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ANALYTICS

Attributing pipeline to organic and AI-cited traffic

The dashboard model we use to tie rankings and citations to revenue, not vanity metrics.

TTTyler TruffiManaging Partner · JUN 14, 2026 · 10 MIN READ

If you cannot tie organic and AI-cited traffic to pipeline, you cannot defend the budget.

Our model wires rankings, mention rate, and citation rank into the same dashboard as pipeline and revenue, so every content and technical investment reports against a single number instead of a pile of vanity metrics.

The hard part is AI-cited traffic, which often arrives with no referrer. We use a mix of branded-search lift, direct-traffic modeling, and self-reported attribution to close the gap credibly.

KEY TAKEAWAYReport SEO and GEO against pipeline in one place. It changes the conversation with leadership from traffic to revenue.

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TT
Tyler TruffiMANAGING PARTNER, SOMETHING INC.

Tyler leads work at the intersection of SEO and generative engines at Something Inc., helping B2B brands get ranked and cited across every major AI engine.

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