{
  "name": "Video Content Creators",
  "edition_label": "October 2026",
  "edition_updated_at": "2026-10-11",
  "slug": "video-content-creators",
  "kind": "subcategory",
  "parent_slug": "content-creators-influencers",
  "url": "https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators",
  "scope": "Category research. Verified account AOV aggregate supplied separately.",
  "directory_status": "deferred",
  "page_readiness": "published",
  "directory_notice": null,
  "benchmark": {
    "status": "verified_aggregate",
    "slug": "video-content-creators",
    "parent_slug": "content-creators-influencers",
    "cohort_scope": "exact_child",
    "median_aov_usd": 45.35,
    "p25_aov_usd": 37.39,
    "p75_aov_usd": 169.21,
    "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": "2026-10-11T14:07:20.829230+00:00",
    "period_label": "Dated snapshot · underlying reporting period not supplied",
    "citation": "Madgicx Research & Labs. Video Content Creators account AOV: median $45.35; middle 50% $37.39–$169.21. Snapshot read 2026-10-11T14:07:20.829230+00:00; underlying reporting period not supplied. https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#benchmark",
    "source": {
      "name": "Madgicx Research & Labs",
      "url": "https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#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-cme-video-content-creators-1",
      "question": "Where can a creator inspect video discovery?",
      "text": "YouTube Studio's Content report shows how viewers find and interact with content, with breakdowns by format and traffic source. It is platform reporting, not a measure of all off-platform exposure.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-cme-video-content-creators-1",
      "citation": "Madgicx Research & Labs. Video Content Creators. Where can a creator inspect video discovery? YouTube Studio's Content report shows how viewers find and interact with content, with breakdowns by format and traffic source. It is platform reporting, not a measure of all off-platform exposure.  Source: https://support.google.com/youtube/answer/12220281?co=GENIE.Platform%3DDesktop&hl=en Answer: https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-cme-video-content-creators-1",
      "source_url": "https://support.google.com/youtube/answer/12220281?co=GENIE.Platform%3DDesktop&hl=en"
    },
    {
      "group": "In this category",
      "id": "answer-cme-video-content-creators-2",
      "question": "What does audience retention show?",
      "text": "YouTube Analytics offers video-level moments of audience retention. Use it to locate where viewers continued or left within a video; it does not by itself explain why they did so.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-cme-video-content-creators-2",
      "citation": "Madgicx Research & Labs. Video Content Creators. What does audience retention show? YouTube Analytics offers video-level moments of audience retention. Use it to locate where viewers continued or left within a video; it does not by itself explain why they did so.  Source: https://support.google.com/youtube/answer/9002587?hl=en Answer: https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-cme-video-content-creators-2",
      "source_url": "https://support.google.com/youtube/answer/9002587?hl=en"
    },
    {
      "group": "In this category",
      "id": "answer-cme-video-content-creators-3",
      "question": "Should Shorts and long-form results be combined?",
      "text": "YouTube presents separate Content filters for Videos, Shorts and Live. Compare each format on the same definition and time period before rolling them into a channel view.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-cme-video-content-creators-3",
      "citation": "Madgicx Research & Labs. Video Content Creators. Should Shorts and long-form results be combined? YouTube presents separate Content filters for Videos, Shorts and Live. Compare each format on the same definition and time period before rolling them into a channel view.  Source: https://support.google.com/youtube/answer/12220281?co=GENIE.Platform%3DDesktop&hl=en Answer: https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-cme-video-content-creators-3",
      "source_url": "https://support.google.com/youtube/answer/12220281?co=GENIE.Platform%3DDesktop&hl=en"
    },
    {
      "group": "In this category",
      "id": "answer-cme-video-content-creators-4",
      "question": "Does a tagged-product click equal merchandise revenue?",
      "text": "No. YouTube reports tagged-product engagement and directs creators to their merch retailer or platform for detailed sales revenue. Keep video interaction and completed orders separate.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-cme-video-content-creators-4",
      "citation": "Madgicx Research & Labs. Video Content Creators. Does a tagged-product click equal merchandise revenue? No. YouTube reports tagged-product engagement and directs creators to their merch retailer or platform for detailed sales revenue. Keep video interaction and completed orders separate.  Source: https://support.google.com/youtube/answer/12257682?hl=en Answer: https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-cme-video-content-creators-4",
      "source_url": "https://support.google.com/youtube/answer/12257682?hl=en"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-median-aov",
      "question": "What is the average order value benchmark for Video Content Creators?",
      "text": "The median account AOV for Video Content Creators is $45.35 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/content-creators-influencers/video-content-creators#answer-median-aov",
      "citation": "Madgicx Research & Labs. Video Content Creators. What is the average order value benchmark for Video Content Creators? The median account AOV for Video Content Creators is $45.35 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/content-creators-influencers/video-content-creators#benchmark Answer: https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-median-aov",
      "source_url": "https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-aov-range",
      "question": "What is the typical AOV range in Video Content Creators?",
      "text": "The middle 50% of account AOVs runs from $37.39 to $169.21 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/content-creators-influencers/video-content-creators#answer-aov-range",
      "citation": "Madgicx Research & Labs. Video Content Creators. What is the typical AOV range in Video Content Creators? The middle 50% of account AOVs runs from $37.39 to $169.21 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/content-creators-influencers/video-content-creators#benchmark Answer: https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-aov-range",
      "source_url": "https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-lower-quartile-aov",
      "question": "What is the lower-quartile AOV?",
      "text": "The 25th-percentile account AOV is $37.39 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/content-creators-influencers/video-content-creators#answer-lower-quartile-aov",
      "citation": "Madgicx Research & Labs. Video Content Creators. What is the lower-quartile AOV? The 25th-percentile account AOV is $37.39 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/content-creators-influencers/video-content-creators#benchmark Answer: https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-lower-quartile-aov",
      "source_url": "https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-upper-quartile-aov",
      "question": "What is the upper-quartile AOV?",
      "text": "The 75th-percentile account AOV is $169.21 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/content-creators-influencers/video-content-creators#answer-upper-quartile-aov",
      "citation": "Madgicx Research & Labs. Video Content Creators. What is the upper-quartile AOV? The 75th-percentile account AOV is $169.21 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/content-creators-influencers/video-content-creators#benchmark Answer: https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-upper-quartile-aov",
      "source_url": "https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#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/content-creators-influencers/video-content-creators#answer-aov-calculation",
      "citation": "Madgicx Research & Labs. Video Content Creators. 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/content-creators-influencers/video-content-creators#benchmark Answer: https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-aov-calculation",
      "source_url": "https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#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/content-creators-influencers/video-content-creators#answer-median-or-mean",
      "citation": "Madgicx Research & Labs. Video Content Creators. 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/content-creators-influencers/video-content-creators#benchmark Answer: https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-median-or-mean",
      "source_url": "https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#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/content-creators-influencers/video-content-creators#answer-benchmark-period",
      "citation": "Madgicx Research & Labs. Video Content Creators. 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/content-creators-influencers/video-content-creators#benchmark Answer: https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-benchmark-period",
      "source_url": "https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-benchmark-coverage",
      "question": "Which industry or subcategory does this benchmark cover?",
      "text": "This benchmark covers exact Video Content Creators classifications under Content Creators & Influencers. It excludes the parent industry and sibling subcategories.",
      "context": "USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-benchmark-coverage",
      "citation": "Madgicx Research & Labs. Video Content Creators. Which industry or subcategory does this benchmark cover? This benchmark covers exact Video Content Creators classifications under Content Creators & Influencers. It excludes the parent industry and sibling subcategories. USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#benchmark Answer: https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-benchmark-coverage",
      "source_url": "https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#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/content-creators-influencers/video-content-creators#answer-compare-aov",
      "citation": "Madgicx Research & Labs. Video Content Creators. 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/content-creators-influencers/video-content-creators#benchmark Answer: https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-compare-aov",
      "source_url": "https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#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/content-creators-influencers/video-content-creators#answer-aov-performance",
      "citation": "Madgicx Research & Labs. Video Content Creators. 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/content-creators-influencers/video-content-creators#benchmark Answer: https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-aov-performance",
      "source_url": "https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#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/content-creators-influencers/video-content-creators#answer-download-research",
      "citation": "Madgicx Research & Labs. Video Content Creators. 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/content-creators-influencers/video-content-creators#reuse Answer: https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-download-research",
      "source_url": "https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#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/content-creators-influencers/video-content-creators#answer-cite-research",
      "citation": "Madgicx Research & Labs. Video Content Creators. 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/content-creators-influencers/video-content-creators#reuse Answer: https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#answer-cite-research",
      "source_url": "https://madgicx.com/labs/industries/content-creators-influencers/video-content-creators#reuse"
    }
  ]
}