Is your store ready for AI-powered product discovery?
Audit your store's AI discovery signals across five evidence-readiness dimensions, with prioritized actions, findings, strengths, and a practical fix list.
SmartNicheTools · AI Visibility Audit
AI Visibility Report
Tell us about your store
Please fix the fields highlighted below.
Running your audit…
Searching Reddit and editorial sources for your business...
Fetching product pages from your site...
Analyzing structured data and content signals...
Scoring 5 dimensions...
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We hit an error while running your audit.
This is a matching cached report from the last 48 hours. Reusing it does not consume a scan.
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A note on how scores work:
Compare fresh audits after making changes. Findings and scores may change, but no particular score increase or recommendation outcome is guaranteed.
AI Answer Visibility — observed sample
Your Highest-Priority Actions
Pages analyzed
⚠ Content AI may be missing from your site
Dimension scores
What's working
Fix list
Patterns AI Systems Generally Struggle With
AI crawlers and shopping assistants — across the retail web generally, not specific to this analysis — tend to have trouble reading content in these formats. If any of this describes how your site is currently built, a static HTML or structured-data equivalent alongside it is worth considering.