# CobbleStone: how AI models rank it, October 2026

GTM AI Recommendation Index, October 2026 Edition. Named in 3 judge labels across 1 categories by 3 of 14 models. Page: https://gtm-ai-index.com/vendors/cobblestone/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Contract lifecycle management and e-signature | 0% | 52 | 33% | 3 |

## And against it

- "Draws strong dislike in public procurement contexts" (DeepSeek V4 Flash, CLM)

## Movement since September 2026

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

- Contract lifecycle management and e-signature: 0% to 0%, ±0. New · not ranked in September 2026 · rank 52 of 63.

## In its own words

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

- Positioning: Contract Management & Procurement Software (https://cobblestonesoftware.com/)
- For: legal professionals (https://www.cobblestonesoftware.com/products/legal-software)
- Free plan or trial: Free Trial (https://cobblestonesoftware.com/)
- Integrations claimed: 9 (https://cobblestonesoftware.com/); 6 (https://www.cobblestonesoftware.com/products/legal-software) (pages disagree)

## What it publishes

Every page cobblestonesoftware.com exposes, read 2026-10-05: 1385 addresses. By kind, pages and the last 90 days:

- blog: 751 pages, 18 in the last 90 days, latest 2026-09-29
- case study: 6 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 47 pages, 0 in the last 90 days, latest 2025-10-31
- conference or event: 184 pages, 16 in the last 90 days, latest 2026-10-01
- report or ebook: 4 pages, 0 in the last 90 days, latest 2025-05-09
- comparison: 6 pages, 1 in the last 90 days, latest 2026-09-08
- template or tool: 4 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 27 pages, 3 in the last 90 days, latest 2026-09-14
- podcast or video: 2 pages, 0 in the last 90 days, latest 2025-09-16
- news or press: 276 pages, 0 in the last 90 days, latest 2026-01-30
- Recent: 2026-10-01 conference or event: Naep south region 2026 https://www.cobblestonesoftware.com/events/naep-south-region-2026
- Recent: 2026-09-29 blog: Caa 2026 healthcare pharma contract compliance https://www.cobblestonesoftware.com/blog/caa-2026-healthcare-pharma-contract-compliance
- Recent: 2026-09-23 conference or event: Clm ai agents a collective digital workforce for legal teams https://www.cobblestonesoftware.com/events/clm-ai-agents-a-collective-digital-workforce-for-legal-teams
- Recent: 2026-09-22 blog: Far 2 0 federal contractors guide https://www.cobblestonesoftware.com/blog/far-2-0-federal-contractors-guide
- Recent: 2026-09-14 glossary or explainer: What is a hold harmless agreement https://www.cobblestonesoftware.com/blog/what-is-a-hold-harmless-agreement
- Recent: 2026-09-11 blog: Contract meaning https://www.cobblestonesoftware.com/blog/contract-meaning

## 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.