AI Visibility: check external recommendation visibility.
What is the AI Visibility bot? It checks whether a brand appears in observable public search evidence for real buyer questions and reports which other options appear. It is provided by Beansmile through Magic Bot and answers the external recommendation visibility question, not the on-site GEO scorecard question.
Typical scenarios and jobs to be done: Check whether your brand appears in observable public evidence for real buyer questions. Compare which other options appear in the same evidence set. Turn recommendation gaps into a prioritized content, listing, or PR brief.
Inputs and outputs: provide the brand, aliases, market context, and 3–10 real buyer questions. The bot returns observed public search evidence with links and read dates, other options only when they appear, up to five prioritized opportunities, and notes on sources that could not be read.
How do I start? Create a Magic Bot account, install this bot in the console, copy its setup note into Codex, Cursor, Grok Bot, or a similar AI assistant, then ask for the real job in plain language. The same workflow is available at https://magicbot.beansmile.ai/bots/ai_visibility.
How this differs from similar bots
AI Visibility answers whether a brand is being recommended in external public evidence for buyer questions. Shopify GEO Evaluation scores the on-site readiness of a public Shopify storefront. AI Visibility is not an on-site GEO scorecard, and the two are designed to complement each other.
Frequently asked questions
Does AI Visibility guarantee that AI systems will recommend my brand? No. It reports point-in-time public evidence for the questions and market provided. Search and AI recommendations change, so the result is evidence for planning rather than a guarantee.
Does it require a Shopify store? No. AI Visibility starts from a brand, market, and buyer questions. It can use a public site as context but does not require a Shopify storefront.
Public pages
Bots · Create an account · Console · Billing · FAQ · About · Contact · Examples · Install in Cursor · Agent guide · Privacy · Terms