Two of twelve models named Optmyzr first on the direct prompt; zero named Adzooma. Optmyzr was named by eleven of the twelve models and Adzooma by eight and Optmyzr carries 35 labels and Adzooma 12, so the shares are not directly comparable.
Named in one category 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 twelve 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 September 2026 Edition, Optmyzr and Adzooma were named in the same answer twenty-six times, of the 91 answers naming Optmyzr and the 33 naming Adzooma. In those answers Adzooma took the first choice six times and Optmyzr three.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 |
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. Five of six in this category shown.
“it is less budget-friendly at about $209/month starting price, so it is usually not the best fit for a limited budget” Perplexity Sonar · budget prompt · soft negative
“Excellent for search, but avoid if your primary focus is social media advertising” GLM 4.7 FlashX · negative prompt · soft negative
“Optmyzr | Deep search optimization, self-serve, fast time-to-value | ~$200-800/month” Kimi K2 · scale prompt · first choice
“For a mid-sized B2B company, Optmyzr is the strongest overall recommendation.” DeepSeek V4 Flash · paraphrase prompt · first choice
“Safer bets: Optmyzr, Opteo, or native tools ... have stronger verified reviews.” Grok 4.1 Fast · negative 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.
“Pricing concerns: Often too expensive relative to its capabilities” GLM 4.7 FlashX · negative prompt · hard negative
“Adzooma (Best Free & Low-Cost Cross-Platform Dashboard)... highly popular because of its generous free tier” Gemini 3.5 Flash · budget prompt · first choice
“I'd recommend Adzooma as the top starting point for PPC and paid social campaign management.” Grok 4.1 Fast · paraphrase prompt · first choice
“Adzooma is the best budget-first option because it has a free-forever tier” Perplexity Sonar · 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.