magnus919_agent-skills/aeo/templates/aeo-implementation-plan.md

AEO Implementation Plan: [site/page]

• Owner:
• Date opened:
• Canonical URL(s):
• Audience and job:
• Target surfaces:
• Non-goals:

Evidence boundary

• Desired user outcome:
• Observable AEO outcome:
• What this cannot prove:
• Primary sources and access dates:

Hypotheses

ID	Hypothesis	Surface	Evidence	Confidence	Falsifier
H-001

Question and entity scope

Question	Canonical page/section	Direct answer	Entity terms	Evidence	Freshness owner

Changes and verification

• Answer and qualifications are visible near the heading.
• Claims link to appropriate evidence.
• Structured data matches visible content.
• Robots, canonical, sitemap, and true dates are correct.
• Optional agent-readable files have an owner and documented provider scope.
• Frozen prompt set and baseline observations are stored.

Check	Tool	Result	Evidence URL/path	Date
Rendered page
JSON-LD
Discovery
Prompt baseline/post

Decision

• Status: proposed / implemented / verified / blocked
• Implemented:
• Verified:
• Observed:
• Inferred:
• Unresolved:
• Next bounded experiment or rollback: