{
  "name": "Renewable Energy & Clean Tech",
  "edition_label": "October 2026",
  "edition_updated_at": "2026-10-11",
  "slug": "renewable-energy-clean-tech",
  "kind": "industry",
  "parent_slug": null,
  "url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech",
  "scope": "Verified aggregate benchmark and independent public brand research; no brand is identified as a benchmark participant.",
  "directory_status": "complete",
  "page_readiness": "published",
  "directory_notice": "Inclusion does not indicate participation in the benchmark or a Madgicx customer relationship.",
  "benchmark": {
    "status": "verified_aggregate",
    "slug": "renewable-energy-clean-tech",
    "parent_slug": null,
    "cohort_scope": "root_and_children",
    "median_aov_usd": 224.58,
    "p25_aov_usd": 41.1,
    "p75_aov_usd": 1070.2,
    "metric_window": null,
    "scope_label": "Equal-weight AOV benchmark",
    "methodology": "Median and middle 50% of observed account-level average order values in USD, with each account weighted equally. Use this range as a comparison, not a profitability measure.",
    "read_at": "2026-10-11T14:11:26.748987+00:00",
    "period_label": "Dated snapshot",
    "citation": "Madgicx Research & Labs. Renewable Energy & Clean Tech account AOV: median $224.58; middle 50% $41.10 to $1,070.20. Snapshot read 11 October 2026. https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark",
    "source": {
      "name": "Madgicx Research & Labs",
      "url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark"
    }
  },
  "metric_definitions": [],
  "metric_definitions_scope": "Definitions only; no ACV, MRR or ARPU benchmark or measured correlation is supplied.",
  "brands": [
    {
      "id": "tesla-energy",
      "name": "Tesla Energy",
      "segment": "Energy storage",
      "url": "https://tesla.com/",
      "description": "",
      "sources": [
        {
          "name": "Tesla Energy official site",
          "url": "https://tesla.com/"
        },
        {
          "name": "Wikimedia brand mark",
          "url": "https://upload.wikimedia.org/wikipedia/commons/8/89/Tesla_Energy_Operations%2C_Inc._-_Logo.svg?utm_source=en.wikipedia.org&utm_campaign=imageinfo&utm_content=original"
        }
      ],
      "growth": {
        "percent": 27,
        "period": "FY2025",
        "ended": "2025-12-31",
        "scope": "Tesla energy generation and storage segment",
        "note": "Segment revenue rose from $10.086 billion in FY2024 to $12.771 billion in FY2025. Tesla reports the increase rounded to 27%; automotive revenue is excluded.",
        "source": {
          "name": "Tesla - Q4 and FY2025 update, p. 5",
          "url": "https://assets-ir.tesla.com/tesla-contents/IR/TSLA-Q4-2025-Update.pdf",
          "date": "2026-01-28"
        },
        "calculated": false
      }
    },
    {
      "id": "enphase-energy",
      "name": "Enphase Energy",
      "segment": "Solar technology",
      "url": "https://enphase.com/",
      "description": "",
      "sources": [
        {
          "name": "Enphase Energy official site",
          "url": "https://enphase.com/"
        }
      ],
      "growth": {
        "percent": 10.7,
        "period": "FY2025",
        "ended": "2025-12-31",
        "scope": "Enphase Energy consolidated company",
        "note": "Calculated as ($1,472.985 million / $1,330.383 million - 1) x 100, comparing FY2025 with FY2024; rounded to one decimal.",
        "source": {
          "name": "Enphase Energy - Q4 and FY2025 results",
          "url": "https://investor.enphase.com/news-releases/news-release-details/enphase-energy-reports-financial-results-fourth-quarter-2025/",
          "date": "2026-02-03"
        },
        "calculated": true
      }
    },
    {
      "id": "solaredge",
      "name": "SolarEdge",
      "segment": "Solar technology",
      "url": "https://solaredge.com/",
      "description": "",
      "sources": [
        {
          "name": "SolarEdge official site",
          "url": "https://solaredge.com/"
        }
      ]
    },
    {
      "id": "itm-power",
      "name": "ITM Power",
      "segment": "Hydrogen technology",
      "url": "https://itm-power.com/",
      "description": "",
      "sources": [
        {
          "name": "ITM Power official site",
          "url": "https://itm-power.com/"
        }
      ]
    },
    {
      "id": "sunpower",
      "name": "SunPower",
      "segment": "Solar energy",
      "url": "https://sunpower.com/",
      "description": "",
      "sources": [
        {
          "name": "SunPower official site",
          "url": "https://sunpower.com/"
        },
        {
          "name": "Wikimedia brand mark",
          "url": "https://upload.wikimedia.org/wikipedia/commons/9/90/Sunpower_logo.svg?utm_source=en.wikipedia.org&utm_campaign=imageinfo&utm_content=original"
        }
      ]
    },
    {
      "id": "sunrun",
      "name": "Sunrun",
      "segment": "Residential solar",
      "url": "https://sunrun.com/",
      "description": "",
      "sources": [
        {
          "name": "Sunrun official site",
          "url": "https://sunrun.com/"
        },
        {
          "name": "Wikimedia brand mark",
          "url": "https://upload.wikimedia.org/wikipedia/commons/c/cb/Sunrun_logo_%282026%29.svg?utm_source=en.wikipedia.org&utm_campaign=imageinfo&utm_content=original"
        }
      ]
    },
    {
      "id": "sunnova",
      "name": "Sunnova",
      "segment": "Residential solar",
      "url": "https://sunnova.com/",
      "description": "",
      "sources": [
        {
          "name": "Sunnova official site",
          "url": "https://sunnova.com/"
        },
        {
          "name": "Wikimedia brand mark",
          "url": "https://upload.wikimedia.org/wikipedia/commons/6/60/Sunnovalogo.jpg?utm_source=en.wikipedia.org&utm_campaign=imageinfo&utm_content=original"
        }
      ]
    },
    {
      "id": "canadian-solar",
      "name": "Canadian Solar",
      "segment": "Solar manufacturing",
      "url": "https://canadiansolar.com/",
      "description": "",
      "sources": [
        {
          "name": "Canadian Solar official site",
          "url": "https://canadiansolar.com/"
        }
      ]
    },
    {
      "id": "jinkosolar",
      "name": "JinkoSolar",
      "segment": "Solar manufacturing",
      "url": "https://jinkosolar.com/",
      "description": "",
      "sources": [
        {
          "name": "JinkoSolar official site",
          "url": "https://jinkosolar.com/"
        }
      ]
    },
    {
      "id": "trina-solar",
      "name": "Trina Solar",
      "segment": "Solar manufacturing",
      "url": "https://trinasolar.com/",
      "description": "",
      "sources": [
        {
          "name": "Trina Solar official site",
          "url": "https://trinasolar.com/"
        },
        {
          "name": "Wikimedia brand mark",
          "url": "https://upload.wikimedia.org/wikipedia/commons/4/46/Trinasolar_Logo_EN.png?utm_source=en.wikipedia.org&utm_campaign=imageinfo&utm_content=original"
        }
      ]
    },
    {
      "id": "wartsila-energy",
      "name": "Wartsila Energy",
      "segment": "Energy technology",
      "url": "https://wartsila.com/",
      "description": "",
      "sources": [
        {
          "name": "Wartsila Energy official site",
          "url": "https://wartsila.com/"
        }
      ]
    },
    {
      "id": "generac",
      "name": "Generac",
      "segment": "Energy storage",
      "url": "https://generac.com/",
      "description": "",
      "sources": [
        {
          "name": "Generac official site",
          "url": "https://generac.com/"
        }
      ]
    },
    {
      "id": "qcells",
      "name": "Qcells",
      "segment": "Solar manufacturing",
      "url": "https://qcells.com/",
      "description": "",
      "sources": [
        {
          "name": "Qcells official site",
          "url": "https://qcells.com/"
        },
        {
          "name": "Wikimedia brand mark",
          "url": "https://upload.wikimedia.org/wikipedia/commons/9/90/QCells_logo_2022.png?utm_source=en.wikipedia.org&utm_campaign=imageinfo&utm_content=original"
        }
      ]
    },
    {
      "id": "hypervolt",
      "name": "Hypervolt",
      "segment": "EV charging",
      "url": "https://hypervolt.co.uk/",
      "description": "",
      "sources": [
        {
          "name": "Hypervolt official site",
          "url": "https://hypervolt.co.uk/"
        }
      ]
    },
    {
      "id": "maxeon-solar",
      "name": "Maxeon Solar",
      "segment": "Solar manufacturing",
      "url": "https://maxeon.com/",
      "description": "",
      "sources": [
        {
          "name": "Maxeon Solar official site",
          "url": "https://maxeon.com/"
        }
      ]
    },
    {
      "id": "meyer-burger",
      "name": "Meyer Burger",
      "segment": "Solar manufacturing",
      "url": "https://meyerburger.com/",
      "description": "",
      "sources": [
        {
          "name": "Meyer Burger official site",
          "url": "https://meyerburger.com/"
        },
        {
          "name": "Wikimedia brand mark",
          "url": "https://upload.wikimedia.org/wikipedia/commons/3/3b/Meyer_Burger_Logo.svg?utm_source=en.wikipedia.org&utm_campaign=imageinfo&utm_content=original"
        }
      ]
    },
    {
      "id": "array-technologies",
      "name": "Array Technologies",
      "segment": "Solar tracking",
      "url": "https://arraytechinc.com/",
      "description": "",
      "sources": [
        {
          "name": "Array Technologies official site",
          "url": "https://arraytechinc.com/"
        }
      ]
    },
    {
      "id": "statkraft",
      "name": "Statkraft",
      "segment": "Renewable power",
      "url": "https://statkraft.com/",
      "description": "",
      "sources": [
        {
          "name": "Statkraft official site",
          "url": "https://statkraft.com/"
        }
      ]
    },
    {
      "id": "stem",
      "name": "Stem",
      "segment": "Energy storage software",
      "url": "https://stem.com/",
      "description": "",
      "sources": [
        {
          "name": "Stem official site",
          "url": "https://stem.com/"
        }
      ]
    },
    {
      "id": "shoals-technologies",
      "name": "Shoals Technologies",
      "segment": "Solar equipment",
      "url": "https://shoals.com/",
      "description": "",
      "sources": [
        {
          "name": "Shoals Technologies official site",
          "url": "https://shoals.com/"
        }
      ]
    },
    {
      "id": "sma-solar",
      "name": "SMA Solar",
      "segment": "Solar technology",
      "url": "https://sma.de/",
      "description": "",
      "sources": [
        {
          "name": "SMA Solar official site",
          "url": "https://sma.de/"
        }
      ]
    },
    {
      "id": "fronius-solar-energy",
      "name": "Fronius Solar Energy",
      "segment": "Solar technology",
      "url": "https://fronius.com/",
      "description": "",
      "sources": [
        {
          "name": "Fronius Solar Energy official site",
          "url": "https://fronius.com/"
        }
      ]
    },
    {
      "id": "edf-renewables",
      "name": "EDF Renewables",
      "segment": "Renewable power",
      "url": "https://edf-re.com/",
      "description": "",
      "sources": [
        {
          "name": "EDF Renewables official site",
          "url": "https://edf-re.com/"
        }
      ]
    },
    {
      "id": "andersen-ev",
      "name": "Andersen EV",
      "segment": "EV charging",
      "url": "https://andersen-ev.com/",
      "description": "",
      "sources": [
        {
          "name": "Andersen EV official site",
          "url": "https://andersen-ev.com/"
        }
      ]
    },
    {
      "id": "ecoflow",
      "name": "EcoFlow",
      "segment": "Portable power",
      "url": "https://ecoflow.com/",
      "description": "",
      "sources": [
        {
          "name": "EcoFlow official site",
          "url": "https://ecoflow.com/"
        }
      ]
    },
    {
      "id": "evbox",
      "name": "EVBox",
      "segment": "EV charging",
      "url": "https://evbox.com/",
      "description": "",
      "sources": [
        {
          "name": "EVBox official site",
          "url": "https://evbox.com/"
        }
      ]
    },
    {
      "id": "bluetti",
      "name": "BLUETTI",
      "segment": "Portable power",
      "url": "https://bluettipower.com/",
      "description": "",
      "sources": [
        {
          "name": "BLUETTI official site",
          "url": "https://bluettipower.com/"
        }
      ]
    },
    {
      "id": "goal-zero",
      "name": "Goal Zero",
      "segment": "Portable power",
      "url": "https://goalzero.com/",
      "description": "",
      "sources": [
        {
          "name": "Goal Zero official site",
          "url": "https://goalzero.com/"
        }
      ]
    },
    {
      "id": "ohmconnect",
      "name": "OhmConnect",
      "segment": "Grid flexibility",
      "url": "https://ohmconnect.com/",
      "description": "",
      "sources": [
        {
          "name": "OhmConnect official site",
          "url": "https://ohmconnect.com/"
        }
      ]
    },
    {
      "id": "kempower",
      "name": "Kempower",
      "segment": "EV charging",
      "url": "https://kempower.com/",
      "description": "",
      "sources": [
        {
          "name": "Kempower official site",
          "url": "https://kempower.com/"
        }
      ]
    },
    {
      "id": "sonnen",
      "name": "sonnen",
      "segment": "Energy storage",
      "url": "https://sonnenusa.com/",
      "description": "",
      "sources": [
        {
          "name": "sonnen official site",
          "url": "https://sonnenusa.com/"
        }
      ]
    },
    {
      "id": "engie",
      "name": "ENGIE",
      "segment": "Renewable power",
      "url": "https://engie.com/",
      "description": "",
      "sources": [
        {
          "name": "ENGIE official site",
          "url": "https://engie.com/"
        }
      ]
    },
    {
      "id": "flexgen",
      "name": "FlexGen",
      "segment": "Energy storage",
      "url": "https://www.flexgen.com/",
      "description": "",
      "sources": [
        {
          "name": "FlexGen official site",
          "url": "https://www.flexgen.com/"
        }
      ]
    },
    {
      "id": "fluence",
      "name": "Fluence",
      "segment": "Energy storage",
      "url": "https://fluenceenergy.com/",
      "description": "",
      "sources": [
        {
          "name": "Fluence official site",
          "url": "https://fluenceenergy.com/"
        }
      ]
    },
    {
      "id": "enel-green-power",
      "name": "Enel Green Power",
      "segment": "Renewable power",
      "url": "https://enelgreenpower.com/",
      "description": "",
      "sources": [
        {
          "name": "Enel Green Power official site",
          "url": "https://enelgreenpower.com/"
        }
      ]
    },
    {
      "id": "ess-inc",
      "name": "ESS Inc.",
      "segment": "Long-duration storage",
      "url": "https://essinc.com/",
      "description": "",
      "sources": [
        {
          "name": "ESS Inc. official site",
          "url": "https://essinc.com/"
        }
      ]
    },
    {
      "id": "energy-vault",
      "name": "Energy Vault",
      "segment": "Long-duration storage",
      "url": "https://energyvault.com/",
      "description": "",
      "sources": [
        {
          "name": "Energy Vault official site",
          "url": "https://energyvault.com/"
        }
      ]
    },
    {
      "id": "eos-energy-enterprises",
      "name": "Eos Energy Enterprises",
      "segment": "Energy storage",
      "url": "https://eose.com/",
      "description": "",
      "sources": [
        {
          "name": "Eos Energy Enterprises official site",
          "url": "https://eose.com/"
        }
      ]
    },
    {
      "id": "quantumscape",
      "name": "QuantumScape",
      "segment": "Battery technology",
      "url": "https://quantumscape.com/",
      "description": "",
      "sources": [
        {
          "name": "QuantumScape official site",
          "url": "https://quantumscape.com/"
        }
      ]
    },
    {
      "id": "northvolt",
      "name": "Northvolt",
      "segment": "Battery manufacturing",
      "url": "https://northvolt.com/",
      "description": "",
      "sources": [
        {
          "name": "Northvolt official site",
          "url": "https://northvolt.com/"
        }
      ]
    },
    {
      "id": "landis-plus-gyr",
      "name": "Landis+Gyr",
      "segment": "Grid technology",
      "url": "https://landisgyr.com/",
      "description": "",
      "sources": [
        {
          "name": "Landis+Gyr official site",
          "url": "https://landisgyr.com/"
        }
      ]
    },
    {
      "id": "allego",
      "name": "Allego",
      "segment": "EV charging",
      "url": "https://allego.eu/",
      "description": "",
      "sources": [
        {
          "name": "Allego official site",
          "url": "https://allego.eu/"
        }
      ]
    },
    {
      "id": "redaptive",
      "name": "Redaptive",
      "segment": "Energy efficiency",
      "url": "https://redaptive.com/",
      "description": "",
      "sources": [
        {
          "name": "Redaptive official site",
          "url": "https://redaptive.com/"
        }
      ]
    },
    {
      "id": "itron",
      "name": "Itron",
      "segment": "Grid technology",
      "url": "https://itron.com/",
      "description": "",
      "sources": [
        {
          "name": "Itron official site",
          "url": "https://itron.com/"
        }
      ]
    },
    {
      "id": "redwood-materials",
      "name": "Redwood Materials",
      "segment": "Battery recycling",
      "url": "https://redwoodmaterials.com/",
      "description": "",
      "sources": [
        {
          "name": "Redwood Materials official site",
          "url": "https://redwoodmaterials.com/"
        }
      ]
    },
    {
      "id": "ascend-elements",
      "name": "Ascend Elements",
      "segment": "Battery recycling",
      "url": "https://ascendelements.com/",
      "description": "",
      "sources": [
        {
          "name": "Ascend Elements official site",
          "url": "https://ascendelements.com/"
        }
      ]
    },
    {
      "id": "energyhub",
      "name": "EnergyHub",
      "segment": "Grid software",
      "url": "https://energyhub.com/",
      "description": "",
      "sources": [
        {
          "name": "EnergyHub official site",
          "url": "https://energyhub.com/"
        }
      ]
    },
    {
      "id": "cirba-solutions",
      "name": "Cirba Solutions",
      "segment": "Battery recycling",
      "url": "https://cirbasolutions.com/",
      "description": "",
      "sources": [
        {
          "name": "Cirba Solutions official site",
          "url": "https://cirbasolutions.com/"
        }
      ]
    },
    {
      "id": "gridbeyond",
      "name": "GridBeyond",
      "segment": "Grid software",
      "url": "https://gridbeyond.com/",
      "description": "",
      "sources": [
        {
          "name": "GridBeyond official site",
          "url": "https://gridbeyond.com/"
        }
      ]
    },
    {
      "id": "nextera-energy",
      "name": "NextEra Energy",
      "segment": "Renewable power",
      "url": "https://nexteraenergy.com/",
      "description": "",
      "sources": [
        {
          "name": "NextEra Energy official site",
          "url": "https://nexteraenergy.com/"
        }
      ]
    },
    {
      "id": "iberdrola",
      "name": "Iberdrola",
      "segment": "Renewable power",
      "url": "https://iberdrola.com/",
      "description": "",
      "sources": [
        {
          "name": "Iberdrola official site",
          "url": "https://iberdrola.com/"
        },
        {
          "name": "Wikimedia brand mark",
          "url": "https://upload.wikimedia.org/wikipedia/commons/6/6c/Logo_Iberdrola_%282023%29.svg?utm_source=en.wikipedia.org&utm_campaign=imageinfo&utm_content=original"
        }
      ]
    },
    {
      "id": "budderfly",
      "name": "Budderfly",
      "segment": "Energy efficiency",
      "url": "https://budderfly.com/",
      "description": "",
      "sources": [
        {
          "name": "Budderfly official site",
          "url": "https://budderfly.com/"
        }
      ]
    },
    {
      "id": "span",
      "name": "SPAN",
      "segment": "Home electrification",
      "url": "https://span.io/",
      "description": "",
      "sources": [
        {
          "name": "SPAN official site",
          "url": "https://span.io/"
        }
      ]
    },
    {
      "id": "vestas",
      "name": "Vestas",
      "segment": "Wind energy",
      "url": "https://vestas.com/",
      "description": "",
      "sources": [
        {
          "name": "Vestas official site",
          "url": "https://vestas.com/"
        }
      ]
    },
    {
      "id": "siemens-gamesa",
      "name": "Siemens Gamesa",
      "segment": "Wind energy",
      "url": "https://siemensgamesa.com/",
      "description": "",
      "sources": [
        {
          "name": "Siemens Gamesa official site",
          "url": "https://siemensgamesa.com/"
        }
      ]
    },
    {
      "id": "ge-vernova",
      "name": "GE Vernova",
      "segment": "Energy technology",
      "url": "https://gevernova.com/",
      "description": "",
      "sources": [
        {
          "name": "GE Vernova official site",
          "url": "https://gevernova.com/"
        }
      ]
    },
    {
      "id": "nordex",
      "name": "Nordex",
      "segment": "Wind energy",
      "url": "https://nordex-online.com/",
      "description": "",
      "sources": [
        {
          "name": "Nordex official site",
          "url": "https://nordex-online.com/"
        }
      ]
    },
    {
      "id": "goldwind",
      "name": "Goldwind",
      "segment": "Wind energy",
      "url": "https://goldwind.com/",
      "description": "",
      "sources": [
        {
          "name": "Goldwind official site",
          "url": "https://goldwind.com/"
        },
        {
          "name": "Wikimedia brand mark",
          "url": "https://upload.wikimedia.org/wikipedia/commons/3/37/Goldwind_Logo.svg?utm_source=en.wikipedia.org&utm_campaign=imageinfo&utm_content=original"
        }
      ]
    },
    {
      "id": "bidgely",
      "name": "Bidgely",
      "segment": "Energy software",
      "url": "https://bidgely.com/",
      "description": "",
      "sources": [
        {
          "name": "Bidgely official site",
          "url": "https://bidgely.com/"
        }
      ]
    },
    {
      "id": "otovo",
      "name": "Otovo",
      "segment": "Solar marketplace",
      "url": "https://otovo.com/",
      "description": "",
      "sources": [
        {
          "name": "Otovo official site",
          "url": "https://otovo.com/"
        }
      ]
    },
    {
      "id": "tibber",
      "name": "Tibber",
      "segment": "Clean energy retail",
      "url": "https://tibber.com/",
      "description": "",
      "sources": [
        {
          "name": "Tibber official site",
          "url": "https://tibber.com/"
        }
      ]
    },
    {
      "id": "brookfield-renewable",
      "name": "Brookfield Renewable",
      "segment": "Renewable power",
      "url": "https://bep.brookfield.com/",
      "description": "",
      "sources": [
        {
          "name": "Brookfield Renewable official site",
          "url": "https://bep.brookfield.com/"
        }
      ]
    },
    {
      "id": "clearway-energy",
      "name": "Clearway Energy",
      "segment": "Renewable power",
      "url": "https://clearwayenergygroup.com/",
      "description": "",
      "sources": [
        {
          "name": "Clearway Energy official site",
          "url": "https://clearwayenergygroup.com/"
        }
      ]
    },
    {
      "id": "aes-clean-energy",
      "name": "AES Clean Energy",
      "segment": "Renewable power",
      "url": "https://aes.com/",
      "description": "",
      "sources": [
        {
          "name": "AES Clean Energy official site",
          "url": "https://aes.com/"
        }
      ]
    },
    {
      "id": "lightsource-bp",
      "name": "Lightsource bp",
      "segment": "Solar energy",
      "url": "https://lightsourcebp.com/",
      "description": "",
      "sources": [
        {
          "name": "Lightsource bp official site",
          "url": "https://lightsourcebp.com/"
        }
      ]
    },
    {
      "id": "baywa-r-e",
      "name": "BayWa r.e.",
      "segment": "Renewable energy",
      "url": "https://baywa-re.com/",
      "description": "",
      "sources": [
        {
          "name": "BayWa r.e. official site",
          "url": "https://baywa-re.com/"
        }
      ]
    },
    {
      "id": "adani-green-energy",
      "name": "Adani Green Energy",
      "segment": "Renewable power",
      "url": "https://adanigreenenergy.com/",
      "description": "",
      "sources": [
        {
          "name": "Adani Green Energy official site",
          "url": "https://adanigreenenergy.com/"
        }
      ]
    },
    {
      "id": "renew",
      "name": "ReNew",
      "segment": "Renewable power",
      "url": "https://renew.com/",
      "description": "",
      "sources": [
        {
          "name": "ReNew official site",
          "url": "https://renew.com/"
        }
      ]
    },
    {
      "id": "acwa-power",
      "name": "ACWA Power",
      "segment": "Renewable power",
      "url": "https://acwapower.com/",
      "description": "",
      "sources": [
        {
          "name": "ACWA Power official site",
          "url": "https://acwapower.com/"
        }
      ]
    },
    {
      "id": "masdar",
      "name": "Masdar",
      "segment": "Renewable energy",
      "url": "https://masdar.ae/",
      "description": "",
      "sources": [
        {
          "name": "Masdar official site",
          "url": "https://masdar.ae/"
        }
      ]
    },
    {
      "id": "scatec",
      "name": "Scatec",
      "segment": "Renewable power",
      "url": "https://scatec.com/",
      "description": "",
      "sources": [
        {
          "name": "Scatec official site",
          "url": "https://scatec.com/"
        }
      ]
    },
    {
      "id": "mainstream-renewable-power",
      "name": "Mainstream Renewable Power",
      "segment": "Renewable power",
      "url": "https://mainstreamrp.com/",
      "description": "",
      "sources": [
        {
          "name": "Mainstream Renewable Power official site",
          "url": "https://mainstreamrp.com/"
        }
      ]
    },
    {
      "id": "northland-power",
      "name": "Northland Power",
      "segment": "Renewable power",
      "url": "https://northlandpower.com/",
      "description": "",
      "sources": [
        {
          "name": "Northland Power official site",
          "url": "https://northlandpower.com/"
        }
      ]
    },
    {
      "id": "ohme",
      "name": "Ohme",
      "segment": "EV charging",
      "url": "https://ohme-ev.com/",
      "description": "",
      "sources": [
        {
          "name": "Ohme official site",
          "url": "https://ohme-ev.com/"
        }
      ]
    },
    {
      "id": "green-mountain-energy",
      "name": "Green Mountain Energy",
      "segment": "Clean energy retail",
      "url": "https://greenmountainenergy.com/",
      "description": "",
      "sources": [
        {
          "name": "Green Mountain Energy official site",
          "url": "https://greenmountainenergy.com/"
        }
      ]
    },
    {
      "id": "arcadia",
      "name": "Arcadia",
      "segment": "Community solar",
      "url": "https://arcadia.com/",
      "description": "",
      "sources": [
        {
          "name": "Arcadia official site",
          "url": "https://arcadia.com/"
        }
      ]
    },
    {
      "id": "palmetto",
      "name": "Palmetto",
      "segment": "Residential clean energy",
      "url": "https://palmetto.com/",
      "description": "",
      "sources": [
        {
          "name": "Palmetto official site",
          "url": "https://palmetto.com/"
        }
      ]
    },
    {
      "id": "goodleap",
      "name": "GoodLeap",
      "segment": "Clean energy finance",
      "url": "https://goodleap.com/",
      "description": "",
      "sources": [
        {
          "name": "GoodLeap official site",
          "url": "https://goodleap.com/"
        }
      ]
    },
    {
      "id": "energysage",
      "name": "EnergySage",
      "segment": "Clean energy marketplace",
      "url": "https://energysage.com/",
      "description": "",
      "sources": [
        {
          "name": "EnergySage official site",
          "url": "https://energysage.com/"
        }
      ]
    },
    {
      "id": "aurora-solar",
      "name": "Aurora Solar",
      "segment": "Solar software",
      "url": "https://aurorasolar.com/",
      "description": "",
      "sources": [
        {
          "name": "Aurora Solar official site",
          "url": "https://aurorasolar.com/"
        }
      ]
    },
    {
      "id": "opensolar",
      "name": "OpenSolar",
      "segment": "Solar software",
      "url": "https://opensolar.com/",
      "description": "",
      "sources": [
        {
          "name": "OpenSolar official site",
          "url": "https://opensolar.com/"
        }
      ]
    },
    {
      "id": "uplight",
      "name": "Uplight",
      "segment": "Energy software",
      "url": "https://uplight.com/",
      "description": "",
      "sources": [
        {
          "name": "Uplight official site",
          "url": "https://uplight.com/"
        }
      ]
    },
    {
      "id": "emporia-energy",
      "name": "Emporia Energy",
      "segment": "Energy management",
      "url": "https://emporiaenergy.com/",
      "description": "",
      "sources": [
        {
          "name": "Emporia Energy official site",
          "url": "https://emporiaenergy.com/"
        }
      ]
    },
    {
      "id": "kraken-technologies",
      "name": "Kraken Technologies",
      "segment": "Energy software",
      "url": "https://kraken.tech/",
      "description": "",
      "sources": [
        {
          "name": "Kraken Technologies official site",
          "url": "https://kraken.tech/"
        }
      ]
    },
    {
      "id": "schneider-electric",
      "name": "Schneider Electric",
      "segment": "Energy management",
      "url": "https://se.com/",
      "description": "",
      "sources": [
        {
          "name": "Schneider Electric official site",
          "url": "https://se.com/"
        },
        {
          "name": "Simple Icons brand mark",
          "url": "https://simpleicons.org/?q=Schneider%20Electric"
        }
      ]
    },
    {
      "id": "plug-power",
      "name": "Plug Power",
      "segment": "Hydrogen technology",
      "url": "https://plugpower.com/",
      "description": "",
      "sources": [
        {
          "name": "Plug Power official site",
          "url": "https://plugpower.com/"
        }
      ]
    },
    {
      "id": "abb",
      "name": "ABB",
      "segment": "Electrification",
      "url": "https://abb.com/",
      "description": "",
      "sources": [
        {
          "name": "ABB official site",
          "url": "https://abb.com/"
        },
        {
          "name": "Simple Icons brand mark",
          "url": "https://simpleicons.org/?q=ABB"
        }
      ]
    },
    {
      "id": "siemens",
      "name": "Siemens",
      "segment": "Electrification",
      "url": "https://siemens.com/",
      "description": "",
      "sources": [
        {
          "name": "Siemens official site",
          "url": "https://siemens.com/"
        },
        {
          "name": "Simple Icons brand mark",
          "url": "https://simpleicons.org/?q=Siemens"
        }
      ]
    },
    {
      "id": "chargepoint",
      "name": "ChargePoint",
      "segment": "EV charging",
      "url": "https://chargepoint.com/",
      "description": "",
      "sources": [
        {
          "name": "ChargePoint official site",
          "url": "https://chargepoint.com/"
        }
      ],
      "growth": {
        "percent": -1,
        "period": "FY2026",
        "ended": "2026-01-31",
        "scope": "ChargePoint Holdings consolidated company",
        "note": "Preliminary unaudited annual revenue fell from $417.083 million in FY2025 to $411.224 million in FY2026. The company reports the decline rounded to 1%; subscription revenue grew separately.",
        "source": {
          "name": "ChargePoint - Q4 and FY2026 results",
          "url": "https://investors.chargepoint.com/news/news-details/2026/ChargePoint-Reports-Fourth-Quarter-and-Full-Fiscal-Year-2026-Financial-Results/default.aspx",
          "date": "2026-03-04"
        },
        "calculated": false
      }
    },
    {
      "id": "evgo",
      "name": "EVgo",
      "segment": "EV charging",
      "url": "https://evgo.com/",
      "description": "",
      "sources": [
        {
          "name": "EVgo official site",
          "url": "https://evgo.com/"
        }
      ],
      "growth": {
        "percent": 50,
        "period": "FY2025",
        "ended": "2025-12-31",
        "scope": "EVgo consolidated company",
        "note": "Annual revenue increased from $256.825 million to $384.086 million; reported growth is rounded to 50%. FY2025 revenue includes a non-recurring $25.9 million ancillary contract closeout payment.",
        "source": {
          "name": "EVgo - Q4 and FY2025 results",
          "url": "https://investors.evgo.com/news-releases/news-release-details/evgo-inc-reports-record-fourth-quarter-and-full-year-2025",
          "date": "2026-03-03"
        },
        "calculated": false
      }
    },
    {
      "id": "electrify-america",
      "name": "Electrify America",
      "segment": "EV charging",
      "url": "https://electrifyamerica.com/",
      "description": "",
      "sources": [
        {
          "name": "Electrify America official site",
          "url": "https://electrifyamerica.com/"
        }
      ]
    },
    {
      "id": "neoen",
      "name": "Neoen",
      "segment": "Renewable power",
      "url": "https://neoen.com/",
      "description": "",
      "sources": [
        {
          "name": "Neoen official site",
          "url": "https://neoen.com/"
        }
      ]
    },
    {
      "id": "wallbox",
      "name": "Wallbox",
      "segment": "EV charging",
      "url": "https://wallbox.com/",
      "description": "",
      "sources": [
        {
          "name": "Wallbox official site",
          "url": "https://wallbox.com/"
        }
      ]
    },
    {
      "id": "pod-point",
      "name": "Pod Point",
      "segment": "EV charging",
      "url": "https://pod-point.com/",
      "description": "",
      "sources": [
        {
          "name": "Pod Point official site",
          "url": "https://pod-point.com/"
        }
      ]
    },
    {
      "id": "tritium",
      "name": "Tritium",
      "segment": "EV charging",
      "url": "https://tritiumcharging.com/",
      "description": "",
      "sources": [
        {
          "name": "Tritium official site",
          "url": "https://tritiumcharging.com/"
        }
      ]
    },
    {
      "id": "axpo",
      "name": "Axpo",
      "segment": "Renewable power",
      "url": "https://axpo.com/",
      "description": "",
      "sources": [
        {
          "name": "Axpo official site",
          "url": "https://axpo.com/"
        }
      ]
    },
    {
      "id": "zaptec",
      "name": "Zaptec",
      "segment": "EV charging",
      "url": "https://zaptec.com/",
      "description": "",
      "sources": [
        {
          "name": "Zaptec official site",
          "url": "https://zaptec.com/"
        }
      ]
    },
    {
      "id": "easee",
      "name": "Easee",
      "segment": "EV charging",
      "url": "https://easee.com/",
      "description": "",
      "sources": [
        {
          "name": "Easee official site",
          "url": "https://easee.com/"
        }
      ]
    },
    {
      "id": "nel-hydrogen",
      "name": "Nel Hydrogen",
      "segment": "Hydrogen technology",
      "url": "https://nelhydrogen.com/",
      "description": "",
      "sources": [
        {
          "name": "Nel Hydrogen official site",
          "url": "https://nelhydrogen.com/"
        }
      ]
    },
    {
      "id": "bloom-energy",
      "name": "Bloom Energy",
      "segment": "Fuel cells",
      "url": "https://bloomenergy.com/",
      "description": "",
      "sources": [
        {
          "name": "Bloom Energy official site",
          "url": "https://bloomenergy.com/"
        }
      ]
    }
  ],
  "answers": [
    {
      "group": "In this industry",
      "id": "answer-clean-tech-aov",
      "question": "What does AOV measure in this renewable-energy research?",
      "text": "The $224.58 median describes account-level purchase order value in Renewable Energy & Clean Tech. The middle 50% is $41.10–$1,070.20. These are purchase-value figures, not solar lead costs or signed-project values.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-clean-tech-aov",
      "citation": "Madgicx Research & Labs. Renewable Energy & Clean Tech. What does AOV measure in this renewable-energy research? The $224.58 median describes account-level purchase order value in Renewable Energy & Clean Tech. The middle 50% is $41.10–$1,070.20. These are purchase-value figures, not solar lead costs or signed-project values. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark Answer: https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-clean-tech-aov",
      "source_url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark"
    },
    {
      "group": "In this industry",
      "id": "answer-solar-installation-value",
      "question": "Is clean-tech AOV the value of a sold solar installation?",
      "text": "The benchmark covers the wider Renewable Energy & Clean Tech category and its subcategories. It does not establish what an account's purchase value represents within a solar contract, so it should not be labeled as the value of a completed installation.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-solar-installation-value",
      "citation": "Madgicx Research & Labs. Renewable Energy & Clean Tech. Is clean-tech AOV the value of a sold solar installation? The benchmark covers the wider Renewable Energy & Clean Tech category and its subcategories. It does not establish what an account's purchase value represents within a solar contract, so it should not be labeled as the value of a completed installation. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark Answer: https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-solar-installation-value",
      "source_url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark"
    },
    {
      "group": "In this industry",
      "id": "answer-solar-lead-cost",
      "question": "Can this AOV benchmark set a solar cost-per-lead target?",
      "text": "No. The available figure measures purchase order value. Using it as cost per lead would change the metric's meaning; this edition does not provide a verified solar CPL target.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-solar-lead-cost",
      "citation": "Madgicx Research & Labs. Renewable Energy & Clean Tech. Can this AOV benchmark set a solar cost-per-lead target? No. The available figure measures purchase order value. Using it as cost per lead would change the metric's meaning; this edition does not provide a verified solar CPL target. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark Answer: https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-solar-lead-cost",
      "source_url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-median-aov",
      "question": "What is the average order value benchmark for Renewable Energy & Clean Tech?",
      "text": "The median account AOV for Renewable Energy & Clean Tech is $224.58 USD. This is the middle account-level average order value in the benchmark.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-median-aov",
      "citation": "Madgicx Research & Labs. Renewable Energy & Clean Tech. What is the average order value benchmark for Renewable Energy & Clean Tech? The median account AOV for Renewable Energy & Clean Tech is $224.58 USD. This is the middle account-level average order value in the benchmark. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark Answer: https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-median-aov",
      "source_url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-aov-range",
      "question": "What is the typical AOV range in Renewable Energy & Clean Tech?",
      "text": "The middle 50% of account AOVs runs from $41.10 to $1,070.20 USD. This is the interquartile range, not the minimum and maximum.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-aov-range",
      "citation": "Madgicx Research & Labs. Renewable Energy & Clean Tech. What is the typical AOV range in Renewable Energy & Clean Tech? The middle 50% of account AOVs runs from $41.10 to $1,070.20 USD. This is the interquartile range, not the minimum and maximum. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark Answer: https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-aov-range",
      "source_url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-lower-quartile-aov",
      "question": "What is the lower-quartile AOV?",
      "text": "The 25th-percentile account AOV is $41.10 USD. It marks the lower edge of the middle 50% of this distribution.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-lower-quartile-aov",
      "citation": "Madgicx Research & Labs. Renewable Energy & Clean Tech. What is the lower-quartile AOV? The 25th-percentile account AOV is $41.10 USD. It marks the lower edge of the middle 50% of this distribution. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark Answer: https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-lower-quartile-aov",
      "source_url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-upper-quartile-aov",
      "question": "What is the upper-quartile AOV?",
      "text": "The 75th-percentile account AOV is $1,070.20 USD. It marks the upper edge of the middle 50%, not a performance target.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-upper-quartile-aov",
      "citation": "Madgicx Research & Labs. Renewable Energy & Clean Tech. What is the upper-quartile AOV? The 75th-percentile account AOV is $1,070.20 USD. It marks the upper edge of the middle 50%, not a performance target. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark Answer: https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-upper-quartile-aov",
      "source_url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-aov-calculation",
      "question": "What does this AOV benchmark show?",
      "text": "Median and middle 50% of observed account-level average order values in USD, with each account weighted equally. Use this range as a comparison, not a profitability measure.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-aov-calculation",
      "citation": "Madgicx Research & Labs. Renewable Energy & Clean Tech. What does this AOV benchmark show? Median and middle 50% of observed account-level average order values in USD, with each account weighted equally. Use this range as a comparison, not a profitability measure. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark Answer: https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-aov-calculation",
      "source_url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-median-or-mean",
      "question": "Is this the mean AOV across all orders?",
      "text": "No. It is the median of account-level average order values. Each account receives equal weight; it is not a pooled average of every order.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-median-or-mean",
      "citation": "Madgicx Research & Labs. Renewable Energy & Clean Tech. Is this the mean AOV across all orders? No. It is the median of account-level average order values. Each account receives equal weight; it is not a pooled average of every order. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark Answer: https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-median-or-mean",
      "source_url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-benchmark-period",
      "question": "When was this benchmark snapshot read?",
      "text": "The snapshot was read on 11 October 2026.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-benchmark-period",
      "citation": "Madgicx Research & Labs. Renewable Energy & Clean Tech. When was this benchmark snapshot read? The snapshot was read on 11 October 2026. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark Answer: https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-benchmark-period",
      "source_url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-benchmark-coverage",
      "question": "Which industry or subcategory does this benchmark cover?",
      "text": "This benchmark covers Renewable Energy & Clean Tech classifications at the industry root and its subcategories. It is an aggregated advertising-data benchmark, not a census of all businesses.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-benchmark-coverage",
      "citation": "Madgicx Research & Labs. Renewable Energy & Clean Tech. Which industry or subcategory does this benchmark cover? This benchmark covers Renewable Energy & Clean Tech classifications at the industry root and its subcategories. It is an aggregated advertising-data benchmark, not a census of all businesses. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark Answer: https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-benchmark-coverage",
      "source_url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-compare-aov",
      "question": "How can I compare my AOV with this benchmark?",
      "text": "Enter your AOV in USD in the comparison field above. It shows the difference from the median and whether your value falls below, within or above the middle 50%. Your entered amount stays on this page.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-compare-aov",
      "citation": "Madgicx Research & Labs. Renewable Energy & Clean Tech. How can I compare my AOV with this benchmark? Enter your AOV in USD in the comparison field above. It shows the difference from the median and whether your value falls below, within or above the middle 50%. Your entered amount stays on this page. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark Answer: https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-compare-aov",
      "source_url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-aov-performance",
      "question": "Does an above-median AOV mean better advertising performance?",
      "text": "The comparison describes position in the account AOV distribution, not profitability. It is not a performance score.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-aov-performance",
      "citation": "Madgicx Research & Labs. Renewable Energy & Clean Tech. Does an above-median AOV mean better advertising performance? The comparison describes position in the account AOV distribution, not profitability. It is not a performance score. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark Answer: https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-aov-performance",
      "source_url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#benchmark"
    },
    {
      "group": "Use this research",
      "id": "answer-directory-and-benchmark",
      "question": "Are the listed brands the businesses behind the benchmark?",
      "text": "Inclusion does not indicate participation in the benchmark or a Madgicx customer relationship.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-directory-and-benchmark",
      "citation": "Madgicx Research & Labs. Renewable Energy & Clean Tech. Are the listed brands the businesses behind the benchmark? Inclusion does not indicate participation in the benchmark or a Madgicx customer relationship.  Source: https://madgicx.com/labs/industries/renewable-energy-clean-tech#brands Answer: https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-directory-and-benchmark",
      "source_url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#brands"
    },
    {
      "group": "Use this research",
      "id": "answer-brand-level-aov",
      "question": "Can I use the industry AOV as a listed brand's AOV?",
      "text": "No brand-level AOV, customer affiliation or ad spend is inferred. Independent public brand references are separate from the aggregate benchmark.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-brand-level-aov",
      "citation": "Madgicx Research & Labs. Renewable Energy & Clean Tech. Can I use the industry AOV as a listed brand's AOV? No brand-level AOV, customer affiliation or ad spend is inferred. Independent public brand references are separate from the aggregate benchmark.  Source: https://madgicx.com/labs/industries/renewable-energy-clean-tech#method Answer: https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-brand-level-aov",
      "source_url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#method"
    },
    {
      "group": "Use this research",
      "id": "answer-download-research",
      "question": "Can I download this industry research?",
      "text": "The exports section provides this edition in Markdown and JSON, along with a research index. Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-download-research",
      "citation": "Madgicx Research & Labs. Renewable Energy & Clean Tech. Can I download this industry research? The exports section provides this edition in Markdown and JSON, along with a research index. Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.  Source: https://madgicx.com/labs/industries/renewable-energy-clean-tech#reuse Answer: https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-download-research",
      "source_url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#reuse"
    },
    {
      "group": "Use this research",
      "id": "answer-cite-research",
      "question": "How should I cite a finding from this page?",
      "text": "Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-cite-research",
      "citation": "Madgicx Research & Labs. Renewable Energy & Clean Tech. How should I cite a finding from this page? Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.  Source: https://madgicx.com/labs/industries/renewable-energy-clean-tech#reuse Answer: https://madgicx.com/labs/industries/renewable-energy-clean-tech#answer-cite-research",
      "source_url": "https://madgicx.com/labs/industries/renewable-energy-clean-tech#reuse"
    }
  ]
}