Enterprise architecture software: AI search visibility ranking (2026)
How AI search engines rank enterprise architecture software by visibility and citations. 18 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. Enterprise architecture software used to map business capabilities, application portfolios, processes, and technology dependencies for transformation planning and governance. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →
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When buyers ask about Enterprise architecture software, AI engines often highlight LeanIX as the clear leader, with a visibility percentage of 62.5. Other notable mentions include Ardoq and BiZZdesign, which consistently earn recognition as top brands in the field.
The rankings are shaped by sources from which AI engines pull data. Highly cited domains such as gartner.com and erstudio.com play significant roles, showing that expert analysis and aggregated reviews influence visibility and prominence in recommendations.
For buyers reading this page, consider that AI engines prioritize brands with recent reviews and authoritative sources. LeanIX's appearance at the top indicates a strong third-party validation from various experts, making it a solid choice for those seeking reliable Enterprise architecture software.
At a glance
What we observed in this category
LeanIX leads the enterprise architecture software category with a composite score of 51.2 and visibility of 62.5%, jumping from rank 4 to rank 1 after a 37.5-point visibility gain. The closest composite competitor, Ardoq, scores 48.8, making the gap at the top relatively narrow. However, BiZZdesign matches LeanIX on raw visibility at 62.5% yet sits at rank 3 with a composite score of 43.8, illustrating that visibility alone does not determine standing when citation behaviour is factored in.
The visibility-to-citation divergence is the sharpest pattern in this dataset. BiZZdesign has 62.5% visibility but a 0% citation rate, meaning Google AI Mode names it frequently but never links to it as a source. Ardoq shows the reverse: 37.5% visibility but a 75% citation rate, the highest in the category. Avolution follows a similar pattern, with only 25% visibility but a 50% citation rate. These gaps suggest that being named in AI responses and being trusted as a sourced reference are entirely different positions in this category.
Google AI Mode is the dominant engine across all 10 ranked brands, with every brand listing it as their top engine. Among the top cited external sources, gartner.com appears first, followed by specialist sites including erstudio.com, catio.tech, softwarereviews.com, and virima.com. Two vendor domains, ardoq.com and avolutionsoftware.com, appear directly in the cited sources list, which aligns with their above-average citation rates of 75% and 50% respectively. MEGA and Software AG Alfabet both register 0% on visibility and citation, indicating no measurable AI presence in the current audit.
Movers & shakers since last refresh
Biggest visibility risers
-
LeanIX 25% → 62% · rank #4 → #1+38pp
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BiZZdesign 38% → 62% · rank #2 → #3+25pp
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Avolution 0% → 25% · rank #9 → #5+25pp
Biggest visibility fallers
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MEGA 12% → 0% · rank #6 → #8-12pp
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HOPEX 12% → 0% · rank #6 → #14-12pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
leanix.net
|
62% | 25% | Google AI Mode |
LeanIX leads with a composite score of 51.2 and visibility of 62.5%, more than four times the category average of 14.6%, though its citation rate of 25% remains modest. |
||||
| 2 |
ardoq.com
|
38% | 75% | Google AI Mode |
Ardoq has the highest citation rate in the category at 75%, more than seven times the 10.4% average, despite visibility of only 37.5%, well below LeanIX. |
||||
| 3 |
bizzdesign.com
|
62% | 0% | Google AI Mode |
BiZZdesign matches LeanIX on visibility at 62.5% but records a 0% citation rate, the starkest named-but-not-trusted gap among all ranked brands. |
||||
| 4 |
sparxsystems.com
|
38% | 25% | Google AI Mode |
Sparx Systems holds a composite score of 33.8 with balanced but below-average metrics, at 37.5% visibility and 25% citation, placing it mid-tier with no standout engine advantage. |
||||
| 5 |
avolutionsoftware.com
|
25% | 50% | Google AI Mode |
Avolution rose from rank 9 to rank 5 this period, gaining 25 visibility points and 50 citation points, and its domain appears directly in the top cited sources list. |
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| 6 |
servicenow.com
|
25% | 0% | Google AI Mode |
| 7 |
orbussoftware.com
|
12% | 12% | Google AI Mode |
| 8 |
mega.com
|
0% | 0% | Google AI Mode |
| 9 |
softwareag.com
|
0% | 0% | Google AI Mode |
| 10 |
valueblue.com
|
0% | 0% | Google AI Mode |
| 11 |
dragon1.com
|
0% | 0% | Google AI Mode |
| 12 |
adoit-community.com
|
0% | 0% | Google AI Mode |
| 13 |
signavio.com
|
0% | 0% | Google AI Mode |
| 14 |
mega.com
|
0% | 0% | Google AI Mode |
| 15 |
capsifi.com
|
0% | 0% | Google AI Mode |
| 16 |
qualiware.com
|
0% | 0% | Google AI Mode |
| 17 |
erwin.com
|
0% | 0% | Google AI Mode |
| 18 |
iriusrisk.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on enterprise architecture 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. More on visibility →
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. More on citation rate →
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. How AI engines pick sources →
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. How AI search ranking works →
Get your own enterprise architecture 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 enterprise architecture software AI visibility
Who leads AI visibility in enterprise architecture software?
LeanIX leads with a composite score of 51.2 and visibility of 62.5%, having risen from rank 4 to rank 1 this period with a 37.5-point visibility gain.
Which brand is cited most often by Google AI Mode in this category?
Ardoq has the highest citation rate at 75%, and its domain ardoq.com appears directly in the top cited sources list for the category.
What external sources does Google AI Mode anchor on for enterprise architecture software queries?
The top cited sources are gartner.com, erstudio.com, catio.tech, softwarereviews.com, and virima.com, alongside vendor domains ardoq.com and avolutionsoftware.com.
Are there brands with high visibility but low citation in this category?
BiZZdesign is the clearest example, with 62.5% visibility but a 0% citation rate, meaning Google AI Mode mentions it without linking to it as a source.
Which brands have no AI presence in the current audit?
MEGA, Software AG Alfabet, and ValueBlue all register 0% on both visibility and citation, giving them a composite score of 0.0 in this audit period.
Which brands showed the biggest AI visibility gains in the latest audit period?
LeanIX gained 37.5 visibility points to reach 62.5%, while Avolution and BiZZdesign each gained 25 points, with Avolution also jumping four places from rank 9 to rank 5.