GIS software: AI search visibility ranking (2026)
How AI search engines rank gis software 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. Geographic information system software used to map assets, analyze spatial data, plan infrastructure, and manage geospatial workflows. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 14, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
ArcGIS and QGIS share the top visibility position in GIS software, both reaching 50.0% against a category average of just 6.9%. The gap between these two and the rest of the field is steep: Global Mapper sits third at 25.0%, CARTO at 12.5%, and every brand from rank 5 onward scores 0.0% visibility. This concentration means Google AI Mode answers for GIS software are dominated by two brands, leaving 16 of 20 tracked brands essentially invisible to AI-generated responses.
ArcGIS is the only brand in this category earning any citations, at 12.5% against a category average of just 0.6%. QGIS matches ArcGIS on visibility at 50.0% but records 0.0% citations, creating a clear divergence between being named in AI responses and being trusted enough to cite as a source. This distinction matters for credibility signals: ArcGIS is both visible and cited, while QGIS is visible but not cited, and all remaining brands achieve neither.
The top cited sources for GIS software queries in Google AI Mode are youtube.com, reddit.com, softwarereviews.com, felt.com, equatorstudios.com, and esri.com. The presence of community and video platforms alongside a single vendor domain suggests AI Mode is anchoring on user-generated and review content rather than vendor documentation. Esri.com appearing as a cited source aligns directly with ArcGIS holding the only positive citation rate of 12.5% in the category.
Movers & shakers since last refresh
Biggest visibility risers
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ArcGIS 0% → 50% · rank #0 → #1+50pp
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QGIS 0% → 50% · rank #0 → #2+50pp
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Global Mapper 0% → 25% · rank #0 → #3+25pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
esri.com
|
50% | 12% | Google AI Mode |
ArcGIS leads the category with 50.0% visibility and the only positive citation rate at 12.5%, making it the sole brand exceeding both the visibility average of 6.9% and the citation average of 0.6%. |
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| 2 |
qgis.org
|
50% | 0% | Google AI Mode |
QGIS matches ArcGIS at 50.0% visibility but records 0.0% citations, showing strong AI presence without the source-trust signal that separates ArcGIS in composite score (35.0 vs 38.8). |
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| 3 |
bluemarblegeo.com
|
25% | 0% | Google AI Mode |
Global Mapper ranks third with 25.0% visibility and 0.0% citations, sitting at more than double the category average visibility but trailing the top two brands by 25 percentage points. |
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| 4 |
carto.com
|
12% | 0% | Google AI Mode |
CARTO reaches 12.5% visibility, close to twice the category average, but records 0.0% citations and a composite score of 8.8, placing it well behind the top three brands. |
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| 5 |
precisely.com
|
0% | 0% | Google AI Mode |
MapInfo Pro scores 0.0% on all three metrics, sitting below the category visibility average of 6.9% and indistinguishable from the six other zero-scoring brands ranked 6 through 10. |
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| 6 |
hexagon.com
|
0% | 0% | Google AI Mode |
| 7 |
autodesk.com
|
0% | 0% | Google AI Mode |
| 8 |
bentley.com
|
0% | 0% | Google AI Mode |
| 9 |
supermap.com
|
0% | 0% | Google AI Mode |
| 10 |
manifold.net
|
0% | 0% | Google AI Mode |
| 11 |
maptiler.com
|
0% | 0% | Google AI Mode |
| 12 |
mapbox.com
|
0% | 0% | Google AI Mode |
| 13 |
cadcorp.com
|
0% | 0% | Google AI Mode |
| 14 |
geopandas.org
|
0% | 0% | Google AI Mode |
| 15 |
openlayers.org
|
0% | 0% | Google AI Mode |
| 16 |
saga-gis.org
|
0% | 0% | Google AI Mode |
| 17 |
grass.osgeo.org
|
0% | 0% | Google AI Mode |
| 18 |
gevernova.com
|
0% | 0% | Google AI Mode |
| 19 |
caliper.com
|
0% | 0% | Google AI Mode |
| 20 |
geoserver.org
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on gis software, 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 gis software 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 gis software AI visibility
Who leads AI visibility in GIS software?
ArcGIS and QGIS are tied at the top with 50.0% visibility each, both far above the category average of 6.9%. ArcGIS holds a composite score edge of 38.8 versus 35.0 for QGIS due to its 12.5% citation rate.
Which GIS software brands receive citations in Google AI Mode responses?
ArcGIS is the only brand in the category with a positive citation rate, at 12.5%, against a category average of 0.6%. Every other tracked brand, including QGIS, records 0.0% citations.
What sources does Google AI Mode cite most for GIS software research?
The top cited sources are youtube.com, reddit.com, softwarereviews.com, felt.com, equatorstudios.com, and esri.com. Community platforms and review sites dominate, with only one vendor domain (esri.com) appearing in the list.
How concentrated is AI visibility in the GIS software category?
The top two brands account for all of the category's highest visibility scores, while 16 of 20 tracked brands score 0.0% visibility. The category average of 6.9% reflects how few brands appear in AI-generated responses at all.
Is there a meaningful gap between being named and being cited in GIS software AI responses?
Yes. QGIS is named in 50.0% of responses but cited 0.0% of the time, while ArcGIS matches that visibility and also earns a 12.5% citation rate. Being mentioned and being used as a source are clearly distinct outcomes in this category.
Which GIS software brands are rising in AI visibility?
ArcGIS, QGIS, and Global Mapper are the only brands showing visibility gains, each rising from 0.0% in the previous period to 50.0%, 50.0%, and 25.0% respectively. No brands recorded visibility declines in this audit period.