Small business▲+1Since September 2026: 24% → 25%, +1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.
25%from 24% in September 2026
Inside the floor by 10 pointsRank 2 of 59, unchanged
5 categories · RankedCanto
154Judge labels
38First choices
26Negative labels
14 / 14Models named it
5Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10-05.2, every buyer segment counted.
Best standing
45% in DAM for mid-market buyers
Rank 1 of 70 in the mid-market standingendorsed leader
11 of 14 models made it the first choice on the direct prompt; 4% of its 52 labels there were negative.
What the models named instead of Canto →By buyer segmentStrongest at mid-market.
Small business2 of 67
25%57 labels
accepted challenger
Mid-market1 of 70
45%52 labels
endorsed leader
Enterprise9 of 56
2%31 labels
criticized challenger
In dam · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading
Standing by category
Every category where a model named Canto for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Digital asset management | Marketing | 45% | 1 of 70 | 4% | 52 | endorsed leader | ▲+12Since September 2026: 34% → 46%, +12 points. Past the 11-point floor: movement. Read over the models both editions asked. |
| Creative automation platforms | Marketing | 2% | 18 of 109 | 0% | 1 | under 10 labels · led by Bannerflow at 19% | |
| Content marketing platforms | Marketing | 0% | 90 of 135 | 0% | 1 | under 10 labels · led by HubSpot Content Hub at 33% | newNew since September 2026: not ranked then, 0% now. |
| Marketing resource management | Marketing | 0% | 90 of 110 | 100% | 1 | under 10 labels · led by Wrike for Marketing at 24% | |
| Product information management | Revenue operations | 0% | 40 of 68 | 0% | 1 | under 10 labels · led by Plytix at 34% |
Movement
Since September 2026, Canto moved past the floor in one of five categories: DAM, +12 points to 46%. It held within the floor in the other four.
Best category · DAM · by segment
Mid-market▲+12Since September 2026: 34% → 46%, +12 points. Past the 11-point floor: movement. Read over the models both editions asked.
46%from 34% in September 2026
Cleared the floor by 1 pointRank 1 of 63, unchanged
Enterprise▼−4Since September 2026: 6% → 3%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
3%from 6% in September 2026
Inside the floor by 7 pointsRank 5 → 7 of 52
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| DAM | 34% | 46% | ▲+12Since September 2026: 34% → 46%, +12 points. Past the 11-point floor: movement. Read over the models both editions asked. | Moved past the floor | Rank 1 of 70, unchanged |
| Creative automation | 0% | 2% | newNew since September 2026: not ranked then, 2% now. | New this edition | Rank 18 of 109, unchanged |
| Content marketing | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 90 of 135, unchanged |
| Marketing resource mgt | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 90 of 110, unchanged |
| PIM | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 40 of 68, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated Canto across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated Canto across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 1 | 0 | 1 | 4 |
| GPT-5.4 mini | 1 | 2 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 3 | 1 | 1 | 0 | 5 |
| Perplexity Sonar | 0 | 2 | 1 | 0 | 3 |
| Grok 4.20 | 2 | 2 | 0 | 1 | 5 |
| Mistral Small | 2 | 0 | 2 | 0 | 4 |
| DeepSeek V4 Flash | 1 | 2 | 1 | 0 | 4 |
| Llama 4 Maverick | 1 | 0 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 2 | 1 | 1 | 1 | 5 |
| Kimi K2 | 3 | 1 | 2 | 0 | 6 |
| GLM 4.7 FlashX | 2 | 1 | 1 | 0 | 4 |
| MiniMax M2.5 | 3 | 2 | 1 | 0 | 6 |
| GPT-6 Luna | 2 | 0 | 1 | 0 | 3 |
| Muse Glimmer 30B | 1 | 1 | 0 | 0 | 2 |
By framing
Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct33 labels16
Paraphrase28 labels18
Comparative36 labels5not counted in share
Budget-constrained18 labels2
Scale-constrained21 labels2
Negative18 labelsNone
First choiceAlternativeMentionNegative154 labels in all, every segment counted; 38 of the 43 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Bynder and Canto are the top DAM platform recommendations due to their balance of features, ease of use, and scalability” Mistral Small · DAM · paraphrase prompt · first choice
“### 1. Canto - Best for: Mid-market teams wanting AI-forward capabilities without enterprise complexity” MiniMax M2.5 · DAM · paraphrase prompt · first choice
“The best digital asset management system for a mid-market B2B company is Canto, as it is user-friendly” Llama 4 Maverick · DAM · direct prompt · first choice
“I'd recommend starting with Canto because: It's built specifically for the mid-market sweet spot” Kimi K2 · DAM · paraphrase prompt · first choice
And against it
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Avoid pricier ones like Canto or Bynder unless scaling up.” Grok 4.20 · DAM · budget prompt · hard negative
“Search and navigation challenges exist... features are very limited in scope to digital asset management only” Claude Haiku 4.5 · Marketing resource mgt · negative prompt · soft negative
“Users often report a "clunky" interface where finding visual content via search is inefficient” Qwen 3.7 Flash · DAM · negative prompt · soft negative
Named alongside
The products named in the same answers as Canto, over the 154 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Canto was named but was not.ShowHide
Named alongside
The products named in the same answers as Canto, over the 154 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Canto was named but was not.
ShowHideProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.
What carried it into the answer
The sites and pages cited by the answers that named Canto. A fact about retrieval, not a lever on the model.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 145 of the 154 answers that named Canto and are not a share of its labels.
Domains cited
canto.comYour site94
zapier.com68
templafy.com66
g2.com58
air.inc48
cloudinary.com48
thedigitalprojectmanager.com45
frontify.com42
vntana.com40
learn.g2.com37
452 of the 546 domain citations in answers naming Canto came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
Where Canto stands in Google search beside where it stands in the models' answers.ShowHide
Search and answers
Where Canto stands in Google search beside where it stands in the models' answers.
ShowHideIn search
Google, US estimatesPosition for “digital asset management system”
–
not in the top ten
Position for “best digital asset management system”
–
not in the top ten
- Searches for its name, Google
- 22,200 a month (“canto”)
- AI search demand for its name, est.
- 11,609 a month
- Organic visits to its site
- about 81,784 a month
- Searches its site ranks for
- 8,312 · 373 in the top three
- Sites linking to it
- 7,556
- Paid Google search
- 1 searches its ads show for, about 1 clicks and $0 a month (estimate)
In answers
This editionShare of first choices
45%
rank 1 of 70 in DAM
First choices
38
across its categories
- Named in
- 154 answers
- Its own site cited
- in 145 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on canto.com
1,848
subdomains included
Content
1,035
counted in the table below
Documentation
0
Product · Integration
17 · 48
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 671 | 14 | 2026-09-16 | DAM | |
| Case study | 106 | 0 | 2026-06-04 | ||
| Report or ebook | 66 | 1 | 2026-08-19 | DAM | |
| Webinar or virtual event | 65 | 2 | 2026-07-23 | DAM | |
| Glossary or explainer | 45 | 4 | 2026-09-11 | DAM | |
| Comparison | 40 | 2 | 2026-09-21 | DAM | |
| News or press | 28 | 1 | 2026-09-17 | DAM | |
| Conference or event | 7 | 0 | 2025-06-12 | DAM | |
| Podcast or video | 7 | 0 | 2021-01-11 |
Most recent
- 2026-09-21Bynder alternatives comparison
- 2026-09-17Canto advances ai powered digital asset management with new capabilities news or press
- 2026-09-16Agentic digital asset management blog
- 2026-09-15Content automation blog
- 2026-09-11Image watermarking glossary or explainer
- 2026-09-03Brand positioning guide blog
How it is countedHide how it is counted
Every page canto.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
Names read as Canto
What the judge wrote, as written, with how often. The vendor table decides that these count as Canto; a claim can dispute any of them.
Canto (formerly Image Relay) 1
Follow Canto
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
Canto is its own company.ShowHide
The company
Canto is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- The leader in digital asset management solutions
- For
- organizations worldwide
- Free plan or trial
- Free trial canto.com
- Certifications
- ISO certifiedANAB accreditedUKAS certifiedSOC 2ISO/IEC 27001:2022TX-RAMPHIPAAGDPR
- Hosting
- GlobalUSIreland
- Customers named
- Marini SkinSolutionsThe SetdoTERRAKnogBeapharGot LightSanta Barbara ZooMegafood
- Not stated on the pages read
- Price, starting price, integrations
What Canto's own pages state, read September 28, 2026: canto.com, canto.com/pricing, trust.canto.com, canto.com/product, canto.com/customers. A claimed page can correct any of them.
Is this your product?
Claim this page
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Canto's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Canto, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for Canto by email, built from the raw record of the edition. It shows:
- where Canto is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name Canto, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.
Badges
Wins only: a badge exists where Canto is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.ShowHide
Badges
Wins only: a badge exists where Canto is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.
ShowHideAI models recommend Canto first in Digital asset management this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Wide · 320 × 104 Website, beside other badges
Square · 240 × 240 LinkedIn, slides
Compact · 200 × 56 Email signature, footer
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.