# Lockstep: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Accounts receivable automation](https://www.gane.ai/index/finance/receivables/accounts-receivable-automation/index.md) | 0% | 64 | 0% | 1 |
| [Invoicing software](https://www.gane.ai/index/finance/receivables/invoicing-software/index.md) | 0% | 69 | 0% | 1 |

## 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 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Lockstep, from 7 of the 8 answers that named it (only the models that return a source list).

### Domains cited

- sourceforge.net: 6
- b2breviews.com: 4
- capterra.com: 3
- paidnice.com: 3
- slashdot.org: 3
- bill.com: 2
- emagia.com: 2
- getapp.com: 2
- gitnux.org: 2
- hackernoon.com: 2

### Pages cited

- https://sourceforge.net/software/ar-automation: 5
- https://b2breviews.com/accounts-receivable-automation: 4
- https://hackernoon.com/a-breakdown-of-the-top-accounts-receivable-ar-automation-software-companies-q4-2026: 2
- https://paidnice.com/blog/best-accounts-receivable-software: 2
- https://slashdot.org/software/ar-automation/f-small-business: 2
- https://tabs.com/blog/ar-automation-companies-2026: 2
- https://techfundingnews.com/best-ar-automation-software-in-2026-10-tools-compared: 2
- https://tratta.io/blog/best-ar-automation-software: 2

## What it publishes

Every page lockstep.io exposes, read 2026-10-05: 4402 addresses. By kind, pages and the last 90 days:

- blog: 67 pages, 0 in the last 90 days, latest undated
- case study: 53 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 22 pages, 0 in the last 90 days, latest undated
- conference or event: 2 pages, 0 in the last 90 days, latest 2025-02-01
- report or ebook: 104 pages, 0 in the last 90 days, latest undated
- comparison: 28 pages, 0 in the last 90 days, latest undated
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- news or press: 43 pages, 0 in the last 90 days, latest 2026-06-01
- Recent: 2026-06-01 news or press: Sage helps manufacturers and distributors make faster more informed decisions with ai https://www.sage.com/en-us/news/press-releases/2026/06/sage-helps-manufacturers-and-distributors-make-faster-more-informed-decisions-with-ai
- Recent: 2025-07-01 news or press: Appointment of general manager supports sages growth and innovation ambitions across asia pacific https://www.sage.com/en-au/news/press-releases/2025/07/appointment-of-general-manager-supports-sages-growth-and-innovation-ambitions-across-asia-pacific
- Recent: 2025-07-01 news or press: Appointment of general manager supports sages growth and innovation ambitions across asia pacific https://www.sage.com/en-my/news/press-releases/2025/07/appointment-of-general-manager-supports-sages-growth-and-innovation-ambitions-across-asia-pacific
- Recent: 2025-07-01 news or press: Appointment of general manager supports sages growth and innovation ambitions across asia pacific https://www.sage.com/en-sg/news/press-releases/2025/07/appointment-of-general-manager-supports-sages-growth-and-innovation-ambitions-across-asia-pacific
- Recent: 2025-05-01 news or press: Sage and donorperfect announce partnership to help nonprofits save time https://www.sage.com/en-ca/news/press-releases/2025/05/sage-and-donorperfect-announce-partnership-to-help-nonprofits-save-time
- Recent: 2025-02-01 conference or event: Sage debuts new conference experience in atlanta for smbs https://www.sage.com/en-gb/company/digital-newsroom/2025/02/13/sage-debuts-new-conference-experience-in-atlanta-for-smbs

## 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.