{
  "name": "Electrical & Lighting",
  "edition_label": "October 2026",
  "edition_updated_at": "2026-10-11",
  "slug": "electrical-lighting",
  "kind": "subcategory",
  "parent_slug": "automotive-parts-accessories",
  "url": "https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting",
  "scope": "Category research. Verified account AOV aggregate supplied separately.",
  "directory_status": "deferred",
  "page_readiness": "published",
  "directory_notice": null,
  "benchmark": {
    "status": "verified_aggregate",
    "slug": "electrical-lighting",
    "parent_slug": "automotive-parts-accessories",
    "cohort_scope": "exact_child",
    "median_aov_usd": 84.22,
    "p25_aov_usd": 41.46,
    "p75_aov_usd": 359.34,
    "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": "2026-10-11T14:06:35.690214+00:00",
    "period_label": "Dated snapshot",
    "citation": "Madgicx Research & Labs. Electrical & Lighting account AOV: median $84.22; middle 50% $41.46 to $359.34. Snapshot read 11 October 2026. https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#benchmark",
    "source": {
      "name": "Madgicx Research & Labs",
      "url": "https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#benchmark"
    }
  },
  "metric_definitions": [],
  "metric_definitions_scope": "Definitions only; no ACV, MRR or ARPU benchmark or measured correlation is supplied.",
  "brands": null,
  "answers": [
    {
      "group": "In this category",
      "id": "answer-auto-electrical-lighting-1",
      "question": "Why distinguish a headlamp assembly from a bulb?",
      "text": "NHTSA describes integral-beam and replaceable-bulb headlamps as different designs under its lighting standard. A listing can identify which item is offered before asking a buyer to check the vehicle specification.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-auto-electrical-lighting-1",
      "citation": "Madgicx Research & Labs. Electrical & Lighting. Why distinguish a headlamp assembly from a bulb? NHTSA describes integral-beam and replaceable-bulb headlamps as different designs under its lighting standard. A listing can identify which item is offered before asking a buyer to check the vehicle specification.  Source: https://www.nhtsa.gov/interpretations/571108-ncc-230201-001-led-headlights-m-baker Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-auto-electrical-lighting-1",
      "source_url": "https://www.nhtsa.gov/interpretations/571108-ncc-230201-001-led-headlights-m-baker"
    },
    {
      "group": "In this category",
      "id": "answer-auto-electrical-lighting-2",
      "question": "What does a lighting standard cover?",
      "text": "NHTSA says FMVSS 108 covers original and replacement lamps, reflective devices and associated equipment. Creative should name the actual item and documented specification, not treat a bright image as compliance evidence.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-auto-electrical-lighting-2",
      "citation": "Madgicx Research & Labs. Electrical & Lighting. What does a lighting standard cover? NHTSA says FMVSS 108 covers original and replacement lamps, reflective devices and associated equipment. Creative should name the actual item and documented specification, not treat a bright image as compliance evidence.  Source: https://www.nhtsa.gov/interpretations/571108-ncc-230201-001-led-headlights-m-baker Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-auto-electrical-lighting-2",
      "source_url": "https://www.nhtsa.gov/interpretations/571108-ncc-230201-001-led-headlights-m-baker"
    },
    {
      "group": "In this category",
      "id": "answer-auto-electrical-lighting-3",
      "question": "Can a visual imply that any LED bulb works?",
      "text": "In its published interpretation, NHTSA separates LED integral-beam designs from replaceable-bulb headlamps. An ad should avoid a generic swap claim and direct buyers to the relevant product and vehicle documentation.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-auto-electrical-lighting-3",
      "citation": "Madgicx Research & Labs. Electrical & Lighting. Can a visual imply that any LED bulb works? In its published interpretation, NHTSA separates LED integral-beam designs from replaceable-bulb headlamps. An ad should avoid a generic swap claim and direct buyers to the relevant product and vehicle documentation.  Source: https://www.nhtsa.gov/interpretations/571108-ncc-230201-001-led-headlights-m-baker Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-auto-electrical-lighting-3",
      "source_url": "https://www.nhtsa.gov/interpretations/571108-ncc-230201-001-led-headlights-m-baker"
    },
    {
      "group": "In this category",
      "id": "answer-auto-electrical-lighting-4",
      "question": "Why include exact electrical specifications?",
      "text": "NHTSA states that replaceable light sources have dimensional and electrical specifications used for interchangeability. A product page can expose the documented source designation rather than promise universal fit.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-auto-electrical-lighting-4",
      "citation": "Madgicx Research & Labs. Electrical & Lighting. Why include exact electrical specifications? NHTSA states that replaceable light sources have dimensional and electrical specifications used for interchangeability. A product page can expose the documented source designation rather than promise universal fit.  Source: https://www.nhtsa.gov/interpretations/571108-ncc-230201-001-led-headlights-m-baker Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-auto-electrical-lighting-4",
      "source_url": "https://www.nhtsa.gov/interpretations/571108-ncc-230201-001-led-headlights-m-baker"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-median-aov",
      "question": "What is the average order value benchmark for Electrical & Lighting?",
      "text": "The median account AOV for Electrical & Lighting is $84.22 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/automotive-parts-accessories/electrical-lighting#answer-median-aov",
      "citation": "Madgicx Research & Labs. Electrical & Lighting. What is the average order value benchmark for Electrical & Lighting? The median account AOV for Electrical & Lighting is $84.22 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/automotive-parts-accessories/electrical-lighting#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-median-aov",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-aov-range",
      "question": "What is the typical AOV range in Electrical & Lighting?",
      "text": "The middle 50% of account AOVs runs from $41.46 to $359.34 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/automotive-parts-accessories/electrical-lighting#answer-aov-range",
      "citation": "Madgicx Research & Labs. Electrical & Lighting. What is the typical AOV range in Electrical & Lighting? The middle 50% of account AOVs runs from $41.46 to $359.34 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/automotive-parts-accessories/electrical-lighting#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-aov-range",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-lower-quartile-aov",
      "question": "What is the lower-quartile AOV?",
      "text": "The 25th-percentile account AOV is $41.46 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/automotive-parts-accessories/electrical-lighting#answer-lower-quartile-aov",
      "citation": "Madgicx Research & Labs. Electrical & Lighting. What is the lower-quartile AOV? The 25th-percentile account AOV is $41.46 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/automotive-parts-accessories/electrical-lighting#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-lower-quartile-aov",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-upper-quartile-aov",
      "question": "What is the upper-quartile AOV?",
      "text": "The 75th-percentile account AOV is $359.34 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/automotive-parts-accessories/electrical-lighting#answer-upper-quartile-aov",
      "citation": "Madgicx Research & Labs. Electrical & Lighting. What is the upper-quartile AOV? The 75th-percentile account AOV is $359.34 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/automotive-parts-accessories/electrical-lighting#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-upper-quartile-aov",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#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/automotive-parts-accessories/electrical-lighting#answer-aov-calculation",
      "citation": "Madgicx Research & Labs. Electrical & Lighting. 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/automotive-parts-accessories/electrical-lighting#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-aov-calculation",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#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/automotive-parts-accessories/electrical-lighting#answer-median-or-mean",
      "citation": "Madgicx Research & Labs. Electrical & Lighting. 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/automotive-parts-accessories/electrical-lighting#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-median-or-mean",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#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/automotive-parts-accessories/electrical-lighting#answer-benchmark-period",
      "citation": "Madgicx Research & Labs. Electrical & Lighting. 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/automotive-parts-accessories/electrical-lighting#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-benchmark-period",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-benchmark-coverage",
      "question": "Which industry or subcategory does this benchmark cover?",
      "text": "This benchmark covers exact Electrical & Lighting classifications under Automotive Parts & Accessories. It excludes the parent industry and sibling subcategories.",
      "context": "USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-benchmark-coverage",
      "citation": "Madgicx Research & Labs. Electrical & Lighting. Which industry or subcategory does this benchmark cover? This benchmark covers exact Electrical & Lighting classifications under Automotive Parts & Accessories. It excludes the parent industry and sibling subcategories. USD · Equal-weight AOV benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-benchmark-coverage",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#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/automotive-parts-accessories/electrical-lighting#answer-compare-aov",
      "citation": "Madgicx Research & Labs. Electrical & Lighting. 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/automotive-parts-accessories/electrical-lighting#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-compare-aov",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#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/automotive-parts-accessories/electrical-lighting#answer-aov-performance",
      "citation": "Madgicx Research & Labs. Electrical & Lighting. 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/automotive-parts-accessories/electrical-lighting#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-aov-performance",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#benchmark"
    },
    {
      "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/automotive-parts-accessories/electrical-lighting#answer-download-research",
      "citation": "Madgicx Research & Labs. Electrical & Lighting. 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/automotive-parts-accessories/electrical-lighting#reuse Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-download-research",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#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/automotive-parts-accessories/electrical-lighting#answer-cite-research",
      "citation": "Madgicx Research & Labs. Electrical & Lighting. 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/automotive-parts-accessories/electrical-lighting#reuse Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#answer-cite-research",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/electrical-lighting#reuse"
    }
  ]
}