Real ChatGPT answer · index seedrxunYUdjdFMcompleteHome services and improvement · roofingcommercial

Which home improvement stores currently carry the highest rated DIY shingle patch kit that actually holds up against heavy rain and summer heat?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which home improvement stores currently carry the highest rated DIY shingle patch kit that actually holds up against heavy rain and summer heat?
1 real search · 1 real-search pass
2026 best rated DIY asphalt shingle patch repair kit heavy rain summer heat product reviews Home Depot Lowe's AceGoogle ↗
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). 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
2026 best rated DIY asphalt shingle patch repair kit heavy rain summer heat product reviews Home Depot Lowe's Ace Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 best rated DIY asphalt shingle patch repair kit heavy rain summer heat product reviews Home Depot Lowe's Ace
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1