Judge AI Search Accuracy by Checking Sources and Original Text
Break the answer into facts, numbers, regulations, and research conclusions, then verify source identity and support one by one.
How to Judge Whether an AI Search Answer Is Trustworthy
The source exists
Verify title, author, date, and publisher.
The source supports the claim
The original text must support the object, value, relationship, and conditions.
The source type is suitable
Use appropriate primary sources for rules, statistics, and research findings.
Citation format only helps location
Complete formatting does not prove authenticity or support.
Retain the search scope
Record databases, queries, and dates.
Verify critical content individually
Check important numbers, regulations, conclusions, and citations one by one.
AI Search Answer Verification Workflow
List items to verify
Separate sources and key numbers.
Open every source
Confirm identity and publication type.
Compare claim and original
Check objects, values, scope, and limitations.
Retrieve missing sources
Search again for unsupported claims.
Record the decision
Mark each claim as use, revise, or delete.
| Claim to verify | Source | Original location | Conditions | Decision |
|---|---|---|---|---|
| Fact, number, or research conclusion | Publisher and link | Page, section, or table | Object, time, and scope | Use, revise, or delete |
Retrieve Candidate Sources Before Generating an Answer
Retrieve candidate papers first, generate from the results, and retain source details for verification.
- Retrieve papers by topic
- Retain titles, authors, sources, and links
- Find candidate citations for existing text
- Generate sourced answers from uploaded material
Frequently Asked Questions
Does correct citation formatting prove authenticity?
No. Verify through DOI, publisher pages, institutional sites, or databases.
Does retrieval eliminate hallucinations?
No. Search can miss papers and models can misread them; critical claims still require verification.
What if citations in a draft are wrong?
Delete false citations, search by claim again, and use only sources whose original text directly supports it.
How can Acadwrite help?
It can retrieve candidate papers and match citations to text, while users still verify the originals.
Verify Content Before Adding It to a Document
Confirm source identity and support before writing a claim into the text.