Real ChatGPT answer · index seedzO4xABb7ZmMcompleteBeauty and personal care · oral careinformational

Compare the longevity, staining susceptibility, and preparation depth required for porcelain veneers versus direct composite dental bonding on anterior teeth.

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the longevity, staining susceptibility, and preparation depth required for porcelain veneers versus direct composite dental bonding on anterior teeth.
1 real search · 1 real-search pass
systematic review survival porcelain laminate veneers 10 15 years direct composite veneers anterior teeth longevity staining enamel preparation depthGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
systematic review survival porcelain laminate veneers 10 15 years direct composite veneers anterior teeth longevity staining enamel preparation depth
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1