METRICS

Attribution: First-Party Data First

In dark space, a central dense matrix embeds particles; surrounding sparse particles float without merging, representing attribution based on one party's data with third-party data only for verification
AI visibility attribution relies on own tracking and server logs; third-party tools are for cross-verification, with data from different sources not added or adjusted to align differences

IN ONE SENTENCE

Attribution for AI visibility runs on first-party analytics and server logs; third-party tools are for cross-checking only.

Attribution for AI visibility runs on first-party analytics and server logs; third-party tools are for cross-checking only.

OUR POSITION

Different sources measure different things: **do not sum them, and do not adjust one to close a gap**. When numbers disagree, explain the gap rather than removing it.

01

Why server logs cannot be substituted

Requests that do not execute JavaScript never reach front-end analytics, so almost all AI-side crawling is invisible there. If you want to know whether content is being fetched, logs are the primary source.

Logs also answer a question nothing else does: did the crawler receive the full body copy or a shell. Nothing but a log check reveals that.

02

What each source can answer

First-party analytics: post-visit behaviour and enquiries — covering only the people who took an action.

Server logs: who fetched what, and what was returned.

Webmaster tools: search-side impressions and clicks, on the platform's own definitions.

Web analytics: sessions and channels, blind to requests that do not run JavaScript.

03

Three rules

Give AI platform referrers their own channel group so they do not land in Direct / Other.

The portion with no referrer can only be estimated — and estimates must be labelled as estimates in the report.

Traffic figures from third-party estimation tools are for order-of-magnitude and competitive comparison, never as an acceptance baseline.

Data behind this page

1.08%

AI referrals as a share of total site traffic

Source：Conductor, across 13,770 domains，2025

1.13B

Monthly AI-platform referrals to the top 1,000 sites

Source：Similarweb, via TechCrunch; up 357% YoY，2025-06

Sources

  1. [1]Google users are less likely to click on links when an AI summary appears．Pew Research Center．2025-07-22
  2. [2]Optimizing your website for generative AI features on Google Search．Google Search Central．2026-05-15

Updated 2026-08-10