Three Shopify apps focused specifically on AI search visibility exist today. Each entry below was checked directly against its Shopify App Store listing in August 2026 — ratings, review counts, and pricing change over time, so verify current numbers before deciding. CrawlPod's own Shopify app isn't included as a ranked entry because it isn't shipped yet.
StoreSEO
5.0 stars, 668 reviews (99% five-star). Free plan, then Lite $14.99/mo, Essential $39.99/mo, Advanced $249.99/mo (7-day trial on paid tiers). The most complete of the three: AI meta/tag generation, bulk image optimization, llms.txt generation, JSON-LD and FAQ schema, Google Search Console/Analytics integration, AI blog content, local SEO, keyword tracking, technical SEO audits with scoring, and multilingual support on the top tier. Best fit if you want AI visibility bundled into a broader, mature SEO toolkit. Listing · Full comparison
FSEO
4.1 stars, 12 reviews (75% five-star, 17% one-star). Free plan, then $29/mo, $79/mo, or $299/mo. Narrower and newer than StoreSEO, but with a feature StoreSEO's listing doesn't mention: AI citation and ranking tracking — monitoring whether and how a store actually gets referenced in AI-generated answers. Best fit if citation tracking specifically is the priority and a small review sample is an acceptable trade-off. Listing · Full comparison
LLM Rank
5.0 stars, but only 1 review — too new to draw much conclusion from the rating itself. Free plan (up to 100 products, 50 collections) or Pro at $9/mo (unlimited content, custom instructions, 100+ bot controls). Generates llms.txt, llms-full.txt, and agents.md, with flexible sync schedules. Cheapest paid tier of the three by a wide margin. Best fit for a small catalog wanting the basic files in place cheaply, with the caveat that its actual track record is not yet established. Listing
Where this leaves CrawlPod
CrawlPod's Shopify app is in development — join the waitlist to be notified when it ships. What's available today regardless of which app a store uses: a free scanner that checks crawler access, content readability, structured data, and agentic-readiness on any URL, no account required, and the open-source ai-visibility npm package for anyone building on Next.js or Node.js directly.