Data as of Aug 16, 2026 · Based on 1,172 AI responses · See how Parse measures this
Google now leads the AI document extraction space, representative of a broader shift where major cloud platforms are increasingly displacing specialized tools. This consolidation is most visible in general-purpose queries, while dedicated invoice processing remains a more fragmented and competitive field.
AI Document Data Extraction Software
Parse
https://parse.gl
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | 57% | ||
| 2 | 48% | ||
| 3 | 44% | ||
| 4 | A fast-rising solution, recognized for AI-powered invoice automation and custom model training. | 35% | |
| 5 | Consistently recommended for rule-based table extraction and no-code business automation workflows. | 33% | |
| 6 | Frequently mentioned for its AI that processes invoices without requiring predefined templates. | 27% | |
| 7 | A long-standing enterprise solution, frequently cited for high-accuracy invoice and document processing. | 26% | |
| 8 | 23% | ||
| 9 | A popular open-source tool recommended for extracting simple tables from digital PDFs. | 17% | |
| 10 | A notable new entrant specializing in structured data extraction from financial documents. | 16% | |
| 11 | 14% | ||
| 12 | 14% | ||
| 13 | 13% | ||
| 14 | 13% | ||
| 15 | 13% | ||
| 16 | 12% | ||
| 17 | 12% | ||
| 18 | 11% | ||
| 19 | 11% | ||
| 20 | 10% | ||
| 21 | 9% | ||
| 22 | 9% | ||
| 23 | 9% | ||
| 24 | 8% | ||
| 25 | 7% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
reddit.com is the page AI reaches for most here, cited in 50% of analyzed answers.
Jumped from rank #30 to #7 between October and March.
“A legacy enterprise OCR tool” → “A modern intelligent document processing (IDP) platform”
Rose from rank #8 in October to #1 by March across the niche.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 78% | 65% | ||
| 78% | 38% | ||
| 72% | 49% | ||
| 36% | 42% | ||
| 51% | 42% |
The two models disagree most about Abbyy (ChatGPT #7, Google #22) and LlamaIndex (ChatGPT #18, Google #7).
Google now leads the AI document extraction space, representative of a broader shift where major cloud platforms are increasingly displacing specialized tools. This consolidation is most visible in general-purpose queries, while dedicated invoice processing remains a more fragmented and competitive field.
Across 1,172 AI responses, Alphabet is mentioned most, named in 57% of them, followed by Microsoft (48%) and Amazon (44%).
Parse measures each brand's mention rate — the share of answers naming it — across 1,172 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
Initial responses in November recommended a mix of specialized tools like Nanonets and Energent.ai. By December and January, answers consistently consolidated around the major cloud platforms, with
Google Cloud Document AI,
Azure AI Document Intelligence, and
becoming the dominant recommendations for scalable, API-driven extraction.
Initial responses in November recommended a mix of specialized tools like Nanonets and Energent.ai. By December and January, answers consistently consolidated around the major cloud platforms, with
Google Cloud Document AI,
Azure AI Document Intelligence, and becoming the dominant recommendations for scalable, API-driven extraction.
Early answers in October 2025 offered a wide variety of lesser-known, specialized services like Xtracto, , and Cradl. This shifted dramatically by late November, with responses from both ChatGPT and AI Overviews consistently highlighting the enterprise platforms from , , and as the primary options, supplemented by a few well-known specialists.
which AI document extraction services can i use?
Early answers in October 2025 offered a wide variety of lesser-known, specialized services like Xtracto,
Kudra, and Cradl. This shifted dramatically by late November, with responses from both ChatGPT and
Google AI Overviews consistently highlighting the enterprise platforms from
Google,
Amazon, and
Microsoft as the primary options, supplemented by a few well-known specialists.