# RudderStack: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 54 judge labels across 7 categories by 14 of 14 models. Page: https://gtm-ai-index.com/vendors/rudderstack/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Customer data platforms | 4% | 4 | 0% | 31 |
| Data management platforms | 2% | 5 | 0% | 7 |
| Identity resolution | 2% | 15 | 17% | 6 |
| Customer intelligence and data science | 0% | 52 | 25% | 4 |
| Tag management | 0% | 13 | 0% | 4 |
| Marketing automation and campaign management | 0% | 39 | 0% | 1 |
| Session replay and heatmaps | 0% | 51 | 0% | 1 |

## What the models said for it

- "Warehouse-native solutions (Hightouch, RudderStack, etc.)—keep data in your infrastructure" (Kimi K2, Identity)
- "RudderStack is my default pick for a tight budget if you have technical support" (GPT-6 Luna, CDP)
- "Just starting out? → Twilio Segment's free tier or RudderStack's free tier" (Kimi K2, CDP)
- "the best "budget-friendly" choice today is RudderStack" (GLM 4.7 FlashX, DMP)

## And against it

- "RudderStack has a free data-pipeline tier, but its pricing page lists its Profiles and identity-resolution features under Enterprise" (GPT-6 Luna, Identity)
- "Building your own stack offers flexibility but demands 3-5 data engineers and a 12-18 month build cycle" (Mistral Small, Customer intel)

## Movement since September 2026

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

- Customer data platforms: 14% to 4%, −11. Cleared the floor by 0 points · rank 3 → 4 of 61.
- Data management platforms: 7% to 2%, −4. Inside the floor by 7 points · rank 4 → 5 of 159.
- Identity resolution: 6% to 2%, −4. Inside the floor by 7 points · rank 6 → 15 of 140.
- Customer intelligence and data science: 0% to 0%, ±0. Inside the floor by 11 points · rank 37 → 52 of 142.
- Tag management: 0% to 0%, ±0. Inside the floor by 11 points · rank 23 → 13 of 67.
- Marketing automation and campaign management: 0% to 0%, ±0. New · not ranked in September 2026 · rank 39 of 59.
- Session replay and heatmaps: 0% to 0%, ±0. New · not ranked in September 2026 · rank 51 of 56.

## In its own words

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

- Positioning: The agentic customer data platform (https://rudderstack.com/)
- For: data teams (https://rudderstack.com/)
- Price stated: Free $0 free forever; Growth $265 /month; Enterprise Custom (https://www.rudderstack.com/pricing)
- Starting price: $0 (https://www.rudderstack.com/pricing)
- Free plan or trial: Try for free (https://rudderstack.com/)
- Integrations claimed: 200 (https://rudderstack.com/)
- Certifications: SOC 2 Type II Certified, GDPR Compliant, HIPAA Compliant, SOC 2 Type 2 compliance, HIPAA, GDPR
- Customers named: VSCO, Glassdoor, Fullscript, Bolcom, Wyze, Manscaped, Nuts

## What it publishes

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

- blog: 383 pages, 0 in the last 90 days, latest undated
- case study: 39 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 78 pages, 0 in the last 90 days, latest undated
- conference or event: 25 pages, 0 in the last 90 days, latest undated
- report or ebook: 452 pages, 0 in the last 90 days, latest undated
- comparison: 61 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 19 pages, 0 in the last 90 days, latest undated
- podcast or video: 1 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.