{
  "name": "Performance Upgrades",
  "edition_label": "October 2026",
  "edition_updated_at": "2026-10-11",
  "slug": "performance-upgrades",
  "kind": "subcategory",
  "parent_slug": "automotive-parts-accessories",
  "url": "https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades",
  "scope": "Category research. Verified account AOV aggregate supplied separately.",
  "directory_status": "deferred",
  "page_readiness": "published",
  "directory_notice": null,
  "benchmark": {
    "status": "verified_aggregate",
    "slug": "performance-upgrades",
    "parent_slug": "automotive-parts-accessories",
    "cohort_scope": "exact_child",
    "median_aov_usd": 399.58,
    "p25_aov_usd": 226.26,
    "p75_aov_usd": 1006.5,
    "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. Performance Upgrades account AOV: median $399.58; middle 50% $226.26 to $1,006.50. Snapshot read 11 October 2026. https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#benchmark",
    "source": {
      "name": "Madgicx Research & Labs",
      "url": "https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#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-performance-upgrades-1",
      "question": "Does EPA evaluation mean endorsement?",
      "text": "EPA states that its voluntary retrofit evaluation does not approve, certify or endorse a product. A performance ad should cite only an actual product-specific report and avoid an EPA-approved badge.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-auto-performance-upgrades-1",
      "citation": "Madgicx Research & Labs. Performance Upgrades. Does EPA evaluation mean endorsement? EPA states that its voluntary retrofit evaluation does not approve, certify or endorse a product. A performance ad should cite only an actual product-specific report and avoid an EPA-approved badge.  Source: https://www.epa.gov/ve-certification/evaluation-program-aftermarket-retrofit-devices Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-auto-performance-upgrades-1",
      "source_url": "https://www.epa.gov/ve-certification/evaluation-program-aftermarket-retrofit-devices"
    },
    {
      "group": "In this category",
      "id": "answer-auto-performance-upgrades-2",
      "question": "What does the evaluation program examine?",
      "text": "EPA says the program analyzes devices and additives marketed for fuel-economy or emissions effects. Creative can identify the claimed attribute and require its own evidence rather than infer a benefit from the category.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-auto-performance-upgrades-2",
      "citation": "Madgicx Research & Labs. Performance Upgrades. What does the evaluation program examine? EPA says the program analyzes devices and additives marketed for fuel-economy or emissions effects. Creative can identify the claimed attribute and require its own evidence rather than infer a benefit from the category.  Source: https://www.epa.gov/ve-certification/evaluation-program-aftermarket-retrofit-devices Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-auto-performance-upgrades-2",
      "source_url": "https://www.epa.gov/ve-certification/evaluation-program-aftermarket-retrofit-devices"
    },
    {
      "group": "In this category",
      "id": "answer-auto-performance-upgrades-3",
      "question": "Can a generic upgrade image prove a result?",
      "text": "EPA describes technical reports for specific devices, not a category-wide performance guarantee. An ad can show component design while keeping any measured result tied to the exact test and configuration.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-auto-performance-upgrades-3",
      "citation": "Madgicx Research & Labs. Performance Upgrades. Can a generic upgrade image prove a result? EPA describes technical reports for specific devices, not a category-wide performance guarantee. An ad can show component design while keeping any measured result tied to the exact test and configuration.  Source: https://www.epa.gov/ve-certification/evaluation-program-aftermarket-retrofit-devices Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-auto-performance-upgrades-3",
      "source_url": "https://www.epa.gov/ve-certification/evaluation-program-aftermarket-retrofit-devices"
    },
    {
      "group": "In this category",
      "id": "answer-auto-performance-upgrades-4",
      "question": "How should a test reference be presented?",
      "text": "EPA lists individual test reports within its evaluation program. A landing page can link to the exact report if applicable, then separate that evidence from the seller’s broader marketing interpretation.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-auto-performance-upgrades-4",
      "citation": "Madgicx Research & Labs. Performance Upgrades. How should a test reference be presented? EPA lists individual test reports within its evaluation program. A landing page can link to the exact report if applicable, then separate that evidence from the seller’s broader marketing interpretation.  Source: https://www.epa.gov/ve-certification/evaluation-program-aftermarket-retrofit-devices Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-auto-performance-upgrades-4",
      "source_url": "https://www.epa.gov/ve-certification/evaluation-program-aftermarket-retrofit-devices"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-median-aov",
      "question": "What is the average order value benchmark for Performance Upgrades?",
      "text": "The median account AOV for Performance Upgrades is $399.58 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/automotive-parts-accessories/performance-upgrades#answer-median-aov",
      "citation": "Madgicx Research & Labs. Performance Upgrades. What is the average order value benchmark for Performance Upgrades? The median account AOV for Performance Upgrades is $399.58 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/automotive-parts-accessories/performance-upgrades#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-median-aov",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-aov-range",
      "question": "What is the typical AOV range in Performance Upgrades?",
      "text": "The middle 50% of account AOVs runs from $226.26 to $1,006.50 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/performance-upgrades#answer-aov-range",
      "citation": "Madgicx Research & Labs. Performance Upgrades. What is the typical AOV range in Performance Upgrades? The middle 50% of account AOVs runs from $226.26 to $1,006.50 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/performance-upgrades#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-aov-range",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-lower-quartile-aov",
      "question": "What is the lower-quartile AOV?",
      "text": "The 25th-percentile account AOV is $226.26 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/performance-upgrades#answer-lower-quartile-aov",
      "citation": "Madgicx Research & Labs. Performance Upgrades. What is the lower-quartile AOV? The 25th-percentile account AOV is $226.26 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/performance-upgrades#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-lower-quartile-aov",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-upper-quartile-aov",
      "question": "What is the upper-quartile AOV?",
      "text": "The 75th-percentile account AOV is $1,006.50 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/performance-upgrades#answer-upper-quartile-aov",
      "citation": "Madgicx Research & Labs. Performance Upgrades. What is the upper-quartile AOV? The 75th-percentile account AOV is $1,006.50 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/performance-upgrades#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-upper-quartile-aov",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#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/performance-upgrades#answer-aov-calculation",
      "citation": "Madgicx Research & Labs. Performance Upgrades. 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/performance-upgrades#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-aov-calculation",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#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/performance-upgrades#answer-median-or-mean",
      "citation": "Madgicx Research & Labs. Performance Upgrades. 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/performance-upgrades#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-median-or-mean",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#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/performance-upgrades#answer-benchmark-period",
      "citation": "Madgicx Research & Labs. Performance Upgrades. 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/performance-upgrades#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-benchmark-period",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-benchmark-coverage",
      "question": "Which industry or subcategory does this benchmark cover?",
      "text": "This benchmark covers exact Performance Upgrades 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/performance-upgrades#answer-benchmark-coverage",
      "citation": "Madgicx Research & Labs. Performance Upgrades. Which industry or subcategory does this benchmark cover? This benchmark covers exact Performance Upgrades 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/performance-upgrades#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-benchmark-coverage",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#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/performance-upgrades#answer-compare-aov",
      "citation": "Madgicx Research & Labs. Performance Upgrades. 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/performance-upgrades#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-compare-aov",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#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/performance-upgrades#answer-aov-performance",
      "citation": "Madgicx Research & Labs. Performance Upgrades. 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/performance-upgrades#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-aov-performance",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#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/performance-upgrades#answer-download-research",
      "citation": "Madgicx Research & Labs. Performance Upgrades. 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/performance-upgrades#reuse Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-download-research",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#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/performance-upgrades#answer-cite-research",
      "citation": "Madgicx Research & Labs. Performance Upgrades. 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/performance-upgrades#reuse Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#answer-cite-research",
      "source_url": "https://madgicx.com/labs/industries/automotive-parts-accessories/performance-upgrades#reuse"
    }
  ]
}