Measuring AI search traffic and citations without fooling yourself

How do you identify AI referral traffic?

Create a segment or channel group matching these referrers so AI traffic is not buried in 'Other' or misattributed to direct. Volume will look small; look at conversion rate and pages per session before dismissing it.

How do you track citations?

1. 1Write down 20 to 50 questions that matter commercially, in the phrasing a real prospect would use.
2. 2Once a month, ask each across the major assistants and record: was an AI answer given, were you cited, who else was.
3. 3Keep the log in a spreadsheet with dates — the value is the trend, not any single result.
4. 4Note which of your pages was cited so you can identify what format works.
5. 5Re-test after making structural changes to a page, allowing several weeks.

Third-party tools that monitor AI citations exist and are improving. Treat their coverage as partial, because these systems are non-deterministic and personalised, and no external tool can observe them exhaustively.

What does Search Console tell you?

• Impressions steady or rising while clicks fall is the classic zero-click pattern.
• Declining click-through rate on informational queries while commercial queries hold up.
• Position stable but traffic down, which rules out a ranking cause.
• Compare year on year rather than month on month to separate this from seasonality.

Search Console does not currently break out AI Overview impressions separately, so this is inference rather than measurement. State that clearly in any report — presenting inference as data is how a measurement practice loses credibility.

What should a report actually contain?

1. 1AI referral sessions and conversions, by source, trended monthly.
2. 2Citation rate on the tracked question set, with month-on-month change.
3. 3Branded search volume, as a proxy for awareness generated by mentions.
4. 4Organic performance split by query intent, so informational decline does not hide commercial health.
5. 5A written note on what is inferred rather than measured.

What should you do with the numbers?

• Identify which content formats get cited and produce more of them.
• Identify commercially important questions where you are absent and address them specifically.
• Track whether AI-referred visitors convert better than organic — in most accounts we see, they do.
• Reassess informational content whose traffic has declined: is it still earning authority and citations, or should it be consolidated?
• Avoid over-rotating. For most businesses, traditional organic search still drives the large majority of measurable revenue.