# CellCog: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/finance/vendors/cellcog

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [AI accounting assistants](https://www.gane.ai/index/finance/accounting/ai-accounting-assistants/index.md) | 0% | 48 | 0% | 1 |

## What the models said for it

- "The "Pay for Performance" Option: CellCog" (GLM 4.7 FlashX, AI accounting assistants)

## 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 | 0 | 0 | 0 |
| 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 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| 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 CellCog, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- cellcog.ai: 4 (its own site)
- ccmonet.ai: 3
- xero.com: 3
- hellobooks.ai: 2
- quickbooks.intuit.com: 2
- aiessentials.us: 1
- aiproductivitytools.io: 1
- aitoolboard.com: 1
- capterra.com: 1
- cnbc.com: 1

### Pages cited

- https://cellcog.ai/blog/best-ai-bookkeeping-software: 4
- https://ccmonet.ai/articles/en/list/best-ai-bookkeeping-automation-tools-accounting-firms: 3
- https://hellobooks.ai/blog/best-ai-bookkeeping-software-for-small-business-in-united-states-what-to-automat: 2
- https://xero.com/us/ai-in-accounting: 2
- https://aiessentials.us/blog/whats-the-best-ai-powered-tool-for-small-business-accounting: 1
- https://aiproductivitytools.io/tools/xero-ai: 1
- https://aitoolboard.com/tools/xero-ai: 1
- https://capterra.com/p/163115/Zoho-Books: 1

## In its own words

What CellCog's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Hire an AI employee for any role. (https://cellcog.ai/)
- For: marketing, sales outreach, research, support, and any role you need (https://cellcog.ai/)
- Price stated: Hiring is free; you pay only for the work they do. (https://cellcog.ai/)
- Starting price: 8 (https://cellcog.ai/)
- Free plan or trial: Try it free. No credit card needed. Start free, no credit card needed, with 200 credits. (https://cellcog.ai/)
- Integrations claimed: 1500 (https://cellcog.ai/)
- Certifications: CASA Tier 2

## What it publishes

Every page cellcog.ai exposes, read 2026-10-05: 452 addresses. By kind, pages and the last 90 days:

- blog: 240 pages, 141 in the last 90 days, latest 2026-10-06
- webinar or virtual event: 1 pages, 1 in the last 90 days, latest 2026-08-12
- comparison: 49 pages, 26 in the last 90 days, latest 2026-10-03
- template or tool: 2 pages, 2 in the last 90 days, latest 2026-07-31
- glossary or explainer: 17 pages, 17 in the last 90 days, latest 2026-10-04
- podcast or video: 10 pages, 8 in the last 90 days, latest 2026-10-02
- Recent: 2026-10-06 blog: Reflection beam open weight model https://cellcog.ai/blog/reflection-beam-open-weight-model/
- Recent: 2026-10-05 blog: Chatgpt ads image format https://cellcog.ai/blog/chatgpt-ads-image-format/
- Recent: 2026-10-05 blog: Openai text watermark eu https://cellcog.ai/blog/openai-text-watermark-eu/
- Recent: 2026-10-05 blog: Claude cowork cloud only https://cellcog.ai/blog/claude-cowork-cloud-only/
- Recent: 2026-10-05 blog: Ghost core personal ai computer https://cellcog.ai/blog/ghost-core-personal-ai-computer/
- Recent: 2026-10-04 blog: Openai bel https://cellcog.ai/blog/openai-bel/

## 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.