Real ChatGPT answer · index seedmlSu9FED864completeBeauty and personal care · salons and spascommercial

What developer and toner ratio do master colorists use on how to fix orange hair without turning it completely ash gray or muddy?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What developer and toner ratio do master colorists use on how to fix orange hair without turning it completely ash gray or muddy?
1 real search · 1 real-search pass
professional hair toner mixing ratios Wella Color Touch 1:2 Redken Shades EQ 1:1 official instructions blue orange neutralization hair colorGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
professional hair toner mixing ratios Wella Color Touch 1:2 Redken Shades EQ 1:1 official instructions blue orange neutralization hair color Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
professional hair toner mixing ratios Wella Color Touch 1:2 Redken Shades EQ 1:1 official instructions blue orange neutralization hair color
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1