| Category | Function | Share | Rank | Negative rate | Labels | Quadrant |
|---|---|---|---|---|---|---|
| Search and social advertising platforms | Marketing | 10% | 1 of 137 | 6% | 31 | accepted challenger |
| Programmatic and display advertising | Marketing | 2% | 8 of 96 | 0% | 6 | under 10 labels · led by StackAdapt at 61% |
| Mobile apps | Marketing | 0% | 27 of 136 | 20% | 5 | under 10 labels · led by Meta Advantage+ App Campaigns at 15% |
| Video advertising | Marketing | 0% | 19 of 121 | 0% | 4 | under 10 labels · led by StackAdapt at 24% |
| Ecommerce marketing | Marketing | 0% | 30 of 154 | 0% | 3 | under 10 labels · led by HubSpot Marketing Hub at 36% |
| Content marketing platforms | Marketing | 0% | 118 of 159 | 100% | 1 | under 10 labels · led by HubSpot Content Hub at 30% |
| Retail, proximity and IoT marketing | Marketing | 0% | 53 of 131 | 0% | 1 | under 10 labels · led by Radar at 19% |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 3 | 0 | 5 |
| GPT-5.4 mini | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 1 | 1 | 2 | 1 | 5 |
| Grok 4.1 Fast | 0 | 3 | 1 | 1 | 5 |
| Mistral Small | 4 | 1 | 0 | 0 | 5 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 0 | 2 |
| Llama 4 Maverick | 1 | 2 | 2 | 1 | 6 |
| Qwen 3.7 Flash | 2 | 3 | 1 | 0 | 6 |
| Kimi K2 | 1 | 0 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 2 | 0 | 1 | 0 | 3 |
| MiniMax M2.5 | 3 | 2 | 2 | 1 | 8 |
Verbatim evidence the judge attached to positive labels.
“the dominant platform for search intent on Google; ... If you want to reach people actively searching: start with Google Ads” GPT-5.4 mini · Paid ads · comparative prompt · first choice
“### 1. Google Ads (Best for Search) ... Industry standard for search advertising, pay-per-click model fits limited budgets well” MiniMax M2.5 · Paid ads · budget prompt · first choice
“For Maximum Performance: Use Google Ads + LinkedIn natively, powered by Acquisio (search) and Metadata.io (social)” Qwen 3.7 Flash · Paid ads · direct prompt · first choice
“Market Share: ~89.73% of search ad spend... Unique Advantage: Dominant position with the most comprehensive ecosystem” GLM 4.7 FlashX · Paid ads · 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.
“Strict walled gardens like Google Ads, Meta, TikTok, and similar platforms can deliver scale, but they also enforce tight compliance rules and may reject ads or accounts” Perplexity Sonar · Mobile apps · negative prompt · soft negative
“Walled gardens like Google and Meta still dominate budgets ... But they're closed systems: you see what they want you to see” Llama 4 Maverick · Paid ads · negative prompt · soft negative
“Transparency concerns: Limited visibility into where ads are actually appearing” MiniMax M2.5 · Paid ads · negative prompt · soft negative
“Ad fraud history ... Scam ads persist despite policies.” Grok 4.1 Fast · Content marketing · negative 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 29 of the 146 answers that named Google Ads and are not a share of its labels.
Sixty of the sixty-six domain citations in answers naming Google Ads 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 Ads'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 Ads, 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.