable shifts in AI SERP presence.
Telecom Drop
80.2% →
49.5%
Mobile AI rates plummeted
sharply, wiping out a substantial
portion of search visibility.
Fashion Spike
9.7% → 15.3%
Mobile AI rates jumped
significantly, indicating sudden
landscape changes.
8
Local Packs Holding Steady
Except for Local Services…
Takeaway
Why show a Local Pack when you can show an AIO Pack?
9
Local Packs Are Still a Big Thing
Self Storage Vertical
92.6%
Local Packs Mobile
9.5%
AI Overviews Mobile
Local Services Vertical
79.4%
Local Packs Mobile
32.5%
AI Overviews Mobile
STRATEGIC TAKEAWAY
Local SEO remains paramount for localized intent.
10
The Authority Giants
Who Google's AI Answers Trust Most
Top Cited Desktop Domains
Google.com YouTube Reddit
Google's AI search algorithms heavily favor established,
massive authorities over smaller independent sites.
These select platforms hold disproportionately high trust
scores, heavily dominating standard desktop answers and
citations.
Platform Visibility Spotlight
18.4%
YouTube Citation Rate
YouTube maintains a highly dominant visible
citation footprint in desktop answers, reflecting
Google's prioritization of video assets.
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The 'Everywhere' Domains Dominating Citations
Certain "mega-domains" span across multiple, unrelated industry verticals.
Strategic Takeaway
Brand presence on these third-party mega-domains is critical for indirect AI visibility.
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The Vertical Landscape
A Divergent Search Reality
● Industry Divergence: Search feature visibility varies drastically by industry vertical.
● Query Intent: Informational and technical queries heavily trigger AI Overviews.
● Geographic Intent: Location-based queries heavily trigger Local Packs.
STRATEGIC ACTION
Tailor SEO investments to your vertical's specific reality, not global averages.
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Local Services Citation Leaders
Top Cited Domains across 1.5M Local Services SERPs
Strategic Takeaway
Directories dominate both screen sizes. Yelp and Angi remain critical nodes for local business indirect AI trust. But
Google & YouTube dominate.
14
Real Estate Citation Leaders
Top Cited Domains across 1.8M Real Estate SERPs
Strategic Takeaway
Just like in SEO, location, location, location = the big portals.
15
Ecommerce Citation Leaders
Top Cited Domains across 1.9M Ecommerce SERPs
Strategic Takeaway
Make sure your products are in Google Shopping, YouTube, Walmart & Amazon.
16
Self Storage Citation Leaders
Top Cited Domains across Self Storage SERPs
Strategic Takeaway
Unless you are a big national brand, your best bet is your Google Business Profile & YouTube.
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Fashion Citation Leaders
Top Cited Domains across Fashion SERPs
Strategic Takeaway
You guessed it, itʼs a Google & YouTube world.
18
Telecom: AI Overviews Rule
79.3%
Desktop AI Overviews
3.9%
Local Pack Presence
AI Supremacy
AI Overviews dominate nearly
four-fifths of desktop telecom
searches, whereas traditional Local
Packs are almost non-existent in this
highly informational landscape.
STRATEGIC TAKEAWAY
Informational verticals require aggressive content optimization for AI
Overview inclusion.
19
Google's most prominent AI surface is the one least likely to show
up for a local search.
95%
GOOGLE AI MODE
94%
GEMINI
93%
CHATGPT
48%
GOOGLE AI OVERVIEWS
How often an AI answer appeared | 7.1 million local search queries, Apr 15 - Jul 14, 2026
As captured by our scans; AI Overviews trigger automatically on the results page, the others answer when asked - a comparison of how often an AI answer shows up in each experience, not of any platform's willingness to answer. Customer-tracked
keywords. Data as of July 14, 2026.
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Strategic Takeaway
This canʼt last…
IT GETS WORSE - GOOGLE DISAGREES WITH ITSELF
Ask Google's three AI surfaces the same local question, same day,
same place: 91% of the time they disagree on the #1
recommendation - and 61% of the time all three name a different #1.
91%
DISAGREE ON THE #1
RECOMMENDATION
61%
ALL THREE NAME A
DIFFERENT #1
~5%
OF NAMED BUSINESSES
APPEAR ON ALL THREE
Not one of 2,344 comparisons returned the same business list on all three surfaces. 4 in 5 businesses appear on just one
surface. Gemini vs AI Mode alone overlap only ~16%.
n = 2,344 same-day, identical-grid comparisons of Gemini, AI Mode, and AI Overviews (US local-intent keywords, stratified from 9,795 eligible), Apr 15 - Jul 14, 2026. Measured by businesses named, not links cited. Directional, from Local Falcon
customer scans. AI Overviews names fewer businesses (median 9 vs 24-34), which lowers its overlaps; Gemini vs AI Mode alone still overlap only ~16%.
21
Google Disagrees With Itself
Ask Google's three AI surfaces the same local question, same day, same place
91%
DISAGREE ON THE #1
RECOMMENDATION
61%
ALL THREE NAME A DIFFERENT #1
5%
OF NAMED BUSINESSES APPEAR ON ALL
THREE
Strategic Takeaway
Not one of 2,344 comparisons returned the same business list on all three surfaces. 4 in 5 businesses appear on just one surface. Gemini
vs AI Mode alone overlap only 16%. So Iʼm saying, you have a shot..
n = 2,344 same-day, identical-grid comparisons of Gemini, AI Mode, and AI Overviews US local-intent keywords, stratified from 9,795 eligible), Apr 15  Jul 14, 2026. Measured by businesses named, not links cited. Directional, from
Local Falcon customer scans. AI Overviews names fewer businesses (median 9 vs 2434, which lowers its overlaps; Gemini vs AI Mode alone still overlap only 16%. 22
The chance an AI names a business climbs steeply to 200 reviews - then stops climbing.Businesses
with 1,000+ reviews were named no more often than businesses with 201500.
KEY OBSERVATIONS
Same pattern on every platform we track -
including Google Maps itself.
The steep gains all happen below 200
reviews. Past that, being named more often is
not what reviews buy you.
What DOES keep rising: how much of the
map a named business captures (mean SAIV
28.7 at 050 reviews vs 45.6 at 1,000+ for
ChatGPT.
AI mention rate by current review count, 5,070 businesses ChatGPT; per-bin n 7321,152; AI Overviews 9,639, where an AIO appeared) and Google Maps top-3 rates 13,948) show the same pattern. Review counts are current
snapshot values; association, not causation; Local Falcon customer data. How MUCH of the map a named business captures does keep rising with reviews.
23
Reviews Are Supposed to Help, Right?
Every AI Locates You Differently
Each AI finds your city its own way. Precise location is spreading fast - and each platform trusts different local
sources.
Platform Location signal Primary local sources How it answers
ChatGPT
Precise location - now available even logged out;
IP fallback
Bing index, Foursquare, Yelp/BBB/TripAdvisor, editorial
lists - no Google reviews
Pull - answers when asked; volatile run
to run
Gemini
Google account + device + IP ('general area'
minimum)
Google Business Profile and Maps data Pull - task-oriented assistant
Google AI Mode
Google location stack; localizes even non-geo
queries
Query fan-out (up to ~16 sub-searches) + GBP Pull - full AI search, no blue links
Google AI Overviews Google location stack GBP, reviews, third-party publishers
Push - auto-triggers on the results page
(48% of our local queries)
Perplexity Precise location Web with inline citations; Wikipedia, Reddit, expert sources Pull - citation-forward answer engine
Copilot Precise location Bing stack, Bing Places Pull
Grok No location signal used X/Twitter real-time posts + web
Pull - social-forward, can repeat
misinformation
Claude Coarser; leans on stated location Limited live local grounding Pull - directional only
Platform mechanics as documented and observed by Local Falcon as of mid-2026; AI localization changes frequently. Answer-rate figure from the previous slide's dataset.
24
Not Ranking Well in Google You Say?
In 4 out of 10 US local markets in our data,
ChatGPT's top recommendation never cracks
the Google Maps top 3 - anywhere in that
market.
4 in 10
MARKETS WHERE THE AI WINNER
IS NOT A MAPS TOP-3 BUSINESS
39.3% (378 of 963 markets with a Maps-matchable winner). 1,438 usable markets stratified from 3,905 US local-intent markets, Apr 15 - Jul 14, 2026; scan pairs <= 14 days; 34% of AI winners could not be matched to any Google Business Profile
and are reported separately. Directional; Local Falcon customer-chosen markets.
25
Methodology: Divide # of
Generative AI Features
impressions for location URLs
(stores, service-areas, etc.) by
all Generative AI Features
impressions.
n = 3,082 U.S. locations from 6
multi-location business domains.
How Many Google AIO Queries Are Local?
~15%
(range 1% - 34%)
OF ALL GEN AI FEATURES IMPRESSIONS GO TO
“LOCAL” PAGES
~2%
(range 1% - 4%)
OF ALL “LOCAL” IMPRESSIONS ARE FROM GEN AI
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RANDOM LOCAL AI OBSERVATIONS
Those Data Centers
Arenʼt Going to Pay for
Themselves…
Get ready for Local LLMads
Already here: Ads are already appearing in AI Mode
results as part of PMax.
In Flux: Seeing a variety of formats. So far they are always
after the AI result. That canʼt last.
Prediction: Googleʼs local ads in AI will be much more
effective than OpenAIʼs, which thus far send low-intent,
display ad-type clicks.
Bottom of Google AI Mode result for “water
heater installation in Sherman Oaks, CA”
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RANDOM LOCAL AI OBSERVATIONS
Local Marketing for AI Overviews
AKA
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OK, MR. SMART GUY, SHOW ME THE MONEY
LMFAO TEST #1
Are Local Citations Cool Again?
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What Are Our GBPs NOT Getting Found For?
Prompt:
“Compare these keywords to the
services listed on our website at
<your-url>. Which services or
variations of that service donʼt
appear in the keyword list? Now
compare those results to the
business description <insert
description text> and update the
description to include mentions of
these services.ˮ
30
LMFAO TEST #1
What If We Add More Keywords To Biz Descriptions?
Original Description:
“XYZ is the best blah blah blah
blah blah blah blah in blah blah
blahˮ
Test Description:
“XYZ is the best blah blah blah blah
blah blah blah in blah blah blah.
We're the best place to rent
construction job site
bathrooms…blah blah blah blah.
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LMFAO TEST #1
This?
Updated descriptions on 20
GBPs & Citations
Source: DragonMetrics.com
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LMFAO TEST #1
Visibility in Google AI Overviews for 60 prompts
What If We Add Services to 140 Australian GBPs?
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LMFAO TEST #2
LMFAO TEST #3
Bottom of the Funnel Gets You To Top of the SERPs
● Comparisons & Pros/Cons
● Pricing
● Services & Process
● Verticals/ICPs
● Location
Hat tip to Steve Toth
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BoFu Topic: Comparisons & Pros/Cons
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LMFAO TEST #3
● Current reviews & stats
● Use unbiased language. State what each brand is good for and
where you might be more appropriate
● Be a resource - List several competitors
Meet My Friend, David
https://boomcycle.com/ 36
LMFAO TEST #3
Meet My Friend, David
37
LMFAO TEST #3
Competitor Targeting is More Than A Feeling
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LMFAO TEST #3
BoFu Topic: Pricing
● How much does an SEO audit cost?
● Use ranges. “SMB SEO programs typically start at…”
● Provide different pricing for different ICPs. “SEO programs for
multi-location brands typically start at…”
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LMFAO TEST #4
BoFu Topic: Services & Process
● Explain your services, products & processes exactly as you would
during a discovery call/visit.
● “Local SEO Guide offers the following SEO services…”
● “Here’s what you get from a Local SEO Guide SEO audit…”
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LMFAO TEST #5
BoFu Topic: Verticals/ICPs
● “SEO programs for security guard companies”
● “SEO programs for rehab facilities”
● “SEO programs for dog waste removal services”
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LMFAO TEST #6
BoFu Topic: Location
● “SEO programs for dog waste removal services in Palo Alto, CA”
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LMFAO TEST #7
Location Pages For Service Areas
https://www.localseoguide.com/services/cities/ 43
LMFAO TEST #7
“Listiclesˮ Can Work In Local
https://www.localseoguide.com/palo-alto-seo-company/
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LMFAO TEST #7
Location Pages For Service Areas
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LMFAO TEST #7
Location Pages For Service Areas
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Source: Scrunch.ai
LMFAO TEST #7
BTW Keywords in Brand Name Matter
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LMFAO TEST #7
The MoonRank Method: Blogging for Gelato
date action target keyword
2026-06-16 0 citations across ChatGPT/Perplexity/Gemini)
2026-06-16 Article published: Gelato vs Ice Cream: Key Differences Explained gelato vs ice cream
2026-06-17 Find the Best Gelato Shop Near Me in 2026 gelato shop near me
2026-06-21 What Is Gelato? The Complete Guide to Italian Gelato what is gelato
2026-06-24 Find the Best Vegan Cafe Near Me in 2026 vegan cafe near me
2026-06-28 The Best Dairy Free Desserts to Try in 2026 dairy free desserts
2026-07-01 The Complete Guide to Dairy-Free Gelato in 2026 dairy-free gelato
2026-07-05 The Best Gelato Flavors: A Complete Guide for 2026 gelato flavors
2026-07-08 gelato cafe: Experience Authentic Italian Gelato at Our Cafe gelato cafe
2026-07-12 How to Choose the Best Plant-Based Ice Cream for Your Taste plant-based ice cream
https://www.vgelatomiami.com
/
48
LMFAO TEST #8
The MoonRank Method: Results
https://www.vgelatomiami.com
/
Prompt ChatGPT Gemini Perplexity
Best gelato in
miami?
Y Y Y
Best plant-based
ice cream in
miami
Y Y Y
Within two weeks of publishing
● 3.7x GSC impressions in 19 days
● First citation appeared in 5 days
● #1/cited for “best gelato in miami” in Local Pack
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LMFAO TEST #8
Programmatic at Scale Can Work
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LMFAO TEST #9
This retailer launched 25K programmatic URLs targeting a specific query with 25K variations (e.g. “Stihl MS 172 CE chainsaw
blade sizeˮ)
Got greedy & published
25K “search resultsˮ URLs
Strategic Takeaway
Just make sure 1) you have a strong brand; 2) there is a reason for these pages to exist; & 3) donʼt push your luck
Visibility in Google AI Overviews for 2,138 prompts
Google Search Console clicks
Pay Attention To Your Review Patterns
https://searchlabdigital.com/meet-our-team/greg-gifford/
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LMFAO FREE ADVICE FROM SMART PEOPLE
Play Up Your Age & Experience!
https://danaditomaso.com/
52
LMFAO FREE ADVICE FROM SMART PEOPLE
Answer Your Customersʼ Questions At The Top!
https://www.seosavvyagent.com/about-matt
53
LMFAO FREE ADVICE FROM SMART PEOPLE
Improve Your EEAT!
https://petsitterseo.com/about
54
LMFAO FREE ADVICE FROM SMART PEOPLE
Keep Your Data Up To Date All Over The Web!
https://uberall.com/en-us/author/krystal-taing
55
LMFAO FREE ADVICE FROM SMART PEOPLE
Refresh High Potential Pages!
https://birdeye.com/blog/author/adam-dorfman/
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LMFAO FREE ADVICE FROM SMART PEOPLE
Embrace Your Inner AI Geek
https://ai-grader.searchinfluence.com/
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LMFAO FREE ADVICE FROM SMART PEOPLE
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LMFAO DONʼT FORGET ABOUT FANOUT QUERIES
ChatGPT Fan-Outs via RESONEO Chrome Extension
Bing Webmaster Tools AI Performance Report - Connect with your GSC login!
Extract AI Overview Fan Outs
With Screaming Frog
(h/t Go Fish Digital)
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Keep Track of What the LMFAO Crowd is Saying
Author Topic Title Takeaway
David Konitzny GEO/AEO - AI Search Prompt
Extraction
We can now extract Gemini's search prompts - here's
how
Using Chrome Dev Tools > Network while
querying Gemini, you can find a request
containing a 'Google Search' section that
reveals the actual fan-out search queries
Gemini generates internally (e.g.
reformulated variations of the user's prompt,
some weighted/scored) before producing its
answer - giving direct visibility into Gemini's
internal search logic for AEO auditing.
Olivier de Segonzac GEO/AEO - AI Crawling &
Auditing
How to force ChatGPT to crawl your site (and see
exactly what it reads)
A 3-step prompt forces ChatGPT to search a
site (site:yourdomain.com), open the top
results, and report back the exact
title/URL/content it extracted. Confirms
ChatGPT sources web results from a
3rd-party search index (like Google), then
fetches pages via its ChatGPT-User bot -
useful for auditing crawlability and AEO
readiness, and spotting what the model gets
wrong vs. what it actually reads.
LMFAO Resources
60
OK LETʼS WRAP THIS SUCKER UP
1. Understand how your target SERPs are changing
2. Keep an eye on which sites are getting cited most
3. Control what is being said about you all over the Web
4. Test BoFu content tactics
5. In fact, test, test, test, test, test…
6. Local SEO is still the best way in
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AND JUST ONE MORE OTHER THING
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www.dragonmetrics.com
www.nozzle.io
30% off first month subscription: LOCALSEO30
www.moonrank.ai
www.localfalcon.com
Want to Talk Shop?
www.localseoguide.com
Presentation available at https://www.localseoguide.com/lmfao/