Real ChatGPT answer · index seedJDRt9ml8hnYcompleteBeauty and personal care · oral careinformational

What is the clinical protocol for managing peri-implantitis around titanium dental implants using modern laser-assisted decontamination techniques?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the clinical protocol for managing peri-implantitis around titanium dental implants using modern laser-assisted decontamination techniques?
2 real searches · 1 real-search pass
EFP S3 clinical practice guideline treatment of peri-implant diseases peri-implantitis surgical non-surgical laser adjunct 2023Google ↗
OBSERVEDInstruction
peri-implantitis laser decontamination Er:YAG diode photodynamic therapy systematic review clinical outcomes guidelineGoogle ↗
OBSERVEDConsequence

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 (2)
Short factOther / navigationalComparisonConsequence50%ReasonDefinitionInstruction50%Yes / no

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

Searches and sources

ChatGPT2 real searches · gpt-6
EFP S3 clinical practice guideline treatment of peri-implant diseases peri-implantitis surgical non-surgical laser adjunct 2023 Google ↗
peri-implantitis laser decontamination Er:YAG diode photodynamic therapy systematic review clinical outcomes guideline Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
EFP S3 clinical practice guideline treatment of peri-implant diseases peri-implantitis surgical non-surgical laser adjunct 2023
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
peri-implantitis laser decontamination Er:YAG diode photodynamic therapy systematic review clinical outcomes guideline
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1