Real ChatGPT answer · index seedBF1RzLScADocompleteBeauty and personal care · oral carecomparison

Which is more cost effective for an older adult needing a smile makeover porcelain veneers or composite dental bonding?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which is more cost effective for an older adult needing a smile makeover porcelain veneers or composite dental bonding?
1 real search · 1 real-search pass
porcelain veneers vs composite bonding cost lifespan older adults dental association guidanceGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
porcelain veneers vs composite bonding cost lifespan older adults dental association guidance Google ↗
  1. Veneers · mouthhealthy.org
  2. Bonding & Veneers · cda-adc.ca

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
porcelain veneers vs composite bonding cost lifespan older adults dental association guidance
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1