| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Creative automation platforms | Marketing | 6% | 5 of 109 | 28% | 40 | criticized challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 0 | 1 | 2 |
| GPT-5.4 mini | 2 | 1 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 1 | 0 | 0 | 3 | 4 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 1 | 1 | 3 | 0 | 5 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 0 | 1 | 4 | 6 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 1 | 2 | 1 | 2 | 6 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-6 Luna | 0 | 2 | 0 | 1 | 3 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |
Verbatim evidence the judge attached to positive labels.
“Bannerflow and Celtra lead in comparisons for high-volume production, AI personalization, and integrations relevant to B2B channels” Grok 4.20 · Creative automation · direct prompt · first choice
“Celtra is best for global brands automating enterprise-grade DCO and creative production across a wide range of media platforms” Claude Haiku 4.5 · Creative automation · comparative prompt · first choice
“I'd generally recommend Celtra if your priority is ad creative production plus workflow management at scale” GPT-5.4 mini · Creative automation · paraphrase prompt · first choice
“Celtra — enterprise creative automation and serving (large-scale, 100+ media platforms)” DeepSeek V4 Flash · Creative automation · scale prompt · first choice
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.
“you should immediately bypass heavy enterprise creative automation platforms like Celtra, Storyteq, Smartly, or Rocketium” Gemini 3.5 Flash · Creative automation · budget prompt · hard negative
“Avoid enterprise platforms like Celtra, Flashtalking, or Smartly.io until you have recurring ad spend of $20K+/month” DeepSeek V4 Flash · Creative automation · budget prompt · hard negative
“Avoid: Enterprise platforms like Celtra, Smartly.io, or Storyteq” Kimi K2 · Creative automation · budget prompt · hard negative
“Verdict: Avoid if you are a lean team.” Gemini 3.5 Flash · Creative automation · negative prompt · hard negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 128 of the 130 answers that named Celtra and are not a share of its labels.
452 of the 495 domain citations in answers naming Celtra came from somebody else's page.
Pages are listed as the models cited them.
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.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 140 | 9 | 2026-09-17 | ||
| Case study | 11 | 0 | 2024-10-11 | ||
| Comparison | 4 | 0 | 2026-02-24 | ||
| Glossary or explainer | 4 | 1 | 2026-09-16 | ||
| Webinar or virtual event | 2 | undated | |||
| Conference or event | 2 | undated | |||
| Report or ebook | 1 | 0 | 2026-06-15 | ||
| Template or tool | 1 | 0 | 2026-06-11 | ||
| Podcast or video | 1 | undated | |||
| News or press | 1 | undated |
Every page celtra.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.
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.
What Celtra's own pages state, read October 5, 2026: celtra.com, celtra.com/pricing, trust.celtra.com, celtra.com/solution/dpa. A claimed page can correct any of them.
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 Celtra'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 Celtra, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for Celtra by email, built from the raw record of the edition. It shows: