Real ChatGPT answer · index seed9f6zl6ud0aQcompleteTelecom and utilities · energy efficiencycommercial

Can you find the latest reviews on Tesla solar shingles versus conventional solar panels for maximum energy production?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you find the latest reviews on Tesla solar shingles versus conventional solar panels for maximum energy production?
2 real searches · 1 real-search pass
2026 latest Tesla Solar Roof reviews versus conventional solar panels energy production efficiency real world comparisonGoogle ↗
OBSERVEDComparison
Tesla Solar Roof review 2025 2026 owner experiences production output compared rooftop panelsGoogle ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
2026 latest Tesla Solar Roof reviews versus conventional solar panels energy production efficiency real world comparison Google ↗
Tesla Solar Roof review 2025 2026 owner experiences production output compared rooftop panels Google ↗
  1. Tesla Solar Roof review: As expensive as it looks · energysage.com
  2. Is a Tesla solar roof worth it? How to weigh solar shingles vs. panels. · washingtonpost.com
  3. View product · thesolarstore.com
  4. View product · thesolarstore.com
  5. Solar Roof Warranty · energylibrary.tesla.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 latest Tesla Solar Roof reviews versus conventional solar panels energy production efficiency real world comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Tesla Solar Roof review 2025 2026 owner experiences production output compared rooftop panels
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1