AEO for visual collaboration software: AI search visibility ranking
How AI search engines rank visual collaboration software by visibility and citations. 20 brands measured quarterly across Google AI Mode: which brands the AI names in answers, which domains it cites as sources, and how the leaders compare. Visual collaboration software used to brainstorm, map workflows, facilitate workshops, capture ideas, and help distributed teams collaborate on diagrams, boards, and visual plans. 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 AI engines are asked about Visual collaboration software, Miro emerges as the clear leader, holding a visibility of 62.5 percent. FigJam and Mural are also frequently mentioned, but they fall behind Miro. This indicates a strong presence in AI-generated recommendations for Miro within this software category.
The rankings reflect the sources from which AI engines most often derive their answers, such as Google, YouTube, and Kuse.ai. These engines heavily reference aggregator and review platforms like Gartner and G2, suggesting these sites' influential role in shaping AEO for the mentioned brands.
For buyers, this means that when choosing a Visual collaboration software, they should note which brands are supported by credible and recent external reviews and validations. AI engines prioritize platforms with third-party validation and topical authority, making these factors vital in evaluating potential software solutions.
At a glance
What we observed in this category
Miro holds the top position in this category with a visibility score of 62.5%, more than 12 percentage points ahead of FigJam at 50.0% and over 25 points ahead of Mural and Lucidspark at 37.5% each. That gap matters for AEO because the category average visibility sits at just 9.4%, meaning the top four brands are capturing nearly all the named presence in AI-generated answers. However, Miro's own position is weakening, having fallen from 75.0% to 62.5% visibility with a simultaneous citation drop of 12.5 percentage points.
A striking divergence between visibility and citation runs through this category. Miro appears in answers frequently but carries a 0.0% citation rate, meaning Google AI Mode names it without linking to it. FigJam, Mural, Lucidspark, Canva Whiteboards, Microsoft Whiteboard, and Klaxoon all share an identical citation rate of 12.5%, regardless of how far apart their visibility scores are. This suggests that being cited as a source is largely decoupled from being mentioned as a brand recommendation in this category.
Google AI Mode is the dominant engine across every brand in this dataset, with no other engine recorded as a top performer for any brand. The cited sources anchoring AI answers include google.com, youtube.com, Gartner, and G2, alongside less prominent outlets such as kuse.ai, au.pcmag.com, larksuite.com, and checkthat.ai. The presence of review aggregators and analyst platforms like Gartner and G2 suggests that structured comparison and review content is the primary input shaping AI answer generation in this category.
Movers & shakers since last refresh
Biggest visibility fallers
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Miro 75% → 62% · rank #1 → #1-12pp
The AEO ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
miro.com
|
62% | 0% | Google AI Mode |
Miro leads with 62.5% visibility, well above the 9.4% category average, but its 0.0% citation rate and a 12.5-point visibility decline signal a weakening AEO position. |
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| 2 |
figma.com
|
50% | 12% | Google AI Mode |
FigJam sits at 50.0% visibility and 12.5% citation rate, making it the only top-two brand to achieve both strong named presence and source-level citation in AI answers. |
||||
| 3 |
mural.co
|
38% | 12% | Google AI Mode |
Mural matches Lucidspark exactly at 37.5% visibility and 12.5% citation, placing it joint third with no differentiating AEO signal between the two brands in this data. |
||||
| 4 |
lucid.co
|
38% | 12% | Google AI Mode |
Lucidspark mirrors Mural with identical visibility (37.5%) and citation (12.5%) scores, suggesting Google AI Mode treats both brands as interchangeable in this category's answer landscape. |
||||
| 5 |
canva.com
|
0% | 12% | Google AI Mode |
Canva Whiteboards records 0.0% visibility yet a 12.5% citation rate, the same as FigJam and Mural, indicating it is referenced as a source without being surfaced as a named recommendation. |
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| 6 |
microsoft.com
|
0% | 12% | Google AI Mode |
| 7 |
klaxoon.com
|
0% | 12% | Google AI Mode |
| 8 |
diagrams.net
|
0% | 0% | Google AI Mode |
| 9 |
milanote.com
|
0% | 0% | Google AI Mode |
| 10 |
creately.com
|
0% | 0% | Google AI Mode |
| 11 |
whimsical.com
|
0% | 0% | Google AI Mode |
| 12 |
invisionapp.com
|
0% | 0% | Google AI Mode |
| 13 |
ziteboard.com
|
0% | 0% | Google AI Mode |
| 14 |
stormboard.com
|
0% | 0% | Google AI Mode |
| 15 |
conceptboard.com
|
0% | 0% | Google AI Mode |
| 16 |
excalidraw.com
|
0% | 0% | Google AI Mode |
| 17 |
tldraw.com
|
0% | 0% | Google AI Mode |
| 18 |
collaboard.app
|
0% | 0% | Google AI Mode |
| 19 |
sketchboard.me
|
0% | 0% | Google AI Mode |
| 20 |
boardmix.com
|
0% | 0% | Google AI Mode |
Sources AI engines trust in this category
Across the 8 buyer-intent queries we ran on visual collaboration 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 AEO 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 →
AEO 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 90 days and refresh this page automatically. How AI search ranking works →
Run an AEO audit on your own visual collaboration software brand
The brands above were curated from public market-leader lists. Want the same answer engine optimisation 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 AEO for visual collaboration software
Who leads AEO in Visual collaboration software?
Miro leads with a 62.5% visibility score and a composite score of 43.8, placing it well above the category average of 9.4% visibility. However, its citation rate is 0.0%, and visibility has declined 12.5 points since the previous period.
What sources does Google AI Mode cite most for Visual collaboration software?
The most frequently cited sources in this category are google.com, youtube.com, Gartner, and G2, alongside smaller outlets including kuse.ai and au.pcmag.com. The presence of Gartner and G2 suggests review and analyst content carries significant weight in shaping AI answers here.
Which Visual collaboration software brands are cited by AI but not named in answers?
Canva Whiteboards, Microsoft Whiteboard, and Klaxoon each have a 12.5% citation rate but 0.0% visibility, meaning Google AI Mode references their domains without naming them as recommended tools.
How large is the AEO gap between the top brand and the category average?
Miro's visibility of 62.5% is more than six times the category average of 9.4%, indicating a highly concentrated AEO landscape where a small number of brands absorb almost all AI answer presence.
Is high visibility the same as high citation in this category?
No. Miro has the highest visibility at 62.5% but a 0.0% citation rate, while brands like Canva Whiteboards have 0.0% visibility but 12.5% citation, showing that named mentions and source citations operate independently in this category.
Which engine matters most for AEO in Visual collaboration software?
Google AI Mode is the top-performing engine for every brand in this dataset, with no other engine recorded as a primary driver of visibility or citation for any brand in the category.