AI Citation Verification: Detect Fake, Misaligned, or Weak Sources

TL;DR

AI citations fail in 3 ways: fake, misaligned, or too weak for the claim.
Verify existence, alignment, and strength.
Clarity flags source/claim mismatch and overconfident sourcing.

AI Citation Verification (and Source–Claim Alignment)

Not AI search monitoring. Not authorship detection. This page is about verifying citations inside your draft so claims are supported by sources that are real, relevant, and strong enough.

The 3 checks

1) Existence

Is the source real?
Are title/author/date correct?
Does the DOI/URL resolve?

2) Alignment

Does the source support the exact claim?
Or is it merely adjacent?

3) Strength

Is the source appropriate for the claim type (causal, medical/safety, market sizing)?
Does it match the certainty level used in the draft?

Common failure modes

Fabricated papers/journals
Real source, wrong conclusion
Outdated sources used for current claims
Low-trust sources for high-stakes assertions

Citation verification checklist

[ ] Source exists (valid URL/DOI)
[ ] Source is credible for the domain
[ ] Source supports the claim (directly)
[ ] Date is appropriate
[ ] Claim certainty matches source certainty
[ ] Tier-A claims have strong sources

How Clarity helps

Clarity flags hallucinated citations, weak or misaligned sources, and overconfident claims that aren’t actually supported—and suggests surgical edits.