Zero of fourteen models named Meta Ads first on the direct prompt; zero named Adzooma. Meta Ads was named by fourteen of the fourteen models and Adzooma by eleven and Meta Ads carries 32 labels and Adzooma 20, so the shares are not directly comparable.
By Meta Platforms, Menlo Park, United States, founded 2004. Named in six 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, Meta Ads and Adzooma were named in the same answer twenty-nine times, of the 230 answers naming Meta Ads and the 68 naming Adzooma. In those answers Adzooma took the first choice seven times and Meta Ads eleven.
| 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. One of one in this category shown.
“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.