Real ChatGPT answer · index seedJotnlZkbEdscompleteHealth and wellness · vision carecommercial

Review the clinical efficacy of Epi-On versus Epi-Off corneal collagen cross-linking for progressive keratoconus in terms of halting progression and visual recovery speed.

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Review the clinical efficacy of Epi-On versus Epi-Off corneal collagen cross-linking for progressive keratoconus in terms of halting progression and visual recovery speed.
3 real searches · 1 real-search pass
epithelium-on versus epithelium-off corneal cross-linking keratoconus randomized trials meta-analysis progression Kmax visual acuity 2024Google ↗
OBSERVEDConsequence
Cochrane transepithelial versus epithelium-off corneal cross-linking keratoconus reviewGoogle ↗
OBSERVEDReason
FDA Photrexa KXL epithelium off progressive keratoconus trial 5 year outcomesGoogle ↗
OBSERVEDReason

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.

ChatGPT real searches (3)
Short factOther / navigationalComparisonConsequence33%Reason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
epithelium-on versus epithelium-off corneal cross-linking keratoconus randomized trials meta-analysis progression Kmax visual acuity 2024
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Cochrane transepithelial versus epithelium-off corneal cross-linking keratoconus review
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FDA Photrexa KXL epithelium off progressive keratoconus trial 5 year outcomes
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1