Real ChatGPT answer · index seednyQMZLfI5sYcompleteHome services and improvement · DIY projectscomparison

Compare the longevity and ease of application of Penofin Verde penetrating oil finish versus Messmer s UV Plus on a newly installed Ipe hardwood deck.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the longevity and ease of application of Penofin Verde penetrating oil finish versus Messmer s UV Plus on a newly installed Ipe hardwood deck.
1 real search · 1 real-search pass
Penofin Verde penetrating oil finish vs Messmer's UV Plus Ipe application durability maintenance manufacturer instructionsGoogle ↗
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
Penofin Verde penetrating oil finish vs Messmer's UV Plus Ipe application durability maintenance manufacturer instructions Google ↗
  1. PENOFIN VERDE · penofin.com
  2. | Penofin · penofin.com
  3. PENOFIN FOR HARDWOOD Exterior Formula · penofin.com
  4. How to maintain and stain an Ipe hardwood deck · messmers.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Penofin Verde penetrating oil finish vs Messmer's UV Plus Ipe application durability maintenance manufacturer instructions
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1