Prompt
I'm trying to find something that can summarize long documents and also show the underlying citations. What should I use?
Latest observation
Oct 9, 2026
OpenAI APIWeb search: off
If you want summaries of long documents with traceable citations, look for a tool that supports retrieval-augmented generation (RAG) or grounded summarization. The best choice depends on whether you want a consumer app or something for your own workflow / product.
Good options to consider
1. ChatGPT with file uploads / GPTs
- Can summarize long PDFs, docs, and pasted text.
- Can often point to relevant passages if you ask it to.
- Best for: quick analysis, interactive Q&A, drafting summaries.
- Limitation: citations may be less formal unless the source text is well-structured.
2. Claude
- Very strong at long-document summarization.
- Handles large context windows well.
- Can reference source passages when prompted.
- Best for: long reports, contracts, research papers.
3. Perplexity
- Strong at search-backed answers with citations.
- Good when your document sources are web-based or you want cited summaries from multiple sources.
- Best for: research and fact-checkable summaries.
4. Microsoft Copilot / Google Gemini
- Good if your documents live in Microsoft 365 or Google Workspace.
- Can summarize docs and sometimes link back to source material.
- Best for: enterprise document workflows.
5. Specialized enterprise tools
If you need citations that are reliable and auditable, look at:
- Glean
- Hebbia
- Adobe Acrobat AI Assistant
- Notion AI (for internal docs, lighter-weight)
- Elicit (research papers with citations)
What to look for
When evaluating a tool, check whether it:
- Keeps citations linked to exact passages
- Supports PDFs, Word docs, and large files
- Can quote or highlight source sections
- Works on your private documents securely
- Lets you export summaries with citations
Best pick by use case
- Research papers / articles: Perplexity or Elicit
- Private long PDFs / contracts: Claude or ChatGPT
- Office docs: Copilot or Gemini
- Enterprise knowledge base: Glean or Hebbia
If you want, I can recommend the single best tool based on:
- the types of documents you have,
- whether you need browser-based or API-based access, and
- how strict the citation requirements are.