# Lunos: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 9 judge labels across 4 categories by 6 of 14 models. Page: https://finance-ai-index.com/vendors/lunos/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Cash application | 4% | 10 | 0% | 5 |
| Cash flow forecasting | 2% | 18 | 0% | 2 |
| Accounts receivable automation | 0% | 66 | 0% | 1 |
| Chargeback management | 0% | 50 | 0% | 1 |

## What the models said for it

- "Why I'd pick HighRadius (or Lunos) for a typical mid‑sized B2B company" (MiniMax M2.5, Cash application)
- "start with free tools (Excel, Wave, Cash Flow Frog, or Lunos)" (GLM 4.7 FlashX, Cash flow forecasting)
- "Lunos (free tier) is the lowest-risk entry point" (DeepSeek V4 Flash, Cash application)
- "Close Second: Lunos (if you want AI-first automation)" (DeepSeek V4 Flash, Chargeback management)

## 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 2%, +2. New · not ranked in September 2026 · rank 18 of 101.
- Cash application: 7% to 4%, −2. Inside the floor by 8 points · rank 5 → 10 of 83.
- Accounts receivable automation: 0% to 0%, ±0. Inside the floor by 10 points · rank 28 → 66 of 79.
- Chargeback management: 0% to 0%, ±0. New · not ranked in September 2026 · rank 50 of 81.

## In its own words

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

- Positioning: AI partner for receivables, handling collections, portal uploads, cash app & more (https://lunos.ai/)
- For: Built for the whole finance team – from AR specialists to the CFO (https://lunos.ai/)
- Price stated: The Lunos fee applies only once the invoice has been collected from your customer and is marked as paid. We will invoice you in aggregate. (https://lunos.ai/)
- Starting price: 0 (https://lunos.ai/)
- Free plan or trial: Start for free (https://lunos.ai/)
- Integrations claimed: 6 (https://lunos.ai/)
- Certifications: SOC 2 Type II attested
- Customers named: ServiceUp, Revela, Swap, Swap Commerce, GEV Tehnologies

## What it publishes

Every page lunos.ai exposes, read 2026-09-29: 56 addresses. By kind, pages and the last 90 days:

- blog: 24 pages, 0 in the last 90 days, latest 2026-06-02
- comparison: 12 pages, 0 in the last 90 days, latest 2026-06-02
- Recent: 2026-06-02 blog: Coupa supplier portal invoice submission https://www.lunos.ai/blog/coupa-supplier-portal-invoice-submission
- Recent: 2026-06-02 comparison: Versapay alternatives https://www.lunos.ai/blog/versapay-alternatives
- Recent: 2026-06-01 comparison: Best upflow alternatives https://www.lunos.ai/blog/best-upflow-alternatives
- Recent: 2026-04-01 blog: Accounts receivable dispute resolution guide https://www.lunos.ai/blog/accounts-receivable-dispute-resolution-guide
- Recent: 2026-04-01 blog: Best accounts receivable collections software https://www.lunos.ai/blog/best-accounts-receivable-collections-software
- Recent: 2026-04-01 blog: Best automated payment reconciliation software https://www.lunos.ai/blog/best-automated-payment-reconciliation-software

## 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.