# Numeral: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 8 judge labels across 2 categories by 6 of 14 models. Page: https://finance-ai-index.com/vendors/numeral/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Sales tax automation | 2% | 9 | 0% | 6 |
| Global e-invoicing compliance | 0% | 113 | 50% | 2 |

## What the models said for it

- "A rapidly growing, AI-powered challenger. They offer autopilot compliance" (Gemini 3.5 Flash, Sales tax automation)
- "Want an API-first, automation-first stack with real-time validation and OSS filing in one platform → Numeral" (Muse Glimmer 30B, Global e-invoicing compl)
- "Numeral offers a flat-fee per-filing model... can be significantly cheaper for mid-sized companies" (Qwen 3.7 Flash, Sales tax automation)
- "Useful when you have only 1-3 states and filing infrequently." (Muse Glimmer 30B, Sales tax automation)

## And against it

- "Reviews for Numeral mention poor customer support" (GPT-5.4 mini, Global e-invoicing compl)

## Movement since September 2026

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

- Sales tax automation: 2% to 2%, ±0. Inside the floor by 10 points · rank 5 → 9 of 37.
- Global e-invoicing compliance: 0% to 0%, ±0. New · not ranked in September 2026 · rank 113 of 136.

## In its own words

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

- Positioning: The trusted solution for U.S. sales tax, VAT, and GST compliance, used by 3,500+ global businesses. (https://numeral.com/)
- For: scaling businesses (https://numeral.com/)
- Price stated: Numeral charges a simple $75 per return filed plus a one-time $150 registration fee per state. (https://www.numeral.com/pricing)
- Starting price: Free (https://www.numeral.com/pricing)
- Free plan or trial: Get started for free today! (https://numeral.com/)
- Integrations claimed: 40 (https://numeral.com/); 4 (https://www.numeral.com/product/api) (pages disagree)
- Customers named: Character.ai, Fishwife, Brex, SPACEPANDA, Byte’m, Character AI, Terminal49, 4FRNT

## What it publishes

Every page numeral.com exposes, read 2026-09-29: 652 addresses. By kind, pages and the last 90 days:

- blog: 246 pages, 31 in the last 90 days, latest 2026-09-25
- case study: 20 pages, 0 in the last 90 days, latest undated
- comparison: 28 pages, 3 in the last 90 days, latest 2026-09-25
- template or tool: 1 pages, 1 in the last 90 days, latest 2026-09-15
- glossary or explainer: 2 pages, 0 in the last 90 days, latest 2026-06-13
- Recent: 2026-09-25 blog: Direct pay permit https://www.numeral.com/blog/direct-pay-permit
- Recent: 2026-09-25 blog: Georgia sales tax guide https://www.numeral.com/blog/georgia-sales-tax-guide
- Recent: 2026-09-25 blog: Indiana sales tax guide https://www.numeral.com/blog/indiana-sales-tax-guide
- Recent: 2026-09-25 blog: New york sales tax guide https://www.numeral.com/blog/new-york-sales-tax-guide
- Recent: 2026-09-25 blog: Pennsylvania sales tax guide https://www.numeral.com/blog/pennsylvania-sales-tax-guide
- Recent: 2026-09-25 comparison: Sales tax vs excise tax https://www.numeral.com/blog/sales-tax-vs-excise-tax

## 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.