Eleven of fourteen models named AppTweak first on the direct prompt; zero named MobileAction. AppTweak was named by fourteen of the fourteen models and MobileAction by twelve and AppTweak carries 57 labels and MobileAction 32, so the shares are not directly comparable.
Named in two categories this edition.
Named in two categories 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.
Across every category in the October 2026 Edition, AppTweak and MobileAction were named in the same answer seventy-two times, of the 193 answers naming AppTweak and the 95 naming MobileAction. In those answers MobileAction took the first choice four times and AppTweak twenty-seven.
| 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.
“high-tier Sensor Tower or MobileAction are incredible resources for massive marketing teams. However, they often lock their most useful keyword tools behind expensive enterprise-level subscriptions” Gemini 3.5 Flash · negative prompt · soft negative
“More agency-oriented; strong ASA automation but less B2B-specific brand/competitor intelligence.” DeepSeek V4 Flash · paraphrase prompt · soft negative
“This is a great starting point for small teams or startups that need basic ASO insights without a financial commitment.” Mistral Small · budget prompt · first choice
“I'd start with MobileAction Pro for a mid-sized B2B company focused on app-store rankings.” GPT-6 Luna · paraphrase prompt · first choice
“shortlist AppTweak or MobileAction for hands-on ASO” GPT-6 Luna · comparative 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.