Fourteen 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 thirteen and AppTweak carries 63 labels and MobileAction 34, 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, AppTweak and MobileAction were named in the same answer eighty-four times, of the 225 answers naming AppTweak and the 107 naming MobileAction. In those answers MobileAction took the first choice five times and AppTweak thirty-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 4.20 | ||||||
| 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 eight 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
“Avoid enterprise-tier tools like Sensor Tower, AppTweak ($79+/mo)” DeepSeek V4 Flash · budget prompt · hard negative
“AppTweak: 9% of the labels were negative, with some models mentioning that "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
“AppTweak, Sensor Tower, or Mobile Action: These are frequently recommended in 2023–2024 reviews for keyword research and performance tracking” Grok 4.20 · negative prompt · first choice
“Choose AppTweak if you want the best overall "all-in-one" tool... It is the most popular recommendation for professional app managers today.” Qwen 3.7 Flash · comparative prompt · first choice
“Frequently listed as the keyword-focused leader for improving rankings... AppTweak is the classic keyword research & search rankings tool” Muse Glimmer 30B · comparative 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.
“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
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.