Real ChatGPT answer · index seedp3e4Y188PaEcompleteHome services and improvement · solar panelscommercial

Which solar panel brands offer the best hail damage resistance ratings based on recent independent laboratory stress testing reports?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which solar panel brands offer the best hail damage resistance ratings based on recent independent laboratory stress testing reports?
3 real searches · 1 real-search pass
2025 2026 independent laboratory solar module hail resistance testing reports hail rating brands IEC 61215 hail test RETC hailGoogle ↗
OBSERVEDReason
PVEL hail stress testing solar module manufacturers hail resistance test results 2025Google ↗
OBSERVEDReason
RETC PV Module Index hail durability testing hail impact module brands 2025Google ↗
OBSERVEDConsequence

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 (3)
Short factOther / navigationalComparisonConsequence33%Reason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
2025 2026 independent laboratory solar module hail resistance testing reports hail rating brands IEC 61215 hail test RETC hail Google ↗
PVEL hail stress testing solar module manufacturers hail resistance test results 2025 Google ↗
RETC PV Module Index hail durability testing hail impact module brands 2025 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2025 2026 independent laboratory solar module hail resistance testing reports hail rating brands IEC 61215 hail test RETC hail
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
PVEL hail stress testing solar module manufacturers hail resistance test results 2025
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
RETC PV Module Index hail durability testing hail impact module brands 2025
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1