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Attribution models

Self-reported attribution: asking 'how did you hear about us?'

Self-reported attribution asks the buyer directly — usually a 'how did you hear about us?' field — instead of inferring from tracking. It captures untrackable and dark-funnel influence that analytics miss, but it trades cookie blind spots for human memory bias. The two methods are complements, not rivals.

Partially verified

What this means

Rather than infer the source from referrers and UTMs, you ask. A short 'how did you hear about us?' question at signup or checkout captures the buyer's own account of what influenced them — including channels that never produced a trackable click.

Strengths and biases

It reaches the dark funnel: a respondent can credit a podcast or a colleague that no analytics tool recorded. But it is filtered through memory: people forget early touches, over-credit the most recent or most memorable one, and answer inconsistently if options are free-text. Sparse response rates add noise.

Use it as a directional complement to tracking — strong where tracking is blind, weak where tracking is precise — and never as a sole system of record.

How it appears in analytics and logs

When self-reported sources name channels (a podcast, a friend) that attribution shows as direct, you are seeing dark-funnel influence that tracking-based models missed.

Diagnostic use case

Add a self-reported source question to capture influence tracking cannot see, while treating the answers as fuzzy, recency-biased signal rather than precise data.

What WebmasterID can help detect

WebmasterID can combine self-reported source signals with first-party path data, keeping each labelled by confidence rather than blended into false precision.

Common mistakes

Privacy and accuracy notes

Self-reported fields collect what a person volunteers; keep them optional, avoid PII beyond what is needed, and store coarsely. WebmasterID favours aggregate handling. Educational, not legal advice.

Related pages

Sources and verification notes

Last reviewed 2026-06-24. Facts are checked against primary/official sources where available; uncertain specifics are marked “Data not yet verified” rather than guessed.