# Grooper: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/grooper

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Intelligent document processing](https://www.gane.ai/index/it/it-data/intelligent-document-processing/index.md) | 0% | 47 | 25% | 4 |

## What the models said for it

- "Choose Grooper when documents are unusually noisy, unstructured, or require hybrid deployment." (Perplexity Sonar, Document processing)

## And against it

- "Overkill for straightforward invoices and forms" (Perplexity Sonar, Document processing)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 1 | 2 |
| 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 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| 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 Grooper, from 11 of the 11 answers that named it (only the models that return a source list).

### Domains cited

- grooper.com: 11 (its own site)
- guideflow.com: 5
- docsumo.com: 4
- kognitos.com: 4
- lido.app: 4
- parseur.com: 4
- doxis.com: 3
- forage.ai: 3
- g2.com: 3
- hypatos.ai: 3

### Pages cited

- https://grooper.com/blog_posts/intelligent-document-processing-vendors: 10
- https://guideflow.com/blog/intelligent-document-processing-software: 5
- https://docsumo.com/blog/the-best-intelligent-document-processing-software: 4
- https://lido.app/blog/best-intelligent-document-processing-software: 4
- https://forage.ai/blog/top-10-intelligent-document-processing-solutions-for-data-collection: 3
- https://kognitos.com/blog/top-ai-document-processing-platforms-enterprise-2026: 3
- https://larksuite.com/en_us/blog/intelligent-document-processing-software: 3
- https://parseur.com/blog/best-IDP-tools: 3

## In its own words

What Grooper's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Enterprise AI Solutions For Your Data (https://grooper.com/)
- For: enterprise (https://grooper.com/)
- Free plan or trial: Get a Free Eval! (https://grooper.com/)
- Customers named: Funeral Directors Life

## What it publishes

Every page grooper.com exposes, read 2026-10-05: 296 addresses. By kind, pages and the last 90 days:

- blog: 108 pages, 11 in the last 90 days, latest 2026-09-30
- case study: 17 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 8 pages, 2 in the last 90 days, latest 2026-08-25
- report or ebook: 12 pages, 0 in the last 90 days, latest undated
- comparison: 10 pages, 1 in the last 90 days, latest 2026-08-19
- glossary or explainer: 8 pages, 0 in the last 90 days, latest undated
- news or press: 46 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-30 blog: Agentic Document Processing & MCP Explained | Grooper https://grooper.com/blog_posts/agentic-document-processing-mcp
- Recent: 2026-09-29 blog: Extract data from scanned documents and pdfs https://grooper.com/blog_posts/extract-data-from-scanned-documents-and-pdfs
- Recent: 2026-09-24 blog: Marine automated invoice processing https://grooper.com/blog_posts/marine-automated-invoice-processing
- Recent: 2026-09-14 blog: Intelligent capture software https://grooper.com/blog_posts/intelligent-capture-software
- Recent: 2026-09-10 blog: Ai sovereignty https://grooper.com/blog_posts/ai-sovereignty
- Recent: 2026-08-27 blog: Ocr for medical records https://grooper.com/blog_posts/ocr-for-medical-records

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.