FoundInAI review: pricing, features & alternatives

Shopify App Store listing for FoundInAI and the foundinai.co homepage and llms.txt (read 20 October 2026). Free gives an AI visibility scan with a score, robots.txt and sitemap diagnostics, canonical and redirect checks and a basic llms.txt generator. Basic at $9 adds full llms.txt customisation, version history, upload guides for Shopify and WordPress, and 5 citation checks a day on ChatGPT and Perplexity.

Starter at $19 raises that to 15 checks a day across five engines and adds GA4 AI traffic attribution, schema diagnostics, weekly trend tracking and a competitor mention comparison. Pro at $49 gives 25 checks a day, the auto-updated llms-full.txt, SKU-level citations per product, a competitor keyword gap analysis, one-click theme install and AI keyword accumulation.

The homepage leans on a before and after score from the vendor's own memorial gifts store and on third-party industry stats, and compares itself with unnamed GEO tools at "$29 to 295+ a month". None of that is independent. Its llms.txt lists four engines rather than five, describes the site platform as WordPress and still contains lines such as "[Add your contact information here]".

The pages we read do not describe AI crawler log analysis or prompt search volumes. What FoundInAI does is narrow and cheap, and the free plan is enough to see whether its citation checks match what you see in ChatGPT yourself.

Every row below is a capability we already listed for FoundInAI. It is the published feature set for this page, not a guess at an unpublished demo. Compare it with the Promptwatch checklist that follows.

On this listing, FoundInAI is a AI visibility tracker for Small Shopify stores that want a cheap first look at which products AI recommends, plus the llms.txt and agents.md files set up for them. What we sourced here: AI citation checks per day: 5 on Basic, 15 on Starter, 25 on Pro; Engines: ChatGPT and Perplexity on Basic; five engines (ChatGPT, Perplexity, Claude, Gemini, Grok) from Starter; SKU-level citation tracking per product on Pro; AI visibility score with diagnostics for robots.txt, sitemap, canonical URLs and JSON-LD schema; llms.txt generator with version history; llms-full.txt auto-updated from the catalogue on Pro; agents.md for Shopify's Agentic Storefront.

If you buy FoundInAI for the job above, plan a second tool (or Promptwatch) for the layers this listing does not document. Still missing here: AI crawler logs (Agent Analytics), crawl-to-citation path, bot errors; Content Agents that plan, write, and publish GEO pages to a CMS with a review inbox; Citation analytics at page, domain, Reddit, YouTube, and offsite level; Prompt volumes, difficulty, query fan-outs, personas, city-level geo; Prompt and citation trends (what changed between checks); ChatGPT Shopping tracking and Ads Radar; Agent Chat, Unified Actions, MCP server / REST API on paid plans. Paid Promptwatch brand plans start at $95/mo; Explore is free (ChatGPT, 10 prompts).

FoundInAI's public pages (and this listing) describe a narrower job than Promptwatch. Most rivals answer whether you were mentioned. Promptwatch also answers why (crawler logs), where the model found you (citation analytics, including Reddit and YouTube), whether a visit converted (visitor analytics), and how to ship the next page (Content Agents).

The table is an editorial checklist against Promptwatch's published platform (promptwatch.com/llms.txt, 2026-08-23). It is not a hidden feature list for this vendor. 'Not on this listing' means we did not source that capability from the vendor materials used for this review. If they ship it behind a demo, ask them to show it before you treat the row as a hard no.