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Why do people struggle so much with extracting tables from PDFs and which API actually solves this problem

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

The searches the AI actually ran for this prompt.

SEED QUERY
Why do people struggle so much with extracting tables from PDFs and which API actually solves this problem
4 real searches · 1 real-search pass
PDF table extraction API comparison Azure Document Intelligence Layout AWS Textract Google Document AI table extraction 2026Google ↗
OBSERVED
official documentation Azure AI Document Intelligence tables spans cells bounding regions tablesGoogle ↗
OBSERVED
official documentation AWS Textract table extraction merged cells headersGoogle ↗
OBSERVED
official documentation Google Document AI layout parser table extractionGoogle ↗
OBSERVED

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.

Classifying 4 queries…

Searches and sources

ChatGPT4 real searches · gpt-6
PDF table extraction API comparison Azure Document Intelligence Layout AWS Textract Google Document AI table extraction 2026 Google ↗
official documentation Azure AI Document Intelligence tables spans cells bounding regions tables Google ↗
official documentation AWS Textract table extraction merged cells headers Google ↗
official documentation Google Document AI layout parser table extraction Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
PDF table extraction API comparison Azure Document Intelligence Layout AWS Textract Google Document AI table extraction 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
official documentation Azure AI Document Intelligence tables spans cells bounding regions tables
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
official documentation AWS Textract table extraction merged cells headers
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
official documentation Google Document AI layout parser table extraction
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1