Index › GTM › Products › Astro · November 2026 Edition
App store optimization tools · Ranked

Astro

Astro is an app store optimization tool for keyword research and rank tracking on iOS apps · astro.build ↗

#11Best rank (small business)
10/14Models named it
1First choices
10Warnings
November 2026 Edition · all company sizes counted.
Ranked inApp store optimization tools #11 small business
What AI models recommend

Read the same way at every company size.

The standing depends on who is buying. Every model is asked the same questions for each company size.

Why models recommend it

“iOS-only indie pick and the cheapest serious option if you only ship on iOS”Muse Glimmer 30B · Budget-constrained question · alternative
“Best for iOS-Focused Teams: Astro”Gemini 3.5 Flash · Budget-constrained question · alternative

What gives them pause

“Overhyped keyword trackers with vague metrics (e.g., Astro and many smaller ASO-specific tools)... can waste budget on ineffective optimizations.”Grok 4.20 · Negative question · warning
“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 question · warning
“Some tools (like the one called "Astro" mentioned in Reddit discussions) present opaque scores that don't clearly explain what they measure”DeepSeek V4 Flash · Negative question · warning
“more reliable than relying on tools like Astro, where a popularity score of 50 doesn't clearly convey what it actually signifies”Muse Glimmer 30B · Negative question · warning

Also on the shortlist

The products named in the same answers as Astro, over the 24 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Astro came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 24 of the 24 answers that named Astro and are not a share of its labels.

Domains cited

appfollow.io15
reddit.com12
asomobile.net10
g2.com10
theapplaunchpad.com10
trysonar.app9
apptweak.com7
superapp.dev7
appdrift.co6
blog.playio.co6

Ninety-two of the ninety-two domain citations in answers naming Astro came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Astro across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500101
GPT-5.4 mini00000
Gemini 3.5 Flash01102
Perplexity Sonar00000
Grok 4.2000011
Mistral Small00000
DeepSeek V4 Flash00112
Llama 4 Maverick00011
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B01012

What it publishes

Addresses on astro.build
396
subdomains included
Content
223
counted in the table below
Documentation
0
Product · Integration
25 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog19662026-09-03
News or press19undated
Case study712026-09-08
Glossary or explainer1undated

Most recent

How it is countedHide how it is counted

Every page astro.build exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. Read September 29, 2026.