# Finlens: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 4 judge labels across 3 categories by 4 of 14 models. Page: https://finance-ai-index.com/vendors/finlens/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Revenue recognition | 2% | 18 | 0% | 2 |
| AI accounting assistants | 0% | 44 | 0% | 1 |
| Financial close management | 0% | 33 | 0% | 1 |

## What the models said for it

- "Finlens is the cheapest functional option: free up to $50k/mo expenses, then $49/mo." (Muse Glimmer 30B, Revenue recognition)
- "Finlens's $0/month Starter plan is available for startups under $50k/month in expenses" (Claude Haiku 4.5, AI accounting assistants)
- "Finlens (Best for QuickBooks Online Users)" (Grok 4.1 Fast, Financial close manageme)
- "Move to Finlens if you rely on QuickBooks." (Qwen 3.7 Flash, Revenue recognition)

## Movement since September 2026

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

- Revenue recognition: 0% to 2%, ±0. Inside the floor by 10 points · rank 26 → 18 of 77.
- AI accounting assistants: 0% to 0%, ±0. New · not ranked in September 2026 · rank 44 of 85.
- Financial close management: 0% to 0%, ±0. New · not ranked in September 2026 · rank 33 of 85.

## In its own words

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

- Positioning: Month-end close automation for accounting firms on QuickBooks Online. Automates reconciliation, journal entries, accruals, transaction categorization, and close checklists. (https://finlens.app/)
- For: CPAs and accounting firm partners managing multiple QBO clients. (https://finlens.app/)
- Price stated: Pricing based on the number of clients you manage. Ask us during your demo — we'll build a quote based on your firm's specific needs. (https://finlens.app/)
- Free plan or trial: Start Free (https://finlens.app/)
- Integrations claimed: 200 (https://finlens.app/)
- Certifications: bank-grade encryption, passwordless authentication

## What it publishes

Every page finlens.app exposes, read 2026-09-29: 569 addresses. By kind, pages and the last 90 days:

- blog: 362 pages, 77 in the last 90 days, latest 2026-09-16
- report or ebook: 35 pages, 31 in the last 90 days, latest 2026-09-12
- comparison: 67 pages, 15 in the last 90 days, latest 2026-09-12
- template or tool: 3 pages, 0 in the last 90 days, latest 2026-05-20
- glossary or explainer: 12 pages, 4 in the last 90 days, latest 2026-09-16
- Recent: 2026-09-16 blog: Break even analysis https://www.finlens.app/blogs/break-even-analysis
- Recent: 2026-09-16 blog: Cash flow management https://www.finlens.app/blogs/cash-flow-management
- Recent: 2026-09-16 blog: Expense reimbursement form https://www.finlens.app/blogs/expense-reimbursement-form
- Recent: 2026-09-16 blog: Financial forecasting https://www.finlens.app/blogs/financial-forecasting
- Recent: 2026-09-16 blog: Franchise accounting https://www.finlens.app/blogs/franchise-accounting
- Recent: 2026-09-16 blog: Nonprofit accounting https://www.finlens.app/blogs/nonprofit-accounting

## 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.