# Spotlight Reporting: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 6 judge labels across 4 categories by 4 of 14 models. Page: https://finance-ai-index.com/vendors/spotlight-reporting/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Cash flow forecasting | 0% | 95 | 67% | 3 |
| Corporate performance management | 0% | 49 | 0% | 1 |
| Financial consolidation | 0% | 87 | 0% | 1 |
| Financial reporting and dashboards | 0% | 57 | 0% | 1 |

## What the models said for it

- "Choose Spotlight Reporting if you want finance-owned, audit-ready monthly packs with scheduled refresh" (Muse Glimmer 30B, Financial reporting)
- "Spotlight Reporting or Kepion are the lowest-cost financial EPM options mentioned for SMBs" (Muse Glimmer 30B, Corporate performance ma)

## And against it

- "Tools to Be Cautious About: Management Reporting Platforms (Fathom, Reach Reporting, Spotlight Reporting, LiveFlow)" (Mistral Small, Cash flow forecasting)
- "Reporting Platforms Masquerading as Forecasting Tools (e.g., ... Spotlight Reporting, LiveFlow)" (Grok 4.1 Fast, Cash flow forecasting)

## Movement since September 2026

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

- Cash flow forecasting: 0% to 0%, ±0. Inside the floor by 10 points · rank 49 → 95 of 101.
- Corporate performance management: 0% to 0%, ±0. New · not ranked in September 2026 · rank 49 of 99.
- Financial consolidation: 0% to 0%, ±0. Inside the floor by 10 points · rank 83 → 87 of 102.
- Financial reporting and dashboards: 0% to 0%, ±0. Inside the floor by 10 points · rank 38 → 57 of 105.

## In its own words

What Spotlight Reporting's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: The comprehensive solution for all your reporting and cash flow forecasting needs. Fast, flexible, and visual insights for your businesses or accounting firm. (https://www.spotlightreporting.com/)
- For: accounting firms and businesses (https://www.spotlightreporting.com/)
- Price stated: You get more than just software with our pricing plans for Advisors. (https://www.spotlightreporting.com/)
- Starting price: 295 (https://www.spotlightreporting.com/pricing)
- Free plan or trial: Free Trial; Start your 14-day free trial (https://www.spotlightreporting.com/)
- Certifications: Spotlight Certification, ISO27001 compliant, GDPR compliant
- Hosting: AWS Sydney region
- Customers named: BlueRock, Silverstripe, William Buck, Moracle, San Churros, Juna Financial Solutions, Forvis Mazars, BT Corporate Advisor

## What it publishes

Every page spotlightreporting.com exposes, read 2026-09-29: 1349 addresses. By kind, pages and the last 90 days:

- blog: 463 pages, 0 in the last 90 days, latest 2020-08-28
- case study: 5 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 235 pages, 0 in the last 90 days, latest undated
- conference or event: 11 pages, 0 in the last 90 days, latest undated
- report or ebook: 23 pages, 0 in the last 90 days, latest undated
- comparison: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 2 pages, 0 in the last 90 days, latest undated
- podcast or video: 20 pages, 0 in the last 90 days, latest undated
- Recent: 2020-08-28 blog: 3 ways spotlight can help your business survive https://blog.spotlightreporting.com/3-ways-spotlight-can-help-your-business-survive
- Recent: 2020-08-20 blog: Moving with the digital age https://blog.spotlightreporting.com/moving-with-the-digital-age
- Recent: 2020-08-18 blog: Powered by spotlight dwell housing trust https://blog.spotlightreporting.com/powered-by-spotlight-dwell-housing-trust
- Recent: 2020-08-13 blog: Powered by spotlight nigel smellie https://blog.spotlightreporting.com/powered-by-spotlight-nigel-smellie
- Recent: 2020-07-29 blog: Midwinter christmas https://blog.spotlightreporting.com/midwinter-christmas
- Recent: 2020-07-27 blog: Powered by spotlight pwc https://blog.spotlightreporting.com/powered-by-spotlight-pwc

## 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.