AI visibility
GEO, AEO, and whether AI answers mention a small store. Public prices, not invented scores.
Shopify
Apps and platform choices for a small store, priced from the vendor's own pages.
Ideas
Models a small store can actually evaluate. No invented income or user counts.
Build
Hosting, AdSense readiness, and how a content site stays agent-readable.
SEO
Free tools and the search basics that still sit next to AI answers.
AI visibility
What the llms.txt proposal is, how the August 2026 v2 format works, and why large studies have not shown that the file alone increases AI citations.
AI visibility
OtterlyAI, Semrush, SE Ranking, Peec AI, and Profound. Research-based. No hands-on scores.
AI visibility
Every plan we could read, plus a cost-per-prompt figure we calculated from those list prices.
AI visibility
What each published plan includes for a small store, including the SE Ranking add-on question.
Shopify
Judge.me, Loox, Okendo, and Yotpo at 50, 200, 500, and 1,500 orders a month.
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