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

Gane Index, November 2026 Edition. Named in 11 judge labels across 2 categories by 8 of 14 models. Page: https://www.gane.ai/index/finance/vendors/spotlight-reporting

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cash flow forecasting](https://www.gane.ai/index/finance/treasury/cash-flow-forecasting/index.md) | 0% | 27 | 0% | 7 |
| [Financial reporting and dashboards](https://www.gane.ai/index/finance/planning/financial-reporting-and-dashboards/index.md) | 0% | 60 | 25% | 4 |

## What the models said for it

- "a top add-on tool for financial reporting, especially if you need advanced visualizations and dashboards" (Mistral Small, Financial reporting)
- "Combines cash flow forecasting with financial analysis and reporting, often used for strategic planning." (Mistral Small, Cash flow forecasting)
- "Jirav, Spotlight Reporting, or Fathom for strong forecasting + reporting combos" (Kimi K2, Financial reporting)
- "Best for: Accountants and finance teams needing board-level reporting alongside forecasting" (DeepSeek V4 Flash, Cash flow forecasting)

## And against it

- "Avoid high-end tools like NetSuite or Spotlight Reporting unless your needs justify the cost" (Grok 4.20, Financial reporting)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 2 | 1 | 3 |
| Mistral Small | 0 | 2 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Spotlight Reporting, from 15 of the 16 answers that named it (only the models that return a source list).

### Domains cited

- floatapp.com: 8
- drivetrain.ai: 7
- fathomhq.com: 7
- banktrack.com: 5
- softwareadvice.com: 5
- capterra.com: 4
- getaleph.com: 4
- techrepublic.com: 4
- erpresearch.com: 3
- prophix.com: 3

### Pages cited

- https://floatapp.com/blog/best-cash-flow-forecasting-software-finance-teams: 8
- https://drivetrain.ai/solutions/cash-flow-forecasting-software: 7
- https://banktrack.com/en/blog/cash-flow-forecast-generators: 5
- https://fathomhq.com/blog/cash-flow-forecasting-tools-guide-for-accurate-projections: 5
- https://capterra.com/financial-reporting-software: 3
- https://floatapp.com/blog/compare-cash-flow-forecasting-tools: 3
- https://getaleph.com/answers/cash-flow-runway-forecasting-software: 3
- https://prophix.com/blog/best-cash-flow-forecasting-software: 3

## 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: ISO 27001, GDPR
- Hosting: AWS Sydney region
- Customers named: BlueRock, Silverstripe, William Buck, Moracle, San Churros, Juna Financial Solutions, Forvis Mazars

## 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://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.