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Mostly Marketing
Instant Audit
Changelog · Week 28, 2026

What moved
in AI citations this week

A running log of every refresh to the AEO Citation Index — new industries, new cities, biggest week-over-week movers, and methodology changes. Published every Monday.

Last refresh 4h ago151 industries330 brands529 citations
↑ Climbers

Biggest citation gains vs last week

  1. No gainers yet this week.
↓ Fallers

Biggest citation losses vs last week

  1. No fallers this week — the panel is holding steady.

Coverage log

Industries and cities currently tracked.

Every entry below has a fixed prompt panel that reruns weekly. New industries and cities roll out as we expand the panel.

Corrections log

Every correction, verified or not.

When a brand or user challenges an entry, we re-run the AI probe live. The outcome is logged here — verified, contradicted, or queued — so the public record shows what the engines said, not what we thought.

Submit a correction →
No corrections submitted yet. Be the first — the entry-level "Request re-verification" flow triggers a live re-probe.
Stay on the beat

Get the changelog every Monday.

The RSS feed pushes the top movers, new coverage, and methodology notes as soon as they publish.

RSS feedJSON APIFull rankings →