Eleven of fourteen models named AppTweak first on the direct prompt; zero named Sonar. AppTweak was named by fourteen of the fourteen models and Sonar by nine and AppTweak carries 57 labels and Sonar 11, so the shares are not directly comparable.
Named in two 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 app store optimization tools page.
| 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 | ||||||
| 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. Six of seven in this category shown.
“Almost all major ASO tools (e.g., AppTweak, MobileAction, Sensor Tower, AppFigures, Astro) offer proprietary metrics... these metrics are entirely educated guesses” Gemini 3.5 Flash · negative prompt · soft negative
“Some like AppTweak or Adjust get flak on G2/Reddit for data inaccuracies, slow loads, high costs, or poor support, but they're not outright scams” Grok 4.1 Fast · negative prompt · soft negative
“Trade-off: More expensive at scale; better suited for companies prioritizing deep intelligence over execution workflows” Kimi K2 · paraphrase prompt · soft negative
“AppTweak is widely considered the most comprehensive platform... Choose AppTweak if you want the "Swiss Army Knife" approach to app growth. It is the best balance of features and usability.” GLM 4.7 FlashX · comparative prompt · first choice
“AppTweak: Widely considered the gold standard for dedicated ASO teams. Highly accurate, offers great ASA integration, and has robust multi-language features.” Gemini 3.5 Flash · scale prompt · first choice
“If you are an agency or full-time ASO manager: Use AppTweak. The accuracy of their semantic search tool and their historical data is critical” Gemini 3.5 Flash · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“solid but start paid and lack fully free equivalents matching AppFollow's breadth” Grok 4.1 Fast · budget prompt · soft negative
“Too lightweight for B2B needs (from $29/mo)” DeepSeek V4 Flash · direct prompt · soft negative
“If you have ~$30/month: Go with Sonar. It offers the cleanest search volume/difficulty data for the price” Gemini 3.5 Flash · budget prompt · first choice
“Best for Indie Developers: Sonar ... Excellent value, covers all core ASO tasks” GLM 4.7 FlashX · budget prompt · alternative
“If you are a solo/indie developer: Start with Sonar or ASOMobile.” Gemini 3.5 Flash · comparative prompt · alternative
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.