GTM AI Index

Index › Products › Astro · October 2026 Edition

1 category · Named, not ranked

Astro

17Judge labels

2First choices

4Negative labels

8 / 14Models named it

1Category

October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10-05.2, every buyer segment counted.

Standing

5 labels, too few to rank

A product needs 10 labels in a category before a share or quadrant is stated. Astro was named 5 times in App store optimization, where AppTweak led with 39%. The labels and the evidence are below, counted exactly.

By buyer segmentRead the same way at every buyer size.

Small business14 of 63

under the label threshold

Mid-market12 of 56

under the label threshold

Enterprise37 of 40

under the label threshold

In app store optimization · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Astro for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.

Category	Function	Share	Rank	Negative rate	Labels	Quadrant	Since September 2026
App store optimization tools	Marketing	2%	12 of 56	20%	5	under 10 labels · led by AppTweak at 39%

Movement

This is the first edition on this tier, so no move can be computed for Astro yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated Astro across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	First choice	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	0	0	0	0	0
GPT-5.4 mini	0	0	0	0	0
Gemini 3.5 Flash	0	1	0	0	1
Perplexity Sonar	0	0	0	1	1
Grok 4.1 Fast	0	1	0	0	1
Mistral Small	0	0	0	0	0
DeepSeek V4 Flash	0	0	1	0	1
Llama 4 Maverick	0	0	0	0	0
Qwen 3.7 Flash	0	0	0	0	0
Kimi K2	0	0	0	0	0
GLM 4.7 FlashX	0	0	0	0	0
MiniMax M2.5	0	0	0	0	0
GPT-6 Luna	0	0	0	0	0
Muse Glimmer 30B	1	0	0	0	1

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.

FramingLabels by classFirst choices

Direct3 labels1

Paraphrase2 labelsNone

Comparative3 labels1not counted in share

Budget-constrained3 labels1

Scale-constrained0 labelsNone

Negative6 labelsNone

First choiceAlternativeMentionNegative17 labels in all, every segment counted; 2 of the 3 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“Astro / AstroASO – best ultra-cheap iOS keyword tool.” Muse Glimmer 30B · App store optimization · budget prompt · first choice

“start with lightweight, budget-friendly, or indie-focused rank trackers (such as Astro, ASOMobile, or entry-level tiers of AppTweak/ASOdesk)” Gemini 3.5 Flash · App store optimization · negative prompt · alternative

“(e.g., AppTweak, AppFollow, Astro for low-cost keyword work)” Grok 4.1 Fast · App store optimization · negative prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“for example, Astro is Apple-only, so it is a poor fit if you publish on both the App Store and Google Play” Perplexity Sonar · App store optimization · negative prompt · soft negative

Named alongside

The products named in the same answers as Astro, over the 17 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Astro was named but was not.

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ProductSame answerTook the first choice insteadHead to head

AppTweak13 of 172Not among the top eight

App Radar12 of 173Not among the top eight

Appfigures10 of 174Not among the top eight

Sensor Tower9 of 171Not among the top eight

AppFollow9 of 170Not among the top eight

MobileAction7 of 171Not among the top eight

ASOMobile6 of 171Not among the top eight

ASO World3 of 170Not among the top eight

AppDrift3 of 170Not among the top eight

Applyra3 of 170Not among the top eight

A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Astro. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 17 of the 17 answers that named Astro and are not a share of its labels.

Domains cited

appdrift.co12

appfollow.io10

appradar.com10

g2.com9

refined.so9

webseotrends.com9

asomobile.net8

businessofapps.com6

strataigize.com6

theapplaunchpad.com6

Eighty-five of the eighty-five domain citations in answers naming Astro came from somebody else's page.

Pages cited

appdrift.co/blog/15-best-app-store-optimization-tools11

appfollow.io/blog/aso-tools10

refined.so/blog/best-aso-tool9

webseotrends.com/blog/best-aso-tools9

asomobile.net/en/blog/best-aso-tools-2026-platform-comparison-pricing-and-features8

appradar.com/academy/aso-tools7

businessofapps.com/marketplace/app-store-optimization/aso-tools5

strataigize.com/insights/best-aso-tools5

Pages are listed as the models cited them.

What it publishes

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Addresses on astro.build

396

subdomains included

Content

223

counted in the table below

Documentation

Product · Integration

25 · 0

Kind	Pages	Last 90 days	Latest
Blog	196	6	2026-09-03
News or press	19	undated
Case study	7	1	2026-09-08
Glossary or explainer	1	undated

Most recent

2026-09-08Evil martians case study
2026-09-03Astro 730 blog
2026-09-02Starlight 042 blog
2026-08-31Whats new august 2026 blog
2026-08-06Astro 7.2 | Astro blog
2026-07-31Whats new july 2026 blog

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.

Names read as Astro

What the judge wrote, as written, with how often. The vendor table decides that these count as Astro; a claim can dispute any of them.

Astro / AstroASO 1

Follow Astro

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

The company

Astro.

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On record

Wikidata

Website: astro.build

Fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata · LinkedIn

Is this your product?

Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Astro's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Astro, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for Astro by email, built from the raw record of the edition. It shows:

where Astro is named, by buyer and by framing, and which cells hold its first choices;
the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
its vocabulary against the segment leader's, and the pages the models cited;
who was chosen in the answers that did not name Astro, and every reason the record gives;
a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
one page of published figures cleared to show a buyer.