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Industry Report

Residential Solar Installers

LLM Fanout Queries
Dominant · Common Crawl ρ=0.414

AI recommendation signal analysis across 1,686 domains and 11 buyer personas in Residential Solar Installers, led by sunrun.com as the most LLM-recommended domain.

Download this report (.xlsx)
1,686Domains Tracked
11Buyer Personas
35.9MReddit Posts
153KWikipedia Articles
17.1MOpen Web Matches
llm_fanout_queries.report
QueryLLMs
"1 source solar" website
1.0
"agricultural solar" installer residential or farm
1.0
"allenergysolar.com"
1.0
Querys rankedn = 3
This is a shortened preview of the Residential Solar Installers report

Many tables and charts on this page show only the top few results; the full data behind them runs far deeper. The complete report unlocks every row, chart, and download for this industry.

Get the full Residential Solar Installers report →
About This Report

How to use this page

Industry view: this page aggregates every persona's data for the whole industry, plus industry-wide queries. Pick a persona from the sidebar to narrow the lens to one segment.
Use Case

See the searches AI runs for itself

When an AI model needs the web to answer, it writes its own search queries. These are those queries, word for word. They show how machines translate buyer questions into searches, so make sure your pages answer the queries the models actually run, not just the ones humans type.

How It's Calculated

Where the numbers come from

During the LLM runs that used web search, we captured every search query each model issued for this segment's questions. Counts are small by nature: a model typically runs only a handful of these searches per question.

Overview

What's on this page

A side-by-side comparison of any two models' queries, and a table of every query with the models that used it.

Model Comparison

Compare two models' fanout queries

The exact web searches each model ran while answering Residential Solar Installers questions, across all personas. Pick a model for each column. Lists are short by nature: a model issues only a handful of searches per question.

  1. best residential solar installers United States reviews 2026 EnergySage SolarReviews This Old House
  2. SolarReviews top solar installers 2026 residential United States
  3. EnergySage best solar companies 2026 residential installers
  4. Forbes best solar companies 2026 residential installers
  5. best residential solar installers environmental sustainability battery storage United States reviews 2026
  6. residential solar installer rankings 2026 United States warranty battery storage
  7. EnergySage top solar companies installer reviews 2026 United States
  8. SolarReviews top solar installers 2026 United States
  9. site:energysage.com installer of the year 2026 solar optimum
  10. site:energysage.com solar companies Palmetto Solar reviews monitoring battery
  11. site:energysage.com solar companies Freedom Solar Power reviews
  12. site:solarreviews.com top solar companies Green Home Systems Solar Optimum Sunrun 2026
  13. site:energysage.com/supplier All Energy Solar profile reviews EnergySage
  14. site:energysage.com/supplier Green Power Energy profile reviews EnergySage
  15. site:energysage.com/supplier ReVision Energy profile reviews EnergySage
  16. site:energysage.com/supplier Namaste Solar profile reviews EnergySage
  17. Namaste Solar residential solar certified B Corporation employee owned battery storage official
  18. Palmetto Solar residential solar battery storage monitoring official warranty
  19. Tesla solar panels Powerwall residential solar official warranty monitoring
  20. Project Solar residential solar battery storage reviews 2026
  21. best residential solar installers EV charger battery storage reviews nationwide United States
  22. EnergySage best solar companies 2026 residential solar installers EV charging batteries
  23. Forbes best solar companies 2026 residential solar installers
  24. SolarReviews best solar companies 2026 residential installers
  25. Sunrun solar battery EV charger home monitoring
  26. Tesla solar Powerwall EV charging residential solar app
  27. Palmetto solar battery EV charging residential solar monitoring
  28. Freedom Solar Power residential solar EV charger Tesla Powerwall
  29. Ipsun Solar EV charging battery storage residential solar reviews
  30. Boston Solar EV charging battery storage residential solar installer
  31. Namaste Solar EV charging battery storage residential solar
  32. Sunlux solar EV charger battery storage monitoring residential
  33. best residential solar installers United States customer reviews EnergySage 2026
  34. NREL solar consumer guide choosing installer financing leases PPAs
  35. SolarReviews top solar companies 2026 residential installers
  36. NABCEP certified installer locator residential solar
  37. EnergySage installer reviews solar marketplace transparent quotes financing 2026
  38. ConsumerAffairs best solar companies 2026 Palmetto Blue Raven Freedom Solar Momentum
  39. SolarReviews best solar companies 2026 national installers Palmetto Freedom Solar Blue Raven
  40. This Old House best solar companies 2026 Sunrun Palmetto Tesla Blue Raven Freedom Solar
  41. best premium residential solar installers smart home battery EV charging United States SunPower Tesla EnergySage ADT Solar Freedom Solar Baker Electric Palmetto Momentum Solar reviews
  42. residential solar installer premium solar battery EV charging smart home high end reviews United States
  43. Forbes best solar companies 2026 SunPower Tesla Palmetto Freedom Solar Momentum Solar
  44. This Old House best solar companies 2026 residential installers
  45. best residential solar installers nationwide USA 2026 EnergySage SolarReviews This Old House Forbes
  46. EnergySage best solar companies 2026 residential solar installers
  47. This Old House best solar companies 2026
  48. best residential solar installers United States 2026 reviews EnergySage SolarReviews This Old House
  49. top residential solar companies 2026 United States Forbes CNET Architectural Digest
  50. EnergySage solar installer reviews local marketplace United States
  51. SolarReviews top solar companies 2026 residential solar installers
  52. best residential solar installers United States reviews 2026 EnergySage top companies
  53. Forbes best solar companies 2026
  54. best residential solar installers rural homes ground mount battery storage national USA reviews
  55. EnergySage best solar companies rural residential installers ground mount battery storage
  56. This Old House best solar companies 2026 residential solar installers
  57. Forbes best solar companies 2026 residential
  58. residential solar installer ground mount rural homes battery storage USA company
  59. rural residential solar ground mount installer battery backup United States
  60. Solar Power World top residential solar contractors 2025 residential installers United States
  61. NABCEP certified solar installer locator residential solar installers
  62. SolarReviews compare solar companies installer reviews America
  63. Palmetto solar availability battery storage residential solar company
  64. Freedom Solar Power residential ground mount battery backup installer
  65. Blue Raven Solar residential solar installation reviews states
  66. best residential solar installers battery backup United States reviews Enphase Tesla Powerwall SunPower Freedom Solar Blue Raven
  67. EnergySage best solar companies battery backup installers 2026 United States
  68. Forbes best solar companies 2026 residential battery backup United States
  69. SolarReviews top solar installers battery storage 2026
  70. Sunrun battery backup solar outage Powerwall Brightbox official
  71. Tesla solar Powerwall backup outages official residential
  72. Freedom Solar Power battery backup generators official
  73. Palmetto solar battery backup official
  74. enphase certified installer network battery backup official
  75. Blue Raven Solar battery storage outage backup official
  76. Venture Solar battery backup Powerwall official
  77. Green Home Systems battery backup solar official
  78. best residential solar installers roof replacement solar roofing coordination reviews 2026 United States
  79. EnergySage best solar companies 2026 roof replacement solar installers
  80. This Old House best solar companies roof replacement 2026
  81. Forbes best solar companies roof replacement 2026
  82. solar company roofing services residential solar roof replacement Sunrun Palmetto Freedom Solar Momentum Solar Venture Solar Elevation Solar
  83. GAF Energy Timberline Solar roof replacement solar shingles official
  84. CertainTeed Solstice solar roofing official residential installers
  85. Tesla Solar Roof official roof replacement solar
  86. Palmetto solar roofing services roof replacement solar official
  87. Freedom Solar roofing replacement solar official
  88. Venture Solar roof replacement solar official
  89. Elevation Solar roofing services roof repair solar official
  90. Blue Raven Solar roof penetration warranty official
  91. Elevation Solar residential solar roofing services official
  92. Momentum Solar roofing roof replacement solar official
  93. Sunrun solar roof condition roof replacement official
  1. top residential solar installers reviews us
  2. best solar companies for homeowners transparent pricing
  3. best rated residential solar companies educational transparency customer service
  4. top residential solar installers usa high quality warranty green eco friendly
  5. "Earthlight Technologies" official website url
  6. "evxsolar.com"
  7. "solarsurge.net"
  8. best solar installers for EV owners
  9. "solar" "EV charging" installation company sites
  10. top residential solar companies electric vehicle integration
  11. "renuenergysolutions.com"
  12. "allenergysolar.com"
  13. "ipsunsolar.com"
  14. "hesrenewables.com"
  15. "uprisesolar.com"
  16. "semper solaris" "transparent" pricing
  17. "project solar" "transparent" pricing
  18. "best solar" companies "transparent" "no pressure" reviews
  19. best transparent honest solar installers residential review sites
  20. top solar installers transparent pricing websites comparison
  21. "atma energy" reviews energysage
  22. "nrg clean power" reviews transparent no pressure
  23. "astrawatt solar" reviews transparent
  24. "baker electric" solar reviews transparent
  25. "blue raven solar" pricing transparent review
  26. "smart home" solar installer "SPAN" "Powerwall" "luxury"
  27. premium smart home solar installer high end aesthetics
  28. premium residential solar installers US high end luxury
  29. top residential solar installers 2026
  30. "best solar companies" site:cnet.com
  31. "venture home" solar website
  32. "best solar companies" marketwatch
  33. top rated home solar energy companies US
  34. "best solar companies" u.s. news
  35. "blue raven solar" website
  36. "elevation solar" website
  37. best national residential solar installers reviews
  38. "sunlux" solar website
  39. best residential solar installers for retirees honest transparent reviews
  40. top national solar installers high ratings trust warranty
  41. best residential solar installers rural properties us
  42. "eagle point solar"
  43. "harvest solar"
  44. top solar installers agricultural rural residential us
  45. "rural solar" installation company "ground mount" OR "outbuilding"
  46. "EIS Solar" website
  47. "1 Source Solar" website
  48. "agricultural solar" installer residential OR farm
  49. "straightup solar"
  50. "Tiger Solar" website
  51. "Trifecta Solar" website
  52. best residential solar installers resilient energy storage
  53. top residential solar companies battery storage reliability permit
  54. best solar battery backup installers United States top rated
  55. "green power energy" solar nj ct
  56. "best solar companies" "battery backup" storm resilience
  57. "elevatedroofing.com"
  58. top residential solar installers roof replacement bundle US
  59. best residential solar installers that do roofing coordinate
  60. "citadel roofing & solar" website
  61. "august roofing" solar website
  62. "wedgeroofing.com"
  63. "lumina solar" roofing website
  64. "rooftopsolar.com"
  65. "alliedroofing.com"
Full Results

All fanout queries

Every fanout query for this segment, with how many models used it and which ones. Overlap between models means they translated the same buyer question into the same search, a strong signal that ranking for that query matters.

QueryLLM CountLLMs
"1 source solar" website1Gemini 3.5 Flash
"agricultural solar" installer residential or farm1Gemini 3.5 Flash
"allenergysolar.com"1Gemini 3.5 Flash
3 querysAll results shown