Real ChatGPT answer · index seedBKy80CO4iYQcompleteTelecom and utilities · energy efficiencyinformational

Can solar shingles withstand high wind loads and heavy hail as effectively as Class 4 asphalt shingles, and what do current warranties cover?

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can solar shingles withstand high wind loads and heavy hail as effectively as Class 4 asphalt shingles, and what do current warranties cover?
4 real searches · 1 real-search pass
2026 solar shingles wind rating hail impact Class 4 UL 2218 warranties Tesla Solar Roof GAF Timberline Solar warrantyGoogle ↗
OBSERVEDReason
Tesla Solar Roof warranty wind hail impact warranty officialGoogle ↗
OBSERVEDConsequence
GAF Timberline Solar warranty wind hail impact rating officialGoogle ↗
OBSERVEDConsequence
Class 4 asphalt shingles UL 2218 hail rating warranty exclusions manufacturer officialGoogle ↗
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 (4)
Short factOther / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
2026 solar shingles wind rating hail impact Class 4 UL 2218 warranties Tesla Solar Roof GAF Timberline Solar warranty Google ↗
Tesla Solar Roof warranty wind hail impact warranty official Google ↗
GAF Timberline Solar warranty wind hail impact rating official Google ↗
Class 4 asphalt shingles UL 2218 hail rating warranty exclusions manufacturer official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 solar shingles wind rating hail impact Class 4 UL 2218 warranties Tesla Solar Roof GAF Timberline Solar warranty
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Tesla Solar Roof warranty wind hail impact warranty official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
GAF Timberline Solar warranty wind hail impact rating official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Class 4 asphalt shingles UL 2218 hail rating warranty exclusions manufacturer official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1