Location intelligence platforms: AI search visibility ranking (2026)
How AI search engines rank location intelligence platforms by visibility and citations. 20 brands measured monthly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Location intelligence software used to map audiences, optimize territories, analyze trade areas, and make geo-informed decisions for expansion and operations. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 11, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
Esri ArcGIS leads the location intelligence platforms category with a composite score of 32.5, more than double Carto's 16.2 in second place. That gap is significant because the category average visibility sits at just 1.9 percent, meaning Esri ArcGIS at 25.0 percent visibility is capturing the overwhelming share of AI-surfaced brand mentions. Only two brands, Esri ArcGIS and Carto, register any visibility at all across the 20 brands audited, leaving the remaining 18 brands functionally invisible in AI-generated responses.
Maptitude presents the sharpest divergence between citation and visibility in this dataset. It holds zero visibility yet earns a 37.5 percent citation rate, placing it third overall by composite score. Precisely and Placer.ai show the same pattern, both at 0.0 percent visibility with 25.0 percent citation rates. This means Google AI Mode references these brands in source links or footnotes without narrating them in response text, a meaningfully different form of AI presence that buyers and analysts should distinguish from true named visibility.
Google AI Mode is the dominant engine across every ranked brand in this category, with no outlier engines reported. The top cited sources include third-party domains such as growthfactor.ai, flypix.ai, smappen.com, and felt.com alongside owned domains like esri.com and caliper.com. The presence of youtube.com in the citation list suggests AI responses are drawing on video content as a reference source. Third-party aggregators and review-adjacent sites appear to carry substantial weight in how AI anchors category-level responses.
Movers & shakers since last refresh
Biggest visibility risers
-
Esri ArcGIS 0% → 25% · rank #0 → #1+25pp
-
Carto 0% → 12% · rank #0 → #2+12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
esri.com
|
25% | 50% | Google AI Mode |
Esri ArcGIS dominates with 25.0 percent visibility and 50.0 percent citation rate, both figures dwarfing the category averages of 1.9 percent and 9.4 percent respectively. |
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| 2 |
carto.com
|
12% | 25% | Google AI Mode |
Carto sits second with 12.5 percent visibility and a 25.0 percent citation rate, the only other brand in the category to register any AI narrative presence at all. |
||||
| 3 |
caliper.com
|
0% | 38% | Google AI Mode |
Maptitude earns a 37.5 percent citation rate despite zero visibility, making it the clearest example of citation-without-narration among all 20 audited brands. |
||||
| 4 |
precisely.com
|
0% | 25% | Google AI Mode |
Precisely matches Placer.ai with 0.0 percent visibility and 25.0 percent citation rate, tied fourth and distinguishable only by composite score rounding at 7.5. |
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| 5 |
placer.ai
|
0% | 25% | Google AI Mode |
Placer.ai shares Precisely's exact visibility and citation figures, both sitting well above the 9.4 percent category citation average while generating no AI narrative mentions. |
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| 6 |
gapmaps.com
|
0% | 12% | Google AI Mode |
| 7 |
nextbillion.ai
|
0% | 12% | Google AI Mode |
| 8 |
alteryx.com
|
0% | 0% | Google AI Mode |
| 9 |
near.com
|
0% | 0% | Google AI Mode |
| 10 |
geoblink.com
|
0% | 0% | Google AI Mode |
| 11 |
bouncie.com
|
0% | 0% | Google AI Mode |
| 12 |
clevermaps.io
|
0% | 0% | Google AI Mode |
| 13 |
gravyanalytics.com
|
0% | 0% | Google AI Mode |
| 14 |
unacast.com
|
0% | 0% | Google AI Mode |
| 15 |
foursquare.com
|
0% | 0% | Google AI Mode |
| 16 |
mapbox.com
|
0% | 0% | Google AI Mode |
| 17 |
targomo.com
|
0% | 0% | Google AI Mode |
| 18 |
spectus.ai
|
0% | 0% | Google AI Mode |
| 19 |
dataplor.com
|
0% | 0% | Google AI Mode |
| 20 |
een.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on location intelligence platforms, these are the domains Google AI Mode cited most often. If you're not on this list — or if your competitors are — that's a concrete PR / linkbuilding target.
How to read this ranking
Four things worth knowing before you act on the numbers above. These are the same definitions across every industry page — for category-specific observations, see the What we observed section above (where available) and the per-brand insights inline in the ranking.
Visibility = being named
A brand's visibility % is the share of AI answers that mention it by name in the response prose. This is who AI engines actively recommend to the buyer.
Citation rate = being trusted
Citation rate is the share of AI answers that include the brand's domain as a clickable source link. This is what the AI treats as authoritative evidence — different from being named.
Top engine differs by brand
The "top engine" column shows which AI surface each brand performs best on. Big gaps between a brand's score across engines usually points to specific content or schema gaps.
Rankings move month to month
AI engines re-crawl and re-rank on shorter cycles than classical search. We re-audit every brand on this list at least every 30 days and refresh this page automatically.
Get your own location intelligence platforms brand audited
The brands above were curated from public market-leader lists. Want the same measurement against your own brand — including the queries you appear on, which competitors get named instead, and a prioritised fix list? Run a free preview.
Frequently asked about location intelligence platforms AI visibility
Who leads AI visibility in location intelligence platforms?
Esri ArcGIS leads with 25.0 percent visibility and a composite score of 32.5, far ahead of second-placed Carto at 12.5 percent visibility and a score of 16.2.
What is the typical AI visibility level for brands in this category?
The category average visibility is just 1.9 percent across 20 audited brands, and only two brands, Esri ArcGIS and Carto, register any visibility at all.
What sources does AI cite most for location intelligence platform research?
Google AI Mode anchors on a mix of third-party sites including growthfactor.ai, flypix.ai, smappen.com, and felt.com, alongside owned domains like esri.com and caliper.com, with youtube.com also appearing in the citation list.
Can a brand be cited by AI without being named in the response text?
Yes, Maptitude has a 37.5 percent citation rate with zero visibility, and both Precisely and Placer.ai show 25.0 percent citation rates at 0.0 percent visibility, confirming that citation and narrative presence are distinct outcomes.
Which AI engine is driving visibility in location intelligence platforms?
Google AI Mode is the top engine for every ranked brand in this category, with no other engine reported as an outlier across the top 10 brands.
How many brands in this category have zero AI visibility and zero citation?
At least three of the top 10 audited brands, Alteryx, Near, and Geoblink, show 0.0 percent on both visibility and citation, giving them a composite score of 0.0.