methodology
Shopify AI visibility scorecard (template)
A one-page scorecard template for founders and VPs to review AI visibility weekly — SoV, tech, content, citations.
Scorecard sections
1) Outcomes
- Blended SoV
- Per-model SoV
- Money-prompt SoV (best-of + shopping only)
2) Technical readiness
- AI fetch pass (home + 5 PDPs)
- Product schema pass (hero SKUs)
- Shopping readiness (offers/GTIN)
- llms.txt present
3) Content coverage
- # money prompts with owner URL
- # FAQs shipped this month
- Collections with direct-answer intros
4) Citations
- New third-party mentions
- Perplexity source appearances (qualitative OK)
How to use it
Review in 15 minutes weekly. Pair with operating rhythm. Definitions in /dictionary.
Automation
TopMention scans populate outcomes + tech. Content/citation rows stay human-owned.