One of fourteen models named Google Ads first on the direct prompt; zero named Adzooma. Google Ads was named by fourteen of the fourteen models and Adzooma by eleven and Google Ads carries 46 labels and Adzooma 20, so the shares are not directly comparable.
By Google, Mountain View, California, United States, founded 1998. Named in fourteen categories this edition.
Named in one category this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the search and social advertising platforms page.
Across every category in the November 2026 Edition, Google Ads and Adzooma were named in the same answer forty-four times, of the 229 answers naming Google Ads and the 68 naming Adzooma. In those answers Adzooma took the first choice thirteen times and Google Ads sixteen.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Most reviewers indicate account and payment issues include frequent suspensions, unauthorized charges, difficult refunds, and limited customer assistance” Claude Haiku 4.5 · negative prompt · soft negative
“Use Google Ads and Meta Ads Manager directly... These native tools optimize campaigns, bidding, and placements automatically without charging management fees.” Gemini 3.5 Flash · budget prompt · first choice
“Google Ads and Meta Ads Manager top the list of best paid ads management platforms for small business, since neither charges a software fee” Claude Haiku 4.5 · budget prompt · first choice
“Meta Ads Manager and Google Ads are the most accessible for beginners, with the lowest barrier to entry and scalable budgeting.” MiniMax M2.5 · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“TrustPilot rating: 3.1/5 — with specific "SCAM" accusations” Kimi K2 · negative prompt · hard negative
“Adzooma stands out as the best overall paid search and social ads management platform for a company with a limited budget.” Grok 4.20 · budget prompt · first choice
“Practical pick: start with Adzooma for a unified Google/Microsoft/Meta view and quick wins on budget and performance” Muse Glimmer 30B · paraphrase prompt · first choice
“If you have $0 for software: Use Adzooma's free tier for cross-platform monitoring” Kimi K2 · budget prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.