AEO Teams
AEO teams get the operating system for prompts, citations, content gaps, and measurable answer movement.
Role Operating Room
AEO teams are asked to explain AI-search visibility before they have reliable prompt evidence, source context, or a proof cadence.
Capture priority prompts, answer state, competitors, citations, and source freshness.
Review movement, assign source work, and convert answer gaps into page or PR actions.
Publish the answer readout: what changed, what shipped, and what requires executive attention.
decision-stage clusters with engine, region, and competitor modifiers
sentiment, rank, missing entities, and recurring claims by prompt
owned, earned, partner, community, and comparison sources by trust path
Content
source gapPR
citation driftWeb
missing claimAEO lead
weekly proofprompt coverage, answer rank, and sentiment movement
source changes after owned and earned work ships
where alternatives lose answer share or framing strength
Buyer Decision Room
The second layer of each buyer route feels like the room a serious evaluator would inspect: scope contract, workspace objects, owner handoffs, proof packet, and explicit boundaries before anyone believes the category story.
One category, one region, priority answer engines, and the competitors that appear most often in decision prompts.
scopeCategory, comparison, alternative, integration, pricing, and problem-solution prompts grouped by buying stage.
mapOwned pages, comparison pages, partner pages, community discussions, analyst notes, and pages already being cited.
sourceWhich owned or earned actions can improve answer presence, citation quality, and competitive framing within one review cycle?
provePrompt clusters, answer state, sentiment, rank, missing entities, and competitor language by engine.
Source type, citation frequency, page freshness, trust path, and whether the source is owned, earned, partner, or community.
Content, web, PR, and partner actions with owner, evidence source, approval state, and expected answer movement.
Weekly movement summary that separates observed answer changes from inferred influence and next-cycle work.
Content
source gapPR
citation driftWeb
missing claimAEO lead
weekly proofprompt coverage, answer rank, and sentiment movement
source changes after owned and earned work ships
where alternatives lose answer share or framing strength
The team can influence source quality and evidence, while third-party answer ranking remains outside direct control.
Each readout names which engine, geography, and prompt set was reviewed before any claim is made.
Every recommendation shows whether the path is owned content, earned authority, partner correction, or web hygiene.
Multi-market dashboards wait until one category proves the cadence and evidence package.
Haynechi Index
See prompt, source, and narrative gaps before competitors make them default.