| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Programmatic and display advertising | Marketing | 0% | 9 of 96 | 21% | 28 | accepted challenger |
| Video advertising | Marketing | 0% | 52 of 121 | 38% | 8 | under 10 labels · led by StackAdapt at 24% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 2 | 4 |
| Perplexity Sonar | 1 | 1 | 0 | 0 | 2 |
| Grok 4.1 Fast | 1 | 1 | 1 | 3 | 6 |
| Mistral Small | 0 | 0 | 2 | 0 | 2 |
| DeepSeek V4 Flash | 1 | 2 | 0 | 2 | 5 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 3 | 0 | 0 | 3 |
| Kimi K2 | 1 | 2 | 0 | 0 | 3 |
| GLM 4.7 FlashX | 1 | 2 | 0 | 1 | 4 |
| MiniMax M2.5 | 0 | 3 | 0 | 1 | 4 |
Verbatim evidence the judge attached to positive labels.
“The Trade Desk and DV360 are the main choices when you want broad reach across many publishers and premium CTV.” Perplexity Sonar · Programmatic · comparative prompt · first choice
“DV360 (41%) ... Exclusive YouTube/GDN access; GA4 integration; strong CTV/video; unified attribution” Grok 4.1 Fast · Programmatic · comparative prompt · first choice
“Biggest inventory access of any DSP — display, video, YouTube, CTV, audio, native, and DOOH” DeepSeek V4 Flash · Programmatic · comparative prompt · first choice
“Best for: Google and YouTube-centered enterprises” GLM 4.7 FlashX · Programmatic · comparative 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.
“Walled gardens (e.g., Google, Meta) that trade transparency for closed-loop reach—you can't independently validate their inventory” MiniMax M2.5 · Programmatic · negative prompt · soft negative
“Enterprise options like The Trade Desk or Google DV360 often require $20K-$50K+ monthly minimums, which can be prohibitive.” Grok 4.1 Fast · Video ads · paraphrase prompt · soft negative
“Caution: Use with strong pre-bid filters and third-party verification; don't rely solely on DSP-native controls” GLM 4.7 FlashX · Programmatic · negative prompt · soft negative
“Requires roughly $35K–$50K/month to function efficiently — prohibitive for most mid-sized B2B companies” DeepSeek V4 Flash · Programmatic · paraphrase prompt · soft negative
Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 20 of the 137 answers that named Google Display & Video 360 and are not a share of its labels.
Forty-five of the fifty-five domain citations in answers naming Google Display & Video 360 came from somebody else's page.
Pages are listed as the models cited them.
From Wikidata, fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata
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 Google Display & Video 360'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 Google Display & Video 360, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at google.com is approved on the spot, any other address is reviewed by hand.
Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.