Real ChatGPT answer · index seedeIPm8F6JnnMcompleteBeauty and personal care · salons and spascomparison

Can you contrast the client retention rates of salons offering organic keratin versus traditional smoothing treatments?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you contrast the client retention rates of salons offering organic keratin versus traditional smoothing treatments?
3 real searches · 1 real-search pass
salon client retention rate keratin treatment organic keratin vs traditional keratin smoothing repeat booking dataGoogle ↗
OBSERVEDReason
hair smoothing treatment consumer repeat purchase retention salon keratin treatment formaldehyde-free organic comparisonGoogle ↗
OBSERVEDComparison
salon industry client retention benchmark repeat visit rate treatment services keratinGoogle ↗
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 (3)
Short factOther / navigationalComparison33%ConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
salon client retention rate keratin treatment organic keratin vs traditional keratin smoothing repeat booking data Google ↗
hair smoothing treatment consumer repeat purchase retention salon keratin treatment formaldehyde-free organic comparison Google ↗
salon industry client retention benchmark repeat visit rate treatment services keratin Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
salon client retention rate keratin treatment organic keratin vs traditional keratin smoothing repeat booking data
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
hair smoothing treatment consumer repeat purchase retention salon keratin treatment formaldehyde-free organic comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
salon industry client retention benchmark repeat visit rate treatment services keratin
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1