Embedded analytics · Named, not rankedAstrato
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. Astrato has 3.
Why models recommend it
“Astrato – Fully customizable, white-label friendly.”Qwen 3.7 Flash · Negative question · first choice
“consider platforms purpose-built for embedding, such as Luzmo, Embeddable, or Astrato”Mistral Small · Negative question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Astrato, over the 5 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 5 | 0 | View → | |
| 5 | 0 | View → | |
| 4 | 2 | View → | |
| 4 | 0 | View → | |
| 3 | 0 | View → | |
| 3 | 0 | View → | |
| 2 | 0 | View → | |
| 2 | 0 | View → | |
| 2 | 0 | View → | |
| 2 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Astrato's own site, not checked by Gane.
- For
- data team
- Price stated
- Flexible pricing (per-user, usage, or hybrid). No hidden fees.
- Free plan or trial
- Start trial
- Integrations
- 8 · 4 (its own pages disagree)
- Certifications
- HIPAA, SOC 2 Type II, ISO 27001, GDPR
- Customers named
- PeerMusic, Impensa, Northeast Georgia Health System, IAG Loyalty (Avios), PetScreening, BookNook, Doctena, NGHS
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
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 5 of the 5 answers that named Astrato and are not a share of its labels.
Domains cited
Fourteen of the twenty-two domain citations in answers naming Astrato came from a third party's page. Three were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| 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 | 0 | 0 | 1 | 0 | 1 |
What it publishes
| Kind | Pages | Last 90 days | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 115 | undated | Embedded analytics | ||
| Comparison | 30 | 1 | 2026-08-13 | ||
| Case study | 16 | 4 | 2026-09-23 | Embedded analytics | |
| Glossary or explainer | 9 | 0 | 2026-06-30 | ||
| Conference or event | 2 | 0 | 2026-06-26 | ||
| Template or tool | 1 | undated |
Most recent
- 2026-09-23When dashboards arent enough how ceres pharma built data appsthat enabled self service case study
- 2026-08-31Reinventing bi how iag loyalty modernized analytics with self service data apps case study
- 2026-08-1316085778 parameters vs variables comparison
- 2026-08-03Natura bisse cuts time to insight from one week to seconds with astrato and bigquery case study
- 2026-07-08How isdin unlocked self service bi for 1 800 employees after modernizing their data stack case study
- 2026-06-3010189520 actions embed external communication glossary or explainer
How it is countedHide how it is counted
Every page astrato.io 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. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read October 5, 2026.