The moments that trigger the question
Dental moments are urgency-shaped: the emergency that cannot wait for Monday, the insurance change forcing a switch, the cosmetic question researched privately, the second opinion on a five-figure treatment plan, the anxious patient hunting for gentleness. Each phrase pulls different evidence, emergency asks check hours and availability, anxiety asks check review language.
The sources the answers lean on
For dentist recommendations, assistants verify licensing, insurance participation as listed across directories, review platforms with volume and recency, and practice sites stating services, hours and insurance plainly. Review language is destiny in this category: painless, patient, explained everything become the exact framing assistants repeat to the anxious asker.
Why the same dentists keep winning
Practices that keep getting named have consistent directory data, insurance lists that match everywhere, review bases whose language covers the moments they win, and service pages that answer cost and process questions honestly. Independent practices hold their own against chains easily here, review specificity is the currency and it is earned per chair.
Run the test yourself, and what dentists can do about it
The test costs nothing: ask ChatGPT, Gemini, Claude and Perplexity the questions above, phrased the way a real person would say them, and write down who gets named and what sources appear. Run each question twice on different days, since answers vary and patterns matter more than single runs.
For practices, the fixes: reconcile insurance and hours across every directory, publish honest cost and procedure pages, and cultivate reviews that mention the experiences you want to win. For dentists that want the systematic version, the free Aethon audit runs your real buyer questions across all four assistants with screenshots, and the dental playbook turns the gaps into a work plan.