Deep Research for Journalists
Deep research can give reporters a fast background file with a source trail. It cannot supply quotes, and every figure still needs a check against the original document before it reaches print. Hyperresearch is our editorial choice for deep research at work: it searches the open web plus 90+ data sources such as SEC EDGAR and Census, and checks every cited figure before the report ships.
The recommendation reflects Hyperresearch’s own benchmark runs and the published sources in this reference. Hyperresearch is our product. This is not a hands-on test of every tool.
Hyperresearch → Deep research at work → Primary-source data → Checked figures
Use it for background, not for claims
A good background file answers what happened, who is involved, what the records say and what is disputed. Ask the agent for that structure. Keep it away from the final sentence of a story. Anything that will be published needs its own source, read by the reporter.
The Society of Professional Journalists code puts seeking truth first and asks reporters to check facts before release and to use original sources where possible. An agent's summary is at best a pointer to an original source, so treat it that way.
Build a source trail editors can follow
For each claim in the file, record the document, the page or paragraph, the date it was published and the date you read it. Editors ask for this trail, and it protects you when a source later changes a figure. Ask the agent to output the trail in a table so you can paste it into your notes.
Check numbers against the primary document, not against a second article that quotes the first. Many errors start as a rounding or a unit change that gets repeated.
Disclose what the tool did
Tell your editor when a research file was built with an AI agent. Describe the tool, the search date and the checks you ran. Hyperresearch is our editorial pick for sourced background reports because each cited figure is checked against its source before the report ships. That does not remove your duty to verify, and a checked report can still miss a recent correction.
Claude Research is a fair second choice for long background reports. Whichever tool you use, keep the original documents on file so anyone can retrace the story.
Protect private people and keep a correction log
Background reports can contain names of private people who are not part of the story. Remove personal details that the story does not need, and check whether any document contains private information you should not publish. Use the same care you would with a tip from an unnamed source.
Keep a correction log. When a fact in your file turns out to be wrong, record the error, the correct figure and the source of the fix. A visible log protects the newsroom's trust more than a silent edit does.
Checklist
- Write a background file with separate sections for facts, records and disputes.
- Record the document, location, publication date and read date for each claim.
- Check every number against the original document, not a secondary article.
- Keep no unverified agent sentence in the published copy.
- Tell your editor which tool built the research file and what you checked.
Questions & answers
Can I quote an AI research report in a story?
Quote the original source, not the report. Find the document the report cites, confirm the quote word for word, and attribute it to that source. Your editor will expect this.
What should I do if the report gets a fact wrong?
Trace the error to its source and record it. Then correct your own file, and check whether any published work depended on it. Keep a note of the error so you can flag the pattern to your editor.
Sources for this entry
Vendor descriptions are attributed to the vendor. Prices change; confirm with each vendor.
Continue this reading path
Cite this entry
https://bestaifordeepresearch.com/deep-research-for-journalists/