Real ChatGPT answer · index seedyycNYMTBsZMcompleteB2B software · AI and automation toolsinformational
Our legal tech startup needs to parse hundreds of dense PDF contracts today. What OCR and layout analysis tools provide the highest accuracy for multi column text and signature blocks?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Our legal tech startup needs to parse hundreds of dense PDF contracts today. What OCR and layout analysis tools provide the highest accuracy for multi column text and signature blocks?
5 real searches · 1 real-search pass
2026 OCR document layout analysis tools multi-column PDFs signature detection contract extraction Azure Document Intelligence Google Document AI AWS Textract ABBYY VantageGoogle ↗
OBSERVEDInstruction
Azure AI Document Intelligence layout model reading order paragraphs tables selection marks official documentationGoogle ↗
OBSERVEDOther / navigational
Google Document AI layout parser OCR reading order tables official documentationGoogle ↗
OBSERVEDOther / navigational
AWS Textract layout feature reading order signatures detection official documentationGoogle ↗
OBSERVEDInstruction
ABBYY Vantage OCR complex layouts multi-column documents officialGoogle ↗
OBSERVEDOther / navigational
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (5)
Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT5 real searches · gpt-6
2026 OCR document layout analysis tools multi-column PDFs signature detection contract extraction Azure Document Intelligence Google Document AI AWS Textract ABBYY Vantage Google ↗
Azure AI Document Intelligence layout model reading order paragraphs tables selection marks official documentation Google ↗
Google Document AI layout parser OCR reading order tables official documentation Google ↗
AWS Textract layout feature reading order signatures detection official documentation Google ↗
ABBYY Vantage OCR complex layouts multi-column documents official Google ↗
- Analyzing Documents · docs.aws.amazon.com
- AnalyzeDocument · docs.aws.amazon.com
- Custom extractor with generative AI | Document AI | Google Cloud Documentation · docs.cloud.google.com
- Custom extractor with generative AI | Document AI | Google Cloud Documentation · docs.cloud.google.com
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 OCR document layout analysis tools multi-column PDFs signature detection contract extraction Azure Document Intelligence Google Document AI AWS Textract ABBYY Vantage OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Azure AI Document Intelligence layout model reading order paragraphs tables selection marks official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Google Document AI layout parser OCR reading order tables official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
AWS Textract layout feature reading order signatures detection official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
ABBYY Vantage OCR complex layouts multi-column documents official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |