Product
See whether a fixed page started getting cited by AI answers.
The question every SEO team gets asked: did it work? For the changes you check, SearchVoro records whether the updated page started getting cited in AI answers afterward — including when nothing moved — so you can see what followed each change instead of guessing.
What you get
- Before-and-after citation checks for the pages you change
- Honest records, including no-change and setbacks
- Self-improving recommendations
Capabilities
Inside Attribution
Did-the-fix-get-cited
After a change ships, SearchVoro checks whether the updated page was cited in later observations and records the result.
Rank history for context
Rankings keep a per-keyword position history, so you can review movement around the same dates. Sequence is association, not proof.
Learning loop
SearchVoro identifies change types most associated with later citation gains and Site Health improvements, then uses that evidence to prioritize future work.
Executive-ready evidence
Turn verdicts into a clean narrative your stakeholders can read without an SEO degree.
How it works
How Attribution works
- 1
Ship a change
Apply a fix — metadata, content, or technical — to a page you track.
- 2
SearchVoro re-checks the answers
Later AI-citation observations for that page are attached to the change record.
- 3
See what followed and repeat
Get a verdict, feed the winners back into the plan, and compound results.
FAQ
Frequently asked questions
- How do you attribute a citation to a fix?
- SearchVoro records the state before a change and re-checks afterward. The per-change record shows whether a citation was observed after deployment; it is evidence of sequence and association, not proof that the change alone caused the outcome.
- Does attribution improve future work?
- Yes. Verdicts feed a learning loop that prioritizes the change types most associated with citation and ranking gains in your data.
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