| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Creative automation platforms | Marketing | 2% | 15 of 109 | 0% | 3 | under 10 labels · led by Bannerflow at 19% | |
| Video advertising | Marketing | 0% | 34 of 114 | 0% | 2 | under 10 labels · led by StackAdapt at 32% | newNew since September 2026: not ranked then, 0% now. |
| Search and social advertising platforms | Marketing | 0% | 67 of 113 | 0% | 1 | under 10 labels · led by Google Ads at 13% | newNew since September 2026: not ranked then, 0% now. |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 1 | 0 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“1. AdStellar - a full-stack AI ad platform that generates creatives, builds and launches Meta campaigns, and surfaces top performers automatically.” Llama 4 Maverick · Creative automation · paraphrase prompt · first choice
“Good budget alternatives for very simple creative needs, but less robust for B2B multi-channel complexity.” DeepSeek V4 Flash · Creative automation · direct prompt · alternative
“AdStellar (if budget-conscious) - Full-stack AI platform” MiniMax M2.5 · Creative automation · paraphrase prompt · alternative
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.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 14 of the 14 answers that named AdStellar and are not a share of its labels.
Thirty-seven of the fifty-one domain citations in answers naming AdStellar came from somebody else's page.
Pages are listed as the models cited them.
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 2,933 | 97 | 2026-09-30 | AI marketing agents, Marketing automation | |
| Report or ebook | 1,679 | 96 | 2026-10-01 | Creative automation | |
| Glossary or explainer | 96 | 44 | 2026-09-07 | ||
| Comparison | 95 | 27 | 2026-10-01 | ||
| Template or tool | 8 | 2 | 2026-07-30 |
Every page adstellar.ai 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. Read October 5, 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 AdStellar's own pages state, read October 5, 2026: adstellar.ai, adstellar.ai, adstellar.ai/pricing, adstellar.ai/features/agent. 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 AdStellar'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 AdStellar, 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 AdStellar by email, built from the raw record of the edition. It shows: