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Which document parsing API handles scanned tables best and can you give me a working implementation snippet for Node js

ChatGPTgpt-64 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which document parsing API handles scanned tables best and can you give me a working implementation snippet for Node js
4 real searches · 1 real-search pass
2026 document parsing API scanned tables comparison Azure Document Intelligence Google Document AI AWS Textract table extraction official docsGoogle ↗
OBSERVEDComparison
Azure AI Document Intelligence Node.js SDK prebuilt-layout tables official documentationGoogle ↗
OBSERVEDOther / navigational
Google Cloud Document AI Node.js table extraction tables official documentationGoogle ↗
OBSERVEDOther / navigational
Amazon Textract AnalyzeDocument TABLES Node.js SDK JavaScript official documentationGoogle ↗
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 (4)
Short factOther / navigational75%Comparison25%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
2026 document parsing API scanned tables comparison Azure Document Intelligence Google Document AI AWS Textract table extraction official docs Google ↗
Azure AI Document Intelligence Node.js SDK prebuilt-layout tables official documentation Google ↗
Google Cloud Document AI Node.js table extraction tables official documentation Google ↗
Amazon Textract AnalyzeDocument TABLES Node.js SDK JavaScript official documentation Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 document parsing API scanned tables comparison Azure Document Intelligence Google Document AI AWS Textract table extraction official docs
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Azure AI Document Intelligence Node.js SDK prebuilt-layout tables official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Google Cloud Document AI Node.js table extraction tables official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Amazon Textract AnalyzeDocument TABLES Node.js SDK JavaScript official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1