Real ChatGPT answer · index seedU6vnxaXVqkMcompleteHome services and improvement · solar panelscommercial

Which home battery storage systems offer the best backup protection for families who experience frequent winter power outages?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which home battery storage systems offer the best backup protection for families who experience frequent winter power outages?
1 real search · 1 real-search pass
best home battery backup systems 2026 winter outage whole home backup cold weather Tesla Powerwall 3 Enphase IQ Battery 5P FranklinWH aPower 2 Generac PWRcell 2Google ↗
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
best home battery backup systems 2026 winter outage whole home backup cold weather Tesla Powerwall 3 Enphase IQ Battery 5P FranklinWH aPower 2 Generac PWRcell 2 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best home battery backup systems 2026 winter outage whole home backup cold weather Tesla Powerwall 3 Enphase IQ Battery 5P FranklinWH aPower 2 Generac PWRcell 2
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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