Zero of fourteen models named MobileAction first on the direct prompt; zero named Appfigures. MobileAction was named by thirteen of the fourteen models and Appfigures by thirteen and MobileAction carries 34 labels and Appfigures 35, 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 November 2026 Edition, MobileAction and Appfigures were named in the same answer fifty-one times, of the 107 answers naming MobileAction and the 98 naming Appfigures. In those answers Appfigures took the first choice five times and MobileAction five.
| 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. Six of seven in this category shown.
“Avoid premium tools like AppTweak (~$79+/month), Sensor Tower, or MobileAction unless scaling up” Grok 4.20 · budget prompt · hard negative
“almost all major ASO tools (e.g., AppTweak, MobileAction, Sensor Tower, AppFigures, Astro) offer proprietary metrics... these metrics are not transparent.” Llama 4 Maverick · negative prompt · soft negative
“MobileAction (from $12.50/mo), but these tend to be more suitable for smaller teams or indie developers” GLM 4.7 FlashX · direct prompt · soft negative
“I'd recommend AppTweak or MobileAction as the top choices for a mid-sized B2B company” Claude Haiku 4.5 · paraphrase prompt · first choice
“If your budget is limited, MobileAction Lite is probably the best value starting point.” GPT-5.4 mini · budget prompt · first choice
“Best low-cost paid pick: MobileAction Lite. It's $15/month” GPT-6 Luna · budget prompt · first choice
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 not transparent.” Llama 4 Maverick · negative prompt · soft negative
“More budget-friendly option that covers basics well, though may lack some advanced features needed for competitive B2B markets.” MiniMax M2.5 · direct prompt · soft negative
“Others like Appfigures or Asolytics are more budget-oriented but miss advanced features.” Grok 4.20 · direct prompt · soft negative
“Verdict: Start with AppFigures. Their $9.99 entry point allows you to monitor your real-time performance accurately” Qwen 3.7 Flash · budget prompt · first choice
“upgrading to Appfigures ($44.99/month) when you're ready for active keyword tracking” MiniMax M2.5 · budget prompt · first choice
“AppTweak or AppFigures would be the best starting points.” MiniMax M2.5 · paraphrase 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.