1 category · RankedBannerflow
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Creative automation platforms | Marketing | 19% | 1 of 109 | 7% | 46 | accepted challenger |
Movement
By model
How each model treated Bannerflow across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-5.4 mini | 2 | 1 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 1 | 1 | 1 | 1 | 4 |
| Grok 4.1 Fast | 1 | 1 | 3 | 0 | 5 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 2 | 2 | 1 | 0 | 5 |
| Llama 4 Maverick | 1 | 0 | 2 | 0 | 3 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 2 | 1 | 1 | 4 |
| GLM 4.7 FlashX | 0 | 2 | 1 | 0 | 3 |
| MiniMax M2.5 | 1 | 2 | 1 | 0 | 4 |
| GPT-6 Luna | 1 | 3 | 0 | 1 | 5 |
| Muse Glimmer 30B | 2 | 0 | 1 | 0 | 3 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Bannerflow: An AI-powered creative automation platform that supports omnichannel digital advertising and is suitable for mid-market to enterprise brands and agencies.” Llama 4 Maverick · Creative automation · direct prompt · first choice
“the best *creative automation platform* is usually Bannerflow if your priority is scaling digital ad creative across multiple channels and markets” Perplexity Sonar · Creative automation · direct prompt · first choice
“My default recommendation: Bannerflow—if your team regularly produces and updates ads across LinkedIn, display, and other paid channels.” GPT-6 Luna · Creative automation · paraphrase prompt · first choice
“Bannerflow and Celtra lead in comparisons for high-volume production, AI personalization, and integrations relevant to B2B channels” Grok 4.1 Fast · Creative automation · direct 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.
“Can be frustrating for teams wanting flexibility and quick onboarding.” Kimi K2 · Creative automation · negative prompt · hard negative
“one source warns ecommerce teams relying on product catalog ads should avoid it because it lacks catalog management, DCO, and native DPA features” Perplexity Sonar · Creative automation · negative prompt · soft negative
“may be worth evaluating at scale, but check the full price, onboarding effort, contract length, and cancellation terms before committing” GPT-6 Luna · Creative automation · negative prompt · soft negative
Named alongside
The products named in the same answers as Bannerflow, over the 115 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Bannerflow was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 112 of the 115 answers that named Bannerflow and are not a share of its labels.
Domains cited
359 of the 454 domain citations in answers naming Bannerflow came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
Where Bannerflow stands in Google search beside where it stands in the models' answers.ShowHide
Search and answers
In search
Google, US estimates- Searches for its name, Google
- 320 a month (“bannerflow”)
- AI search demand for its name, est.
- 2 a month
- Organic visits to its site
- about 5,102 a month
- Searches its site ranks for
- 1,685 · 69 in the top three
- Sites linking to it
- 3,987
- Paid Google search
- 1 searches its ads show for, about 4 clicks and $51 a month (estimate)
In answers
This edition- Named in
- 115 answers
- Its own site cited
- in 112 of the answers that named it
Search figures are US estimates from DataForSEO, read October 5, 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
ShowHide| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 279 | 6 | 2026-09-09 | Creative automation, Video ads | |
| Report or ebook | 21 | undated | Creative automation | ||
| Case study | 17 | 1 | 2026-08-21 | ||
| Webinar or virtual event | 17 | undated | |||
| Glossary or explainer | 8 | 0 | 2025-04-09 | ||
| News or press | 8 | undated | |||
| Comparison | 6 | undated | |||
| Template or tool | 1 | undated |
Most recent
- 2026-09-09The best supermarket ads blog
- 2026-09-07Why supermarket brands use bannerflow blog
- 2026-08-248 things to know about creative automation platforms blog
- 2026-08-24Scaling digital creative production the enterprise playbook blog
- 2026-08-21Go markets case study
- 2026-08-057 creative workflow bottlenecks automation solves blog
How it is countedHide how it is counted
Every page bannerflow.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 October 5, 2026.
Names read as Bannerflow
Follow Bannerflow
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.
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 Bannerflow'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 Bannerflow, 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 Bannerflow by email, built from the raw record of the edition. It shows:
- where Bannerflow 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 Bannerflow, 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 Bannerflow 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
AI models recommend Bannerflow first in Creative automation platforms 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.
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.