Residential Solar Quote Comparison Tools in AI answers

Data as of Oct 21, 2026Based on 103 AI responsesReviewed by

How we measure

AI summary

holds a wide lead as the primary comparison marketplace for evaluating multiple solar installer quotes. For specific contract terms, answers look instead to government consumer resources like the and the Federal Trade Commission.

Most-mentioned brands

Rank and Mentioned in · since Jul 6

#Brand
1online solar marketplaces for gathering and comparing competitive installer quotes
2microinverter hardware for systems with complex roof shading
2
2panel brand comparisons when evaluating disparate system hardware offerings
2premium solar panels evaluated for slower degradation rates
2official guidance on reviewing installer contracts and technical system specifications
2solar equipment and installer options cited in quote comparisons
2central string inverters paired with optional power optimizers
9panel hardware comparisons in quotes using different equipment tiers
9consumer protection guidance for reviewing solar financing and contract terms
9
12
12
12
12

Who leads each AI engine

ChatGPT SearchChatGPT Search
EnergySage
Google AI ModeGoogle AI Mode
EnergySage
Mentioned in on each engineChatGPT SearchChatGPT SearchGoogle AI ModeGoogle AI Mode

Widest split: Solar, 2% on ChatGPT Search and 16% on Google AI Mode.

Mentioned in on each AI engine, by brand
BrandChatGPT SearchGoogle AI Mode
EnergySage41%42%
U.S. Department of Energy15%Outside Google AI Mode's top 25
Enphase EnergyOutside ChatGPT Search's top 2523%
Q CELLSOutside ChatGPT Search's top 2518%
Solar2%16%
PanasonicOutside ChatGPT Search's top 2514%
SolarEdgeOutside ChatGPT Search's top 2512%
SunPowerOutside ChatGPT Search's top 2512%
Consumer Information — Federal Trade Commission9%Outside Google AI Mode's top 25
Maxeon Solar TechnologiesOutside ChatGPT Search's top 2511%

Latest insights

Weeks of Aug 10 – Oct 5, 2026 · Since Jul 5

  • Solar Gap between platforms: Solar's Mentioned in is higher on Google AI Mode than on ChatGPT Search in Residential Solar Quote Comparison Tools: 16.4% vs 2.3%
  • Panasonic Gaining: Panasonic now ranks #5 in Residential Solar Quote Comparison Tools, up from #21
  • Consumer Information — Federal Trade Commission Slipping: Consumer Information — Federal Trade CommissionU.S. Department of Energy moved ahead of Consumer Information — Federal Trade Commission in Residential Solar Quote Comparison Tools
  • Consumer Information — Federal Trade Commission Slipping: Consumer Information — Federal Trade CommissionMaxeon Solar Technologies moved ahead of Consumer Information — Federal Trade Commission in Residential Solar Quote Comparison Tools
  • Consumer Information — Federal Trade Commission Slipping: Consumer Information — Federal Trade Commission now trails Panasonic Connect in Residential Solar Quote Comparison Tools, #9 to #8
and 7 more insightssee the ranking

Questions and answers

    • How should a first-time homebuyer compare multiple solar quotes that use different system sizes, panel brands, and financing structures?

    • How can a homeowner compare online solar marketplaces vs working directly with a local installer in terms of price and service quality?

    • What are the most important contract terms a homeowner should compare when choosing between two solar companies offering similar system sizes?

    Sources AI cites100

    36% of citations point at the ranked brands’ own sites. reddit.com, youtube.com, nrgcleanpower.com are the most-cited sites outside the ranked brands’ own domains.