Document AI software: AI search visibility ranking (2026)
How AI search engines rank document ai 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. Document AI software used to classify documents, extract structured data, and automate document-heavy business processes. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
Refreshed Jun 18, 2026Download this ranking as a PDF
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At a glance
What we observed in this categoryauto-generated
Google Document AI leads the category with a composite score of 23.8, built on a citation rate of 50.0% against a visibility rate of 12.5%. Tungsten Automation matches that visibility at 12.5% but scores only 12.5 on the composite, less than half of Google Document AI's figure. Every other ranked brand sits at exactly 0.0% on both visibility and citation, meaning the gap between first and third place is total rather than marginal. In a 20-brand category with an average visibility of just 1.2%, two brands are absorbing all measurable AI presence.
The divergence between visibility and citation is sharpest for Google Document AI, which is named in queries at the same rate as Tungsten Automation (both 12.5%) but cited four times more often (50.0% versus 12.5%). This means Google Document AI is not just appearing in AI responses but is being treated as a trusted, linkable source. Tungsten Automation is mentioned at a comparable rate but converted into fewer citations, suggesting it is referenced narratively rather than anchored as an authoritative source. All other brands receive zero citations despite having established market presence.
The top cited sources in this category include youtube.com, reddit.com, cloud.google.com, llamaindex.ai, and g2.com, pointing to a mix of community content, vendor-owned documentation, and review platforms as the material Google AI Mode draws on. The presence of cloud.google.com in that list directly supports Google Document AI's outsized citation rate. Azure AI Document Intelligence dropped 5 rank positions with a visibility delta of -25.0 and zero citations in the current period, indicating that cloud.google.com is being favoured over azure.microsoft.com as a Document AI reference source.
Movers & shakers since last refresh
Biggest visibility fallers
-
Azure AI Document Intelligence 25% → 0% · rank #2 → #7-25pp
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Rossum 12% → 0% · rank #4 → #8-12pp
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UiPath 12% → 0% · rank #5 → #9-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
cloud.google.com
|
12% | 50% | Google AI Mode |
Google Document AI holds a 50.0% citation rate, four times that of the next brand, and scores 23.8 composite against a category average visibility of just 1.2%. |
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| 2 |
tungstenautomation.com
|
12% | 12% | Google AI Mode |
Tungsten Automation matches Google Document AI on visibility at 12.5% but converts only 12.5% in citations, giving it a composite score of 12.5 versus 23.8 for the leader. |
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| 3 |
abbyy.com
|
0% | 0% | Google AI Mode |
ABBYY records 0.0% on all three metrics despite being a long-established vendor, sitting entirely outside current Google AI Mode responses in this category. |
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| 4 |
aws.amazon.com
|
0% | 0% | Google AI Mode |
Amazon Textract scores 0.0% visibility and 0.0% citation, meaning aws.amazon.com does not appear as a cited or mentioned source in current Document AI AI responses. |
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| 5 |
indicodata.ai
|
0% | 0% | Google AI Mode |
Indico Data sits at rank 5 with zero visibility and zero citations, indistinguishable from the 15 other brands outside the top two on every measured metric. |
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| 6 |
nanonets.com
|
0% | 0% | Google AI Mode |
| 7 |
azure.microsoft.com
|
0% | 0% | Google AI Mode |
| 8 |
rossum.ai
|
0% | 0% | Google AI Mode |
| 9 |
uipath.com
|
0% | 0% | Google AI Mode |
| 10 |
base64.ai
|
0% | 0% | Google AI Mode |
| 11 |
hyperscience.com
|
0% | 0% | Google AI Mode |
| 12 |
klippa.com
|
0% | 0% | Google AI Mode |
| 13 |
veryfi.com
|
0% | 0% | Google AI Mode |
| 14 |
instabase.com
|
0% | 0% | Google AI Mode |
| 15 |
ocrolus.com
|
0% | 0% | Google AI Mode |
| 16 |
esker.com
|
0% | 0% | Google AI Mode |
| 17 |
docsumo.com
|
0% | 0% | Google AI Mode |
| 18 |
parseur.com
|
0% | 0% | Google AI Mode |
| 19 |
docugami.com
|
0% | 0% | Google AI Mode |
| 20 |
workfusion.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on document ai 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 document ai 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 document ai software AI visibility
Who leads AI visibility in Document AI software?
Google Document AI leads with a composite score of 23.8 and a citation rate of 50.0%, far ahead of Tungsten Automation at 12.5 composite and all other brands at zero.
What sources does Google AI Mode cite most for Document AI research?
The top cited sources in this category are youtube.com, reddit.com, cloud.google.com, llamaindex.ai, docanalyzer.ai, hebbia.com, atlasworkspace.ai, and g2.com, with cloud.google.com directly boosting Google Document AI's citation share.
Which brands have lost the most AI visibility in Document AI software recently?
Azure AI Document Intelligence fell 5 rank positions with a visibility delta of -25.0%, while Rossum and UiPath each dropped 4 positions with a -12.5% visibility delta, all reaching zero current visibility.
How does citation rate differ from visibility rate in this category?
Google Document AI illustrates the gap clearly: its visibility rate is 12.5% but its citation rate is 50.0%, meaning it is trusted as a linkable source far more often than it is simply named in responses.
How concentrated is AI visibility in the Document AI software category?
Visibility is extremely concentrated: only 2 of 20 brands record any presence, the category average visibility is 1.2%, and both active brands share the same top engine, Google AI Mode.
Does Azure AI Document Intelligence appear in current Google AI Mode responses for Document AI?
No. Azure AI Document Intelligence currently records 0.0% visibility and 0.0% citation, having lost 25.0 percentage points of visibility compared to its previous measurement period.