AI Visibility Rankings · Creative

Creative operations platforms: AI search visibility ranking (2026)

How AI search engines rank creative operations platforms 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. Creative operations platforms used to manage requests, workflows, reviews, assets, approvals, and production planning for in-house and agency teams. Composite score: 70% visibility (% of AI answers naming the brand) + 30% citation rate (% citing the brand's domain). Full methodology →

Refreshed Jul 02, 2026

12%

Avg visibility across category

10%

Avg citation rate

20/20

Brands successfully audited

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When AI engines like ChatGPT, Claude, Perplexity, and Gemini answer questions about creative operations platforms, Air comes up most often by a wide margin, appearing in 62.5% of AI-generated responses and cited as a source in 87.5% of them. Wrike and monday.com round out the top three, but neither approaches Air's level of AI visibility in this specific category.

The rankings reflect where AI engines find their information. The most cited domains include air.inc itself, youtube.com, thedigitalprojectmanager.com, and usewonderful.com, a mix of the vendor's own content and third-party review or editorial sites. When aggregator and review sites dominate citations, it signals that brands with strong third-party coverage and active user reviews tend to rank higher than those relying solely on their own marketing pages.

For a buyer using this list, the practical takeaway is that AI visibility correlates with third-party validation. A brand appearing consistently across independent review sites and editorial roundups has likely earned that coverage through real user adoption, not just ad spend. Check whether the platforms ranked here have recent reviews on sites like G2 or Capterra and editorial coverage in project management or creative industry publications before making a shortlist decision.

At a glance

Category leader Air 62% visibility · named in 5 of 8 AI answers

Most cited brand Air 88% citation rate · the AI's most-trusted source brand in creative operations platforms

Top cited domain air.inc Referenced by AI across the creative operations platforms query set — the highest-leverage PR target in this category

Visibility spread 62pp Gap between top and bottom of the ranking · 11 brands at 0% (invisible to the AI)

What we observed in this categoryauto-generated

Air leads the creative operations platforms category by a significant margin, with a visibility score of 62.5% against a category average of 11.9%. The gap between Air and the second-ranked brand, Wrike at 37.5%, is meaningful, but the distance from Air to the rest of the field is more striking, as brands ranked 3 through 6 all sit at 25.0% visibility. Air's composite score of 70.0 is more than double Wrike's 30.0, indicating a category leader with no close challenger.

The most notable divergence between visibility and citation appears at rank 4 and 5, where Bynder and Frontify both hold 25.0% visibility but record 0.0% citation rates. Wrike shows the reverse pattern in a different way, with 37.5% visibility but only 12.5% citation, suggesting it is named in AI responses but rarely linked as a source. monday.com is the clearest over-performer on citation relative to visibility, with a 37.5% citation rate against 25.0% visibility, outpacing its rank-2 peer Wrike on that metric.

Google AI Mode is the top engine for every brand in the top 10, indicating the AI visibility landscape in this category is currently shaped by a single engine. The cited sources list includes third-party editorial domains such as thedigitalprojectmanager.com and thecmo.com alongside brand-owned domains, suggesting Google AI Mode anchors its responses on a mix of review and editorial content. YouTube also appears in the top cited sources, which is notable for a B2B software category and points to video content as a contributing signal.

Movers & shakers since last refresh

Biggest visibility risers

Air 0% → 62% · rank #0 → #1
+62pp
Wrike 0% → 38% · rank #0 → #2
+38pp
monday.com 0% → 25% · rank #0 → #3
+25pp

The ranking

#	Brand	Visibility	Citation	Top engine
1	Air air.inc	62%	88%	Google AI Mode
Air's visibility of 62.5% is more than five times the category average of 11.9%, and its citation rate of 87.5% is the highest recorded across all ranked brands.
2	Wrike wrike.com	38%	12%	Google AI Mode
Wrike sits at 37.5% visibility but a low 12.5% citation rate, meaning it appears in AI responses far more often than it is cited as a trusted source.
3	monday.com monday.com	25%	38%	Google AI Mode
monday.com's citation rate of 37.5% exceeds its visibility of 25.0%, making it the only brand in the top 5 where citation outpaces named visibility.
4	Bynder bynder.com	25%	0%	Google AI Mode
Bynder matches the rank-3 visibility score of 25.0% but records a 0.0% citation rate, leaving it visible in AI responses without any corroborating source attribution.
5	Frontify frontify.com	25%	0%	Google AI Mode
Frontify shares the same composite score of 17.5 and 0.0% citation rate as both Bynder and Frame.io, indicating no differentiation in AI treatment among ranks 4 to 6.
6	Frame.io frame.io	25%	0%	Google AI Mode
7	Ziflow ziflow.com	12%	25%	Google AI Mode
8	Adobe Workfront adobe.com	12%	12%	Google AI Mode
9	Asana asana.com	12%	0%	Google AI Mode
10	Artwork Flow artworkflowhq.com	0%	25%	Google AI Mode
11	Smartsheet smartsheet.com	0%	0%	Google AI Mode
12	Airtable airtable.com	0%	0%	Google AI Mode
13	Lytho lytho.com	0%	0%	Google AI Mode
14	Filestage filestage.io	0%	0%	Google AI Mode
15	Canto canto.com	0%	0%	Google AI Mode
16	Brandfolder brandfolder.com	0%	0%	Google AI Mode
17	Celtra celtra.com	0%	0%	Google AI Mode
18	Bannerflow bannerflow.com	0%	0%	Google AI Mode
19	Aprimo aprimo.com	0%	0%	Google AI Mode
20	Hightail hightail.com	0%	0%	Google AI Mode

Sources AI engines trust in this category

Across the 8 buyer-intent queries we ran on creative operations platforms, 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.

air.incyoutube.comusewonderful.comthedigitalprojectmanager.commonday.comthecmo.comziflow.comclickup.com

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 creative operations platforms 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.

Audit your creative operations platforms brand → Browse all rankings Methodology →

Frequently asked about creative operations platforms AI visibility

Who leads AI visibility in creative operations platforms?

Air leads with a visibility score of 62.5% and a composite score of 70.0, both well above the category average of 11.9% visibility. No other brand comes close on the composite measure, with second-placed Wrike scoring 30.0.

Which creative operations platform is cited most often by AI?

Air has the highest citation rate at 87.5%, meaning it is referenced as a source in nearly nine out of ten relevant AI responses. monday.com is the next most cited at 37.5%, despite ranking third on visibility.

Are there brands that appear in AI answers but are not cited as sources?

Yes, Bynder, Frontify, and Frame.io all show 25.0% visibility but 0.0% citation rates. Wrike also shows this pattern to a lesser degree, with 37.5% visibility but only 12.5% citation.

What sources does AI cite most for creative operations platform research?

The top cited sources include air.inc, youtube.com, thedigitalprojectmanager.com, and thecmo.com, alongside brand domains like monday.com and ziflow.com. The presence of editorial and video sources indicates AI is not relying solely on vendor content.

Which engine dominates AI visibility for this category?

Google AI Mode is listed as the top engine for every brand in the top 10 without exception, making it the sole engine shaping AI visibility outcomes in this category based on the current audit data.

Is there any brand with a higher citation rate than its visibility score?

monday.com is the clearest example, with a citation rate of 37.5% against a visibility score of 25.0%. Artwork Flow also shows this pattern, recording a 25.0% citation rate despite 0.0% visibility.