Real ChatGPT answer · index seedID2VT9q54nccompleteHealth and wellness · dental carecomparison

What is the difference between LANAP laser gum treatment and traditional surgery for bleeding gums and bone loss around teeth?

ChatGPTgpt-61 query10/30/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the difference between LANAP laser gum treatment and traditional surgery for bleeding gums and bone loss around teeth?
1 real search · 1 real-search pass
LANAP versus traditional periodontal surgery evidence systematic review clinical outcomes bone regeneration periodontitis American Academy of PeriodontologyGoogle ↗
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

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LANAP versus traditional periodontal surgery evidence systematic review clinical outcomes bone regeneration periodontitis American Academy of Periodontology
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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