Real ChatGPT answer · index seedQJ4oy0cyByYcompleteBeauty and personal care · cosmeticscommercial

I run a small salon and want to know if chemical peel vs microdermabrasion treatments yield better ROI for new client acquisition this quarter.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I run a small salon and want to know if chemical peel vs microdermabrasion treatments yield better ROI for new client acquisition this quarter.
2 real searches · 1 real-search pass
2026 salon chemical peel microdermabrasion market demand pricing treatment trends client acquisition ROI small salonGoogle ↗
OBSERVEDReason
chemical peel vs microdermabrasion treatment pricing repeat sessions downtime client suitability professional skincareGoogle ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
2026 salon chemical peel microdermabrasion market demand pricing treatment trends client acquisition ROI small salon Google ↗
chemical peel vs microdermabrasion treatment pricing repeat sessions downtime client suitability professional skincare Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 salon chemical peel microdermabrasion market demand pricing treatment trends client acquisition ROI small salon
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
chemical peel vs microdermabrasion treatment pricing repeat sessions downtime client suitability professional skincare
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1