AI visibility by industry
Categories do not behave the same way. In some, the answer slot is held by a booking or rating platform; in others it belongs to the best-of layer; in a few it is still won from the business's own site. Which one you are in decides what work is worth doing, and getting it wrong is how a year of content produces no citations.
There are 5 pages here rather than thirty. An industry gets a page only where our slot classifier already carries the platforms that hold that category's answers, so every page names the actual domains instead of describing a capability in the abstract. If your category is not here, the measurement still works; what is missing is the named platform layer, and we would rather say so than write the page anyway.
AI visibility for healthcare practices
For most healthcare queries the answer slot is held by the booking and rating directories rather than by any practice's own site, so the lever that moves you is presence on that layer, not another page about your services.
zocdoc.comhealthgrades.comyelp.com
AI visibility for home services and trades
Home services queries are the most directory-dominated category we measure, so the first honest question is not how you rank but whether the platform the engine reads has you listed, complete and consistent.
angi.comthumbtack.comcheckatrade.comhipages.com.auhomestars.comyelp.com
AI visibility for hotels, restaurants and travel
Travel and dining answers lean heavily on the review aggregators, which means your visibility is largely a function of a layer you do not own, and the useful work is making that layer accurate about you.
tripadvisor.comyelp.com
AI visibility for B2B software
Software queries are answered from the review and best-of layer far more than from vendor sites, so the lever is placement and accuracy on that layer, and the fastest wins are usually the lists you are already nearly on.
g2.comcapterra.comtrustpilot.comreddit.com
AI visibility for professional services firms
Firm-selection answers run through the directory and ranking sites that specialise in vetting firms, so the lever is presence and accuracy on that layer, in the specific categories you actually want to be chosen for.
clutch.codesignrush.comgoodfirms.cothemanifest.comupcity.com
None of this is assumed about your business. Your report classifies each of your money queries from your own measured answers, and where it disagrees with one of these pages, it is the report that is right.