{
  "name": "Vehicle Sales & Transportation Products",
  "edition_label": "October 2026",
  "edition_updated_at": "2026-10-11",
  "slug": "vehicle-sales-transportation-products",
  "kind": "industry",
  "parent_slug": null,
  "url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products",
  "scope": "Category research. Verified account AOV aggregate supplied separately.",
  "directory_status": "deferred",
  "page_readiness": "published",
  "directory_notice": null,
  "benchmark": {
    "status": "verified_aggregate",
    "slug": "vehicle-sales-transportation-products",
    "parent_slug": null,
    "cohort_scope": "root_and_children",
    "median_aov_usd": 532.05,
    "p25_aov_usd": 5.17,
    "p75_aov_usd": 2003.56,
    "metric_window": null,
    "scope_label": "Equal-weight account aggregate · Reporting period not supplied",
    "methodology": "Median and middle 50% of account-level average order values. Each account value is purchase ROAS multiplied by cost per purchase in USD. Successful classifications, including manual corrections, with positive finite spend, purchases, ROAS and cost per purchase. Accounts are counted once with equal weight. Quartiles use linear interpolation. Root cohorts include direct root classifications and their child categories; exact-child cohorts exclude parent and sibling categories. The source selects the highest-spend coverage row per account among snapshots dated within the preceding 30 days; the underlying reporting period is not supplied. This is a dated aggregate advertising-data snapshot, not business-wide AOV or a census.",
    "read_at": "2026-10-11T14:12:28.221736+00:00",
    "period_label": "Dated snapshot · underlying reporting period not supplied",
    "citation": "Madgicx Research & Labs. Vehicle Sales & Transportation Products account AOV: median $532.05; middle 50% $5.17–$2,003.56. Snapshot read 2026-10-11T14:12:28.221736+00:00; underlying reporting period not supplied. https://madgicx.com/labs/industries/vehicle-sales-transportation-products#benchmark",
    "source": {
      "name": "Madgicx Research & Labs",
      "url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#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 industry",
      "id": "answer-r6-vehicle-order",
      "question": "Does a vehicle order fee establish a completed vehicle purchase?",
      "text": "Tesla's ordering page describes a separate non-refundable order fee followed by delivery preparation tasks, with delivery timing depending on model, location and availability. An order-fee payment is not the same record as final payment or a delivered vehicle. Acquisition reporting should retain those stages rather than present an order fee as the vehicle's purchase value.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-r6-vehicle-order",
      "citation": "Madgicx Research & Labs. Vehicle Sales & Transportation Products. Does a vehicle order fee establish a completed vehicle purchase? Tesla's ordering page describes a separate non-refundable order fee followed by delivery preparation tasks, with delivery timing depending on model, location and availability. An order-fee payment is not the same record as final payment or a delivered vehicle. Acquisition reporting should retain those stages rather than present an order fee as the vehicle's purchase value.  Source: https://www.tesla.com/support/ordering-new-vehicle Answer: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-r6-vehicle-order",
      "source_url": "https://www.tesla.com/support/ordering-new-vehicle"
    },
    {
      "group": "In this industry",
      "id": "answer-r6-vehicle-reserve",
      "question": "Does an online vehicle request lock the final dealer purchase price?",
      "text": "Ford's terms say the final purchase or lease price and conditions are established between the customer and dealer and reflected in their agreement. An online request therefore does not, by itself, establish that final transaction. Marketing should distinguish requests and dealer agreements without treating the displayed configuration as a universally binding final price or completed sale.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-r6-vehicle-reserve",
      "citation": "Madgicx Research & Labs. Vehicle Sales & Transportation Products. Does an online vehicle request lock the final dealer purchase price? Ford's terms say the final purchase or lease price and conditions are established between the customer and dealer and reflected in their agreement. An online request therefore does not, by itself, establish that final transaction. Marketing should distinguish requests and dealer agreements without treating the displayed configuration as a universally binding final price or completed sale.  Source: https://www.ford.com/help/terms/reservations-payments-orders/ Answer: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-r6-vehicle-reserve",
      "source_url": "https://www.ford.com/help/terms/reservations-payments-orders/"
    },
    {
      "group": "In this industry",
      "id": "answer-r6-vehicle-return",
      "question": "Does a vehicle return guarantee imply that every purchase charge is refundable?",
      "text": "Carvana's official indexed help describes conditions on its return guarantee and separately says shipping charges are nonrefundable. A return offer and an all-charges refund are different propositions. Readable current article text was unavailable, so this indexed example does not certify today's terms or an individual return; offer comparisons should preserve the listed exceptions.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-r6-vehicle-return",
      "citation": "Madgicx Research & Labs. Vehicle Sales & Transportation Products. Does a vehicle return guarantee imply that every purchase charge is refundable? Carvana's official indexed help describes conditions on its return guarantee and separately says shipping charges are nonrefundable. A return offer and an all-charges refund are different propositions. Readable current article text was unavailable, so this indexed example does not certify today's terms or an individual return; offer comparisons should preserve the listed exceptions.  Source: https://www.carvana.com/help/purchasing-a-car/what-are-the-limits-of-the-7-day-money-back-guarantee Answer: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-r6-vehicle-return",
      "source_url": "https://www.carvana.com/help/purchasing-a-car/what-are-the-limits-of-the-7-day-money-back-guarantee"
    },
    {
      "group": "In this industry",
      "id": "answer-r6-vehicle-range",
      "question": "Does an e-bike's advertised range describe every rider and route?",
      "text": "Trek says e-bike range depends on battery size, motor efficiency, assist level, carried weight, weather and terrain. A range claim needs operating assumptions. Vehicle creative should preserve the conditions behind an estimate rather than turn it into a universal travel distance, performance promise or measured customer outcome.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-r6-vehicle-range",
      "citation": "Madgicx Research & Labs. Vehicle Sales & Transportation Products. Does an e-bike's advertised range describe every rider and route? Trek says e-bike range depends on battery size, motor efficiency, assist level, carried weight, weather and terrain. A range claim needs operating assumptions. Vehicle creative should preserve the conditions behind an estimate rather than turn it into a universal travel distance, performance promise or measured customer outcome.  Source: https://www.trekbikes.com/us/en_US/ebike_faq/ Answer: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-r6-vehicle-range",
      "source_url": "https://www.trekbikes.com/us/en_US/ebike_faq/"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-median-aov",
      "question": "What is the average order value benchmark for Vehicle Sales & Transportation Products?",
      "text": "The median account AOV for Vehicle Sales & Transportation Products is $532.05 USD. This is the middle account-level average order value in the benchmark.",
      "context": "USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-median-aov",
      "citation": "Madgicx Research & Labs. Vehicle Sales & Transportation Products. What is the average order value benchmark for Vehicle Sales & Transportation Products? The median account AOV for Vehicle Sales & Transportation Products is $532.05 USD. This is the middle account-level average order value in the benchmark. USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#benchmark Answer: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-median-aov",
      "source_url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-aov-range",
      "question": "What is the typical AOV range in Vehicle Sales & Transportation Products?",
      "text": "The middle 50% of account AOVs runs from $5.17 to $2,003.56 USD. This is the interquartile range, not the minimum and maximum.",
      "context": "USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-aov-range",
      "citation": "Madgicx Research & Labs. Vehicle Sales & Transportation Products. What is the typical AOV range in Vehicle Sales & Transportation Products? The middle 50% of account AOVs runs from $5.17 to $2,003.56 USD. This is the interquartile range, not the minimum and maximum. USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#benchmark Answer: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-aov-range",
      "source_url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-lower-quartile-aov",
      "question": "What is the lower-quartile AOV?",
      "text": "The 25th-percentile account AOV is $5.17 USD. It marks the lower edge of the middle 50% of this distribution.",
      "context": "USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-lower-quartile-aov",
      "citation": "Madgicx Research & Labs. Vehicle Sales & Transportation Products. What is the lower-quartile AOV? The 25th-percentile account AOV is $5.17 USD. It marks the lower edge of the middle 50% of this distribution. USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#benchmark Answer: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-lower-quartile-aov",
      "source_url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-upper-quartile-aov",
      "question": "What is the upper-quartile AOV?",
      "text": "The 75th-percentile account AOV is $2,003.56 USD. It marks the upper edge of the middle 50%, not a performance target.",
      "context": "USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-upper-quartile-aov",
      "citation": "Madgicx Research & Labs. Vehicle Sales & Transportation Products. What is the upper-quartile AOV? The 75th-percentile account AOV is $2,003.56 USD. It marks the upper edge of the middle 50%, not a performance target. USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#benchmark Answer: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-upper-quartile-aov",
      "source_url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-aov-calculation",
      "question": "How is account AOV calculated for this benchmark?",
      "text": "Each account value is purchase ROAS multiplied by cost per purchase in USD. The benchmark reports the median and middle 50% of those account values. Accounts are counted once and receive equal weight.",
      "context": "USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-aov-calculation",
      "citation": "Madgicx Research & Labs. Vehicle Sales & Transportation Products. How is account AOV calculated for this benchmark? Each account value is purchase ROAS multiplied by cost per purchase in USD. The benchmark reports the median and middle 50% of those account values. Accounts are counted once and receive equal weight. USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#benchmark Answer: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-aov-calculation",
      "source_url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#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 account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-median-or-mean",
      "citation": "Madgicx Research & Labs. Vehicle Sales & Transportation Products. 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 account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#benchmark Answer: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-median-or-mean",
      "source_url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-benchmark-period",
      "question": "What dates does this AOV benchmark cover?",
      "text": "The snapshot was read on 11 October 2026. The underlying reporting period was not supplied. The October 2026 label identifies the page edition, not the period in which the advertising results were measured.",
      "context": "USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-benchmark-period",
      "citation": "Madgicx Research & Labs. Vehicle Sales & Transportation Products. What dates does this AOV benchmark cover? The snapshot was read on 11 October 2026. The underlying reporting period was not supplied. The October 2026 label identifies the page edition, not the period in which the advertising results were measured. USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#benchmark Answer: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-benchmark-period",
      "source_url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-benchmark-coverage",
      "question": "Which industry or subcategory does this benchmark cover?",
      "text": "This benchmark covers Vehicle Sales & Transportation Products 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 account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-benchmark-coverage",
      "citation": "Madgicx Research & Labs. Vehicle Sales & Transportation Products. Which industry or subcategory does this benchmark cover? This benchmark covers Vehicle Sales & Transportation Products classifications at the industry root and its subcategories. It is an aggregated advertising-data benchmark, not a census of all businesses. USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#benchmark Answer: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-benchmark-coverage",
      "source_url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#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 account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-compare-aov",
      "citation": "Madgicx Research & Labs. Vehicle Sales & Transportation Products. 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 account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#benchmark Answer: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-compare-aov",
      "source_url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#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 account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-aov-performance",
      "citation": "Madgicx Research & Labs. Vehicle Sales & Transportation Products. 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 account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#benchmark Answer: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-aov-performance",
      "source_url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#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. This private draft is not licensed for public redistribution.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-download-research",
      "citation": "Madgicx Research & Labs. Vehicle Sales & Transportation Products. Can I download this industry research? The exports section provides this edition in Markdown and JSON, along with a research index. This private draft is not licensed for public redistribution.  Source: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#reuse Answer: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-download-research",
      "source_url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#reuse"
    },
    {
      "group": "Use this research",
      "id": "answer-cite-research",
      "question": "How should I cite a finding from this page?",
      "text": "When reuse is permitted, credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope. This private draft is not licensed for public redistribution.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-cite-research",
      "citation": "Madgicx Research & Labs. Vehicle Sales & Transportation Products. How should I cite a finding from this page? When reuse is permitted, credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope. This private draft is not licensed for public redistribution.  Source: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#reuse Answer: https://madgicx.com/labs/industries/vehicle-sales-transportation-products#answer-cite-research",
      "source_url": "https://madgicx.com/labs/industries/vehicle-sales-transportation-products#reuse"
    }
  ]
}