How ResearchOne works
A transparent look at shared safeguards and adaptive methods across different research goals.
How your report is made
- We turn your question into a research plan and show it to you to approve before anything runs—including the report type and how the findings will be checked.
- We find and rank relevant sources, then read them.
- We draft findings with a citation for every finding.
- Double-check restates each main finding in its strongest form, then tests it against other sources and the original records, and tells you whether it holds up. Investigations also gather what the sources on each side say, for comparison.
- We keep genuine disagreements between sources visible instead of hiding them.
- We verify every citation before finalizing, and you can export the report.
A representative research flow
ResearchOne adapts specialist routing to the objective. This view shows a common deep-research path and where Double-check is applied.
Plan
Works out what your question needs and lists the searches to run.
Search sources
Looks for sources on the web and in published research, including angles the first searches missed.
Read sources
Reads the sources that were found and keeps the passages that bear on your question.
Check figures
Pulls the numbers and tables out of the sources and checks they are quoted exactly.
Analyze sources
Works out what the passages show when read together, and where they disagree.
Double-check
Double-check restates each main finding in its strongest form, then tests it against other sources and the original records, and tells you whether it holds up.
Write
Writes the report from the findings that were checked.
Check citations
Checks that each citation in the report points to a source that says what the report says.
Finish
Lays out the finished report and gets it ready to read and download.
Note: ResearchOne does not promise absolute truth. It structures data, keeps source disagreements visible, and runs Double-check on the findings before the final report.
Why every report gets a Double-check
Double-check restates each main finding in its strongest form, then tests it against other sources and the original records, and tells you whether it holds up. Example: Finding: 'CISA requires paper ballots.' Double-check opens CISA's own document and finds the requirement → Holds up. How thorough it is depends on the request: a statement to be verified is tested harder than a how-to guide.
- Tests how well each finding is supported
- Identifies unsupported assertions
- Flags potential confirmation bias
- Surfaces sources that disagree
Truth is messy. Our reports reflect that.
Unlike systems that silently resolve conflicts, ResearchOne preserves source disagreements in a dedicated review layer. When sources disagree, we show you both perspectives with full context.
- Source disagreements are surfaced, not hidden
- Each conflict includes source attribution
- Severity levels help prioritize review
- Resolution notes when conflicts are resolved
How ResearchOne thinks
In an investigation, ResearchOne includes less common findings, disputed data and other explanations when they matter to the question — so you can see everything the sources say, not just the easiest summary.
Choosing the report type
Before planning starts, ResearchOne reads your request and picks one of its report types — from a quick lookup of one fact to a full investigation or a fact-check. The report type decides which steps run and how the report is laid out. You see the report type, and how sure we are of it, on the plan screen, and you can change it there before anything runs.
Sources first, then Double-check
Sources are found and read before any findings are written. The findings are then drafted from those sources, with a citation for every finding. Double-check restates each main finding in its strongest form, then tests it against other sources and the original records, and tells you whether it holds up. Example: Finding: 'CISA requires paper ballots.' Double-check opens CISA's own document and finds the requirement → Holds up. This happens before you see the report.
Investigations and fact-checks
For an investigation, a fact-check, a story verification or a case for a position, ResearchOne gathers what the sources for and against say and sets them side by side. The goal is a balanced account: the strongest case on each side, including less common findings and other explanations when they matter to your question.
Source disagreements stay visible
When sources really do disagree, ResearchOne keeps a record of the disagreement. Both findings appear in the final report, each with its sources and a note on how serious the conflict is. The report never smooths a real conflict into false agreement. You can look at every recorded disagreement and the sources behind it.
Research posture by path
Double-check tests the findings and shows what it found as notes beside the report. Used for factual reports, how-to guides and lookups.
Double-check tests the findings first and the report is written from what stood up. Used for fact-checks, investigations and story verifications.
The report makes the best-supported case for a position you named, then sets out the case against it. Used for a case for a position.
See the methodology in action
Explore a complete research report to see how planning, source reading, analysis, and verification combine into a cited dossier.