Real ChatGPT answer · index seednLIDpA6PhtocompleteHealth and wellness · vision carecommercial

How reliable are at-home visual acuity apps compared to a traditional refraction test performed by a licensed optometrist?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How reliable are at-home visual acuity apps compared to a traditional refraction test performed by a licensed optometrist?
2 real searches · 1 real-search pass
clinical validation smartphone visual acuity apps accuracy compared with standard visual acuity testing refraction optometrist studyGoogle ↗
OBSERVED
American Academy Ophthalmology online vision tests visual acuity apps limitations refraction eye examGoogle ↗
OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
clinical validation smartphone visual acuity apps accuracy compared with standard visual acuity testing refraction optometrist study Google ↗
American Academy Ophthalmology online vision tests visual acuity apps limitations refraction eye exam Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
clinical validation smartphone visual acuity apps accuracy compared with standard visual acuity testing refraction optometrist study
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
American Academy Ophthalmology online vision tests visual acuity apps limitations refraction eye exam
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1