{
  "name": "Auto Detailing Services",
  "edition_label": "October 2026",
  "edition_updated_at": "2026-10-11",
  "slug": "auto-detailing-services",
  "kind": "subcategory",
  "parent_slug": "automotive-services",
  "url": "https://madgicx.com/labs/industries/automotive-services/auto-detailing-services",
  "scope": "Category research. Verified account AOV aggregate supplied separately.",
  "directory_status": "deferred",
  "page_readiness": "published",
  "directory_notice": null,
  "benchmark": {
    "status": "verified_aggregate",
    "slug": "auto-detailing-services",
    "parent_slug": "automotive-services",
    "cohort_scope": "exact_child",
    "median_aov_usd": 58.02,
    "p25_aov_usd": 35.7,
    "p75_aov_usd": 173.06,
    "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": "2026-10-11T14:06:40.917993+00:00",
    "period_label": "Dated snapshot",
    "citation": "Madgicx Research & Labs. Auto Detailing Services account AOV: median $58.02; middle 50% $35.70 to $173.06. Snapshot read 11 October 2026. https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#benchmark",
    "source": {
      "name": "Madgicx Research & Labs",
      "url": "https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#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-auto-detailing-services-1",
      "question": "What makes a detailing scope legible?",
      "text": "3M separates small-area finishing, full-panel finishing and final vehicle clean-up in its process library. An ad can name the actual surfaces and treatment offered instead of using an unqualified before-and-after.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-auto-auto-detailing-services-1",
      "citation": "Madgicx Research & Labs. Auto Detailing Services. What makes a detailing scope legible? 3M separates small-area finishing, full-panel finishing and final vehicle clean-up in its process library. An ad can name the actual surfaces and treatment offered instead of using an unqualified before-and-after.  Source: https://www.3m.com/3M/en_US/collision-repair-us/applications/paint-finishing-and-detail-shop/ Answer: https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-auto-auto-detailing-services-1",
      "source_url": "https://www.3m.com/3M/en_US/collision-repair-us/applications/paint-finishing-and-detail-shop/"
    },
    {
      "group": "In this category",
      "id": "answer-auto-auto-detailing-services-2",
      "question": "Why identify the paint-finishing area?",
      "text": "3M describes full-panel and spot processes as separate jobs with different tools and steps. Creative can state whether the offered service covers a spot or panel, without promising an unseen finish.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-auto-auto-detailing-services-2",
      "citation": "Madgicx Research & Labs. Auto Detailing Services. Why identify the paint-finishing area? 3M describes full-panel and spot processes as separate jobs with different tools and steps. Creative can state whether the offered service covers a spot or panel, without promising an unseen finish.  Source: https://www.3m.com/3M/en_US/collision-repair-us/applications/paint-finishing-and-detail-shop/ Answer: https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-auto-auto-detailing-services-2",
      "source_url": "https://www.3m.com/3M/en_US/collision-repair-us/applications/paint-finishing-and-detail-shop/"
    },
    {
      "group": "In this category",
      "id": "answer-auto-auto-detailing-services-3",
      "question": "What belongs after compounding?",
      "text": "3M’s full-panel process describes scratch refinement, compounding, polishing and inspection as separate stages. A detail page can show the stated sequence while leaving the actual finish subject to the vehicle’s condition.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-auto-auto-detailing-services-3",
      "citation": "Madgicx Research & Labs. Auto Detailing Services. What belongs after compounding? 3M’s full-panel process describes scratch refinement, compounding, polishing and inspection as separate stages. A detail page can show the stated sequence while leaving the actual finish subject to the vehicle’s condition.  Source: https://www.3m.com/3M/en_US/collision-repair-us/applications/paint-finishing-and-detail-shop/ Answer: https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-auto-auto-detailing-services-3",
      "source_url": "https://www.3m.com/3M/en_US/collision-repair-us/applications/paint-finishing-and-detail-shop/"
    },
    {
      "group": "In this category",
      "id": "answer-auto-auto-detailing-services-4",
      "question": "Does final clean-up mean paint correction?",
      "text": "3M lists carpeting, engine compartments, tires and glass in final vehicle clean-up. An ad can specify those surfaces and keep paint-correction services as a separately named option if offered.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-auto-auto-detailing-services-4",
      "citation": "Madgicx Research & Labs. Auto Detailing Services. Does final clean-up mean paint correction? 3M lists carpeting, engine compartments, tires and glass in final vehicle clean-up. An ad can specify those surfaces and keep paint-correction services as a separately named option if offered.  Source: https://www.3m.com/3M/en_US/collision-repair-us/applications/paint-finishing-and-detail-shop/ Answer: https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-auto-auto-detailing-services-4",
      "source_url": "https://www.3m.com/3M/en_US/collision-repair-us/applications/paint-finishing-and-detail-shop/"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-median-aov",
      "question": "What is the average order value benchmark for Auto Detailing Services?",
      "text": "The median account AOV for Auto Detailing Services is $58.02 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-services/auto-detailing-services#answer-median-aov",
      "citation": "Madgicx Research & Labs. Auto Detailing Services. What is the average order value benchmark for Auto Detailing Services? The median account AOV for Auto Detailing Services is $58.02 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-services/auto-detailing-services#benchmark Answer: https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-median-aov",
      "source_url": "https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-aov-range",
      "question": "What is the typical AOV range in Auto Detailing Services?",
      "text": "The middle 50% of account AOVs runs from $35.70 to $173.06 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-services/auto-detailing-services#answer-aov-range",
      "citation": "Madgicx Research & Labs. Auto Detailing Services. What is the typical AOV range in Auto Detailing Services? The middle 50% of account AOVs runs from $35.70 to $173.06 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-services/auto-detailing-services#benchmark Answer: https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-aov-range",
      "source_url": "https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-lower-quartile-aov",
      "question": "What is the lower-quartile AOV?",
      "text": "The 25th-percentile account AOV is $35.70 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-services/auto-detailing-services#answer-lower-quartile-aov",
      "citation": "Madgicx Research & Labs. Auto Detailing Services. What is the lower-quartile AOV? The 25th-percentile account AOV is $35.70 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-services/auto-detailing-services#benchmark Answer: https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-lower-quartile-aov",
      "source_url": "https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-upper-quartile-aov",
      "question": "What is the upper-quartile AOV?",
      "text": "The 75th-percentile account AOV is $173.06 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-services/auto-detailing-services#answer-upper-quartile-aov",
      "citation": "Madgicx Research & Labs. Auto Detailing Services. What is the upper-quartile AOV? The 75th-percentile account AOV is $173.06 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-services/auto-detailing-services#benchmark Answer: https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-upper-quartile-aov",
      "source_url": "https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#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-services/auto-detailing-services#answer-aov-calculation",
      "citation": "Madgicx Research & Labs. Auto Detailing Services. 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-services/auto-detailing-services#benchmark Answer: https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-aov-calculation",
      "source_url": "https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#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-services/auto-detailing-services#answer-median-or-mean",
      "citation": "Madgicx Research & Labs. Auto Detailing Services. 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-services/auto-detailing-services#benchmark Answer: https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-median-or-mean",
      "source_url": "https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#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-services/auto-detailing-services#answer-benchmark-period",
      "citation": "Madgicx Research & Labs. Auto Detailing Services. 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-services/auto-detailing-services#benchmark Answer: https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-benchmark-period",
      "source_url": "https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-benchmark-coverage",
      "question": "Which industry or subcategory does this benchmark cover?",
      "text": "This benchmark covers exact Auto Detailing Services classifications under Automotive Services. 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-services/auto-detailing-services#answer-benchmark-coverage",
      "citation": "Madgicx Research & Labs. Auto Detailing Services. Which industry or subcategory does this benchmark cover? This benchmark covers exact Auto Detailing Services classifications under Automotive Services. 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-services/auto-detailing-services#benchmark Answer: https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-benchmark-coverage",
      "source_url": "https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#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-services/auto-detailing-services#answer-compare-aov",
      "citation": "Madgicx Research & Labs. Auto Detailing Services. 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-services/auto-detailing-services#benchmark Answer: https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-compare-aov",
      "source_url": "https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#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-services/auto-detailing-services#answer-aov-performance",
      "citation": "Madgicx Research & Labs. Auto Detailing Services. 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-services/auto-detailing-services#benchmark Answer: https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-aov-performance",
      "source_url": "https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#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-services/auto-detailing-services#answer-download-research",
      "citation": "Madgicx Research & Labs. Auto Detailing Services. 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-services/auto-detailing-services#reuse Answer: https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-download-research",
      "source_url": "https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#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-services/auto-detailing-services#answer-cite-research",
      "citation": "Madgicx Research & Labs. Auto Detailing Services. 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-services/auto-detailing-services#reuse Answer: https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#answer-cite-research",
      "source_url": "https://madgicx.com/labs/industries/automotive-services/auto-detailing-services#reuse"
    }
  ]
}
