Visibility score
42.8
+8.6 ptsAcross 50 prompts and four engines
EXECUTIVE CONTROL
AEO growth system
Measure answer-engine visibility, connect it to commercial outcomes, turn gaps into governed content, and learn which interventions create growth.
Safe acceptance mode. Every number below is deterministic fixture data. Buttons exercise durable workflows without calling providers or changing Shopify.
Answer share
38%
+6.2%Answers mentioning Elle & Riley
Owned citation share
12.4%
+3.1%Citations to owned domains
Answer accuracy
93.7%
+1.8%Against approved fixture canon
VISIBILITY TREND
Brand presence is compounding
Jul 27Aug 3Aug 9
Elle & RileyPrior period
ENGINE COVERAGE
Four comparable proxy views
ChatGPT proxy
50/50 samples
Gemini proxy
50/50 samples
Perplexity API
50/50 samples
Claude proxy
50/50 samples
TOP OPPORTUNITIES
What to do next
0191
Own the summer cashmere answer
Publish the evidence-led summer guide and strengthen collection copy.
0288
Make premium value defensible
Create a verified cost-per-wear and fiber-quality comparison.
0384
Win cashmere gifts under $500
Build a gift guide and targeted publisher evidence pack.
0479
Become the quality explainer
Consolidate micron, ply, weight and pilling evidence into one hub.
RELEASE READINESS
All four product slices are testable
R1
readyVisibility baseline
4 capabilities
R2
readyCommercial truth
4 capabilities
R3
readyInsight to action
4 capabilities
R4
readyAEO intelligence
4 capabilities
Live data remains locked behind narrow OAuth and provider credentials. Production publishing also requires approved canon and a named human decision.
ACCEPTANCE COMMANDS
Exercise the closed loop
Collect and normalize answersSync commercial truthRank growth opportunitiesGenerate and gate content