objections
When not to optimize for AI visibility
Honest cases where AEO should wait — and what to do instead so you do not waste a Fix Sprint.
TopMention sells AI visibility work. We still believe in sequencing.
Wait (or go light) when
- The catalog is about to relaunch (fix schema twice is waste)
- Legal has frozen public claims (citability will be empty)
- You cannot allow any fetching of PDPs for compliance reasons
- The business has no retention/unit economics to support demand you might win
Do not wait when
- Competitors are already named on your money prompts
- Security apps are blocking AI crawlers by accident
- Hero SKUs lack basic Product schema/GTINs
- You are entering a category where AI research is clearly happening
Better moves while you wait
- Clean product data in Shopify
- Decide brand entity string
- Draft content briefs (template)
- Baseline a private scan so you know the starting point
Related: AEO ROI.