# AuditRunner: how AI models rank it, October 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Internal controls and SOX | 0% | 38 | 0% | 1 |

## What the models said for it

- "may be worth a look, but its pricing is already around $720/month for the SOX-only tier" (GPT-5.4 mini, Internal controls)

## Movement since September 2026

Floor: 10 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Internal controls and SOX: 0% to 0%, ±0. Inside the floor by 10 points · rank 41 → 38 of 90.

## What it publishes

Every page audit.scot exposes, read 2026-09-29: 6489 addresses. By kind, pages and the last 90 days:

- blog: 34 pages, 0 in the last 90 days, latest undated
- case study: 1 pages, 0 in the last 90 days, latest undated
- conference or event: 1 pages, 0 in the last 90 days, latest undated
- report or ebook: 2 pages, 0 in the last 90 days, latest undated
- comparison: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 1 pages, 0 in the last 90 days, latest undated
- news or press: 663 pages, 7 in the last 90 days, latest 2026-09-14
- Recent: 2026-09-14 news or press: Transparency needed on scotwind funds https://audit.scot/news/transparency-needed-on-scotwind-funds
- Recent: 2026-09-07 news or press: Colleges financial challenges increase 1 https://audit.scot/news/colleges-financial-challenges-increase-1
- Recent: 2026-09-01 news or press: Glasgow city council at a critical point https://audit.scot/news/glasgow-city-council-at-a-critical-point
- Recent: 2026-08-17 news or press: National fraud exercise saves millions https://audit.scot/news/national-fraud-exercise-saves-millions
- Recent: 2026-07-27 news or press: Consultation of the code of data matching practice 2026 https://audit.scot/news/consultation-of-the-code-of-data-matching-practice-2026
- Recent: 2026-07-09 news or press: %E2%80%98impressive%E2%80%99 inverclyde council delivers for local people https://audit.scot/news/%E2%80%98impressive%E2%80%99-inverclyde-council-delivers-for-local-people

## Record

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