# Tableau: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 76 judge labels across 6 categories by 14 of 14 models. Page: https://gtm-ai-index.com/vendors/tableau/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Dashboards and data visualization | 8% | 3 | 21% | 63 |
| Data warehouse and reverse ETL for marketing | 0% | 21 | 0% | 5 |
| Customer intelligence and data science | 0% | 76 | 25% | 4 |
| Data management platforms | 0% | 62 | 0% | 2 |
| Attribution and marketing mix modeling | 0% | 100 | 0% | 1 |
| Product analytics | 0% | 33 | 0% | 1 |

## What the models said for it

- "Salesforce Shop? $\rightarrow$ Tableau. Since Salesforce acquired Tableau, it is the de facto standard for Salesforce-centric orgs." (Qwen 3.7 Flash, BI & dashboards)
- "starting with Looker Studio (if budget-conscious) or Tableau (if you need robust analytics)" (MiniMax M2.5, BI & dashboards)
- "Power BI and Tableau dominate for general-purpose BI with strong visualization." (GLM 4.7 FlashX, BI & dashboards)
- "For most mid-market B2B companies, Power BI or Tableau are the safest bets" (Claude Haiku 4.5, BI & dashboards)

## And against it

- "Avoid investing in massive enterprise platforms (like full-scale Tableau Server... Avoid implementing any self-service tool (Tableau, Power BI, Sisense) without establishing data governance" (Qwen 3.7 Flash, BI & dashboards)
- "Performance/scalability: Struggles with very large datasets... When to avoid: High-volume data without IT support or strict budgets." (Grok 4.1 Fast, BI & dashboards)
- "While Tableau and Domo are great for visualization, they require significant data engineering expertise to set up for customer journeys." (GLM 4.7 FlashX, Customer intel)
- "If your team cannot absorb a steep learning curve or you need heavy in-tool data transformation rather than dedicated ETL." (Perplexity Sonar, BI & dashboards)

## Movement since September 2026

Floor: 11 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Dashboards and data visualization: 6% to 8%, +4. Inside the floor by 7 points · rank 4 → 3 of 52.
- Data warehouse and reverse ETL for marketing: 0% to 0%, ±0. Inside the floor by 11 points · rank 86 → 21 of 83.
- Customer intelligence and data science: 0% to 0%, ±0. Inside the floor by 11 points · rank 54 → 76 of 142.
- Data management platforms: 0% to 0%, ±0. New · not ranked in September 2026 · rank 62 of 159.
- Attribution and marketing mix modeling: 0% to 0%, ±0. New · not ranked in September 2026 · rank 100 of 123.
- Product analytics: 0% to 0%, ±0. Inside the floor by 11 points · rank 41 → 33 of 40.

## In its own words

What Tableau's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Business Intelligence and Analytics Software (https://tableau.com/)
- For: Teams (https://tableau.com/)
- Free plan or trial: Start for free (https://tableau.com/)
- Integrations claimed: 250 (https://www.tableau.com/events/conference/2021/partners)
- Certifications: 2026 Gartner® Magic Quadrant™ Leader
- Customers named: Feeding America, Rakuten, Informatica, Collibra, Piedmont Healthcare, T-Mobile, Equinix, Autodesk

## What it publishes

Every page tableau.com exposes, read 2026-09-29: 10000 addresses. By kind, pages and the last 90 days:

- blog: 1045 pages, 0 in the last 90 days, latest undated
- case study: 598 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 36 pages, 0 in the last 90 days, latest undated
- conference or event: 5010 pages, 0 in the last 90 days, latest undated
- report or ebook: 4 pages, 0 in the last 90 days, latest undated
- comparison: 2 pages, 0 in the last 90 days, latest undated
- template or tool: 29 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 24 pages, 0 in the last 90 days, latest undated
- podcast or video: 4 pages, 0 in the last 90 days, latest undated

## Record

- Method: https://gtm-ai-index.com/methodology/
- Raw judge labels and full responses: https://gtm-ai-index.com/data/
- License: CC BY 4.0. Cite as GTM AI Recommendation Index, October 2026 Edition, gtm-ai-index.com.