# ThoughtSpot Embedded: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 24 judge labels across 1 category by 11 of 14 models. Page: https://www.gane.ai/index/it/vendors/thoughtspot-embedded

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Embedded analytics](https://www.gane.ai/index/it/it-data/embedded-analytics/index.md) | 0% | 19 | 21% | 24 |

## What the models said for it

- "Best for search-first / AI-native analytics... often appearing near the top in embedded BI-specific evaluations" (GPT-5.4 mini, Embedded analytics)
- "Choose ThoughtSpot if natural-language exploration and AI-driven analytics are central to the product." (Perplexity Sonar, Embedded analytics)
- "sometimes ThoughtSpot or Tableau depending on your architecture and budget" (GPT-5.4 mini, Embedded analytics)
- "For AI-driven search analytics, ThoughtSpot is a strong contender." (GLM 4.7 FlashX, Embedded analytics)

## And against it

- "55% negative sentiment for small businesses, with concerns about suitability for customer-facing dashboards." (Mistral Small, Embedded analytics)
- "enterprise tools like Tableau or ThoughtSpot if budget is your primary constraint" (DeepSeek V4 Flash, Embedded analytics)
- "Avoid high-end tools like ... ThoughtSpot" (Grok 4.20, Embedded analytics)
- "get mixed reviews—strong in specific niches ... but can suffer from over-promising in demos" (Grok 4.20, Embedded analytics)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 1 | 2 |
| GPT-5.4 mini | 1 | 1 | 1 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 1 | 0 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 2 | 2 | 5 |
| Mistral Small | 0 | 1 | 2 | 1 | 4 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 1 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 2 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named ThoughtSpot Embedded, from 60 of the 63 answers that named it (only the models that return a source list).

### Domains cited

- qrvey.com: 24
- embeddable.com: 18
- holistics.io: 18
- omni.co: 18
- research.isg-one.com: 18
- sisense.com: 18
- techtarget.com: 18
- upsolve.ai: 17
- verifiedmarketresearch.com: 16
- boldbi.com: 15

### Pages cited

- https://research.isg-one.com/buyers-guide/analytics_and_data/embedded_analytics/2024: 17
- https://techtarget.com/news/Evaluate-8-of-the-top-embedded-analytics-tools/842843: 17
- https://qrvey.com/blog/best-embedded-analytics-tools: 16
- https://verifiedmarketresearch.com/blog/top-embedded-analytics-tools: 16
- https://omni.co/articles/best-embedded-analytics-tools-2026: 15
- https://cube.dev/articles/best-embedded-analytics-platforms-2026: 11
- https://mammoth.io/blog/embedded-analytics-tools: 9
- https://softwareadvice.com/embedded-analytics: 9

## In its own words

What ThoughtSpot Embedded's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Intelligence, Embedded Effortlessly (https://thoughtspot.com/)
- For: Product Teams & Developers (https://thoughtspot.com/)
- Price stated: Free for 1 year; Flexible pricing models aligned with your use case & GTM requirements (https://www.thoughtspot.com/pricing)
- Starting price: Free for 1 year (https://www.thoughtspot.com/pricing)
- Free plan or trial: Free trial (https://thoughtspot.com/)
- Integrations claimed: 6 (https://thoughtspot.com/)
- Certifications: SOC 1, SOC 2, SOC 3, ISO 27001, CSA STAR, HIPAA, GDPR, EU-US DPF
- Customers named: Zencargo, Brambles, Midas Pharma, Booking.com, Sephora, Act-On, Ask BOSCO, Austin Capital Bank

## What it publishes

Every page thoughtspot.com exposes, read 2026-09-29: 8927 addresses. By kind, pages and the last 90 days:

- blog: 327 pages, 1 in the last 90 days, latest 2026-09-24
- case study: 37 pages, 0 in the last 90 days, latest 2016-11-11
- webinar or virtual event: 11 pages, 0 in the last 90 days, latest undated
- conference or event: 12 pages, 0 in the last 90 days, latest 2026-06-11
- report or ebook: 181 pages, 0 in the last 90 days, latest undated
- comparison: 88 pages, 0 in the last 90 days, latest 2026-02-20
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 72 pages, 4 in the last 90 days, latest 2026-09-22
- podcast or video: 6 pages, 4 in the last 90 days, latest 2026-09-29
- news or press: 178 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-29 podcast or video: Data to dashboards instantly with spotterviz https://www.thoughtspot.com/resources/video/data-to-dashboards-instantly-with-spotterviz
- Recent: 2026-09-29 podcast or video: Ai assisted coding with spottercode https://www.thoughtspot.com/resources/video/ai-assisted-coding-with-spottercode
- Recent: 2026-09-29 podcast or video: Automated semantic modeling with thoughtspot https://www.thoughtspot.com/resources/video/automated-semantic-modeling-with-thoughtspot
- Recent: 2026-09-29 podcast or video: How data builds team strategies and wins https://www.thoughtspot.com/resources/video/how-data-builds-team-strategies-and-wins
- Recent: 2026-09-24 blog: Introducing thoughtspot spreadsheets on live data https://www.thoughtspot.com/blog/introducing-thoughtspot-spreadsheets-on-live-data
- Recent: 2026-09-22 glossary or explainer: What is multiplayer ai https://www.thoughtspot.com/data-trends/multiplayer-ai/what-is-multiplayer-ai

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.