Real ChatGPT answer · index seedc7z4lPYRFkEcompleteBeauty and personal care · hair carecomparison

What is the best salon bleach recovery routine using either Redken Acidic Bonding Concentrate or Bumble and Bumble Bond Building treatments?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the best salon bleach recovery routine using either Redken Acidic Bonding Concentrate or Bumble and Bumble Bond Building treatments?
1 real search · 1 real-search pass
Redken Acidic Bonding Concentrate vs Bumble and Bumble Bond Building Repair Treatment ingredients directions bleached hair comparisonGoogle ↗
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

ChatGPT1 real searches · gpt-6
Redken Acidic Bonding Concentrate vs Bumble and Bumble Bond Building Repair Treatment ingredients directions bleached hair comparison Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Redken Acidic Bonding Concentrate vs Bumble and Bumble Bond Building Repair Treatment ingredients directions bleached hair comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1