Visual collaboration software: AI search visibility ranking (2026)
How AI search engines rank visual collaboration 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. 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 it comes to visual collaboration software, AI engines most frequently recommend Miro, which holds an impressive 75% visibility among users seeking these tools. Miro consistently ranks as the leader in this space, with FigJam and Mural also recognized as top brands. These findings highlight Miro's strong position, with a citation percentage of 12.5, more than its competitors.
The current rankings are highly influenced by the sources AI engines refer to, such as storyflow.so, g2.com, and gartner.com. These sites often provide aggregated reviews and expert analyses that help shape perceptions of the leading brands. Being frequently cited, these sources contribute significantly to how AI engines rank visual collaboration tools.
For buyers evaluating software options on this list, it is crucial to consider the criteria valued by AI engines, such as recent reviews and third-party validation. Focusing on platforms with strong topical authority in specific subcategories can help ensure alignment with current market trends and peer feedback, providing reassurance of making a well-informed decision.
At a glance
What we observed in this category
Miro leads the visual collaboration software category with a visibility score of 75.0%, more than double FigJam's 50.0% and exactly double the 37.5% shared by Mural and Lucidspark. The category average visibility sits at just 10.0%, meaning Miro operates at 7.5 times the average, a gap that signals a near-monopoly on AI-generated brand mentions. This concentration matters because buyers encountering AI-generated summaries are disproportionately exposed to one brand at the consideration stage.
FigJam and Mural both hold a 25.0% citation rate despite FigJam outpacing Mural on visibility by 12.5 percentage points. Klaxoon, Creately, and Boardmix each carry a 25.0% citation rate while registering 0.0% visibility, meaning AI sources reference their domain content without naming them as recommended brands. Miro, the most visible brand, holds only a 12.5% citation rate, the same as Lucidspark, revealing that high visibility in this category does not correlate with being a trusted cited source.
Every brand in the top 10 lists Google AI Mode as its top engine, confirming that Google AI Mode is the sole measurable driver of AI visibility in this category. The top cited sources include review and analyst platforms such as g2.com and gartner.com alongside niche or emergent sites including storyflow.so, kuse.ai, and cpoclub.com. The presence of lesser-known domains alongside Gartner suggests AI is drawing on a fragmented source pool rather than anchoring exclusively on established software review authorities.
Movers & shakers since last refresh
Biggest visibility risers
-
Lucidspark 0% → 38% · rank #5 → #4+38pp
-
Miro 50% → 75% · rank #1 → #1+25pp
-
Mural 12% → 38% · rank #3 → #3+25pp
The ranking
| # | Brand | Visibility | Citation | Top engine |
|---|---|---|---|---|
| 1 |
miro.com
|
75% | 12% | Google AI Mode |
Miro's 75.0% visibility is 65 points above the 10.0% category average, yet its 12.5% citation rate matches only Lucidspark and trails FigJam and Mural by 12.5 points. |
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| 2 |
figma.com
|
50% | 25% | Google AI Mode |
FigJam sits 40 points below Miro on visibility at 50.0% but matches Mural's 25.0% citation rate, the joint highest among brands that also register positive visibility scores. |
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| 3 |
mural.co
|
38% | 25% | Google AI Mode |
Mural's visibility rose 25.0 points from the prior period to reach 37.5%, while its citation rate also climbed 12.5 points, making it the strongest all-round mover in the dataset. |
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| 4 |
lucid.co
|
38% | 12% | Google AI Mode |
Lucidspark moved from 0.0% to 37.5% visibility in one period, the largest absolute riser among all brands, though its 12.5% citation rate is the lowest among the top four. |
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| 5 |
klaxoon.com
|
0% | 25% | Google AI Mode |
Klaxoon records 0.0% visibility despite a 25.0% citation rate, the sharpest named-versus-trusted divergence in the category, suggesting its content is sourced but the brand is not surfaced. |
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| 6 |
creately.com
|
0% | 25% | Google AI Mode |
| 7 |
boardmix.com
|
0% | 25% | Google AI Mode |
| 8 |
canva.com
|
0% | 12% | Google AI Mode |
| 9 |
stormboard.com
|
0% | 0% | Google AI Mode |
| 10 |
conceptboard.com
|
0% | 0% | Google AI Mode |
| 11 |
excalidraw.com
|
0% | 0% | Google AI Mode |
| 12 |
tldraw.com
|
0% | 0% | Google AI Mode |
| 13 |
collaboard.app
|
0% | 0% | Google AI Mode |
| 14 |
sketchboard.me
|
0% | 0% | Google AI Mode |
| 15 |
microsoft.com
|
0% | 0% | Google AI Mode |
| 16 |
whimsical.com
|
0% | 0% | Google AI Mode |
| 17 |
invisionapp.com
|
0% | 0% | Google AI Mode |
| 18 |
ziteboard.com
|
0% | 0% | Google AI Mode |
| 19 |
diagrams.net
|
0% | 0% | Google AI Mode |
| 20 |
milanote.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 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 visual collaboration 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 visual collaboration software AI visibility
Who leads AI visibility in visual collaboration software?
Miro leads with 75.0% visibility, a composite score of 56.2, and a 25-point increase from the prior period, placing it well ahead of the next closest brand, FigJam, at 50.0%.
Which brands are cited by AI but not named as recommended tools?
Klaxoon, Creately, and Boardmix each hold a 25.0% citation rate while recording 0.0% visibility, meaning AI references their content without surfacing them as brands in generated responses.
What sources does AI cite most for visual collaboration software research?
The top cited sources include g2.com and gartner.com for structured reviews, alongside niche domains such as storyflow.so, kuse.ai, and cpoclub.com, indicating a mixed and fragmented source pool.
Does high visibility in this category mean a brand is also frequently cited?
No. Miro has the highest visibility at 75.0% but only a 12.5% citation rate, while FigJam, Mural, Klaxoon, Creately, and Boardmix all achieve higher citation rates of 25.0%.
Which engine drives AI visibility in visual collaboration software?
Google AI Mode is listed as the top engine for every brand in the top 10, making it the only measurable AI visibility channel in this category based on current audit data.
How does the category average compare to the top-ranked brand?
The category average visibility is 10.0%, while Miro sits at 75.0%, meaning the leading brand captures visibility at 7.5 times the average across all 20 tracked brands.