{
  "name": "Software & Technology Platforms",
  "edition_label": "October 2026",
  "edition_updated_at": "2026-10-11",
  "slug": "software-technology-platforms",
  "kind": "industry",
  "parent_slug": null,
  "url": "https://madgicx.com/labs/industries/software-technology-platforms",
  "scope": "Verified aggregate benchmark and independent public brand research; no brand is identified as a benchmark participant.",
  "directory_status": "complete",
  "page_readiness": "published",
  "directory_notice": "Inclusion does not indicate participation in the benchmark or a Madgicx customer relationship.",
  "benchmark": {
    "status": "verified_aggregate",
    "slug": "software-technology-platforms",
    "parent_slug": null,
    "cohort_scope": "root_and_children",
    "median_aov_usd": 30.34,
    "p25_aov_usd": 10.26,
    "p75_aov_usd": 95.68,
    "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": "2026-10-11T14:11:48.519456+00:00",
    "period_label": "Dated snapshot · underlying reporting period not supplied",
    "citation": "Madgicx Research & Labs. Software & Technology Platforms account AOV: median $30.34; middle 50% $10.26–$95.68. Snapshot read 2026-10-11T14:11:48.519456+00:00; underlying reporting period not supplied. https://madgicx.com/labs/industries/software-technology-platforms#benchmark",
    "source": {
      "name": "Madgicx Research & Labs",
      "url": "https://madgicx.com/labs/industries/software-technology-platforms#benchmark"
    }
  },
  "metric_definitions": [
    {
      "key": "mrr",
      "label": "MRR",
      "name": "Monthly recurring revenue",
      "definition": "Subscription revenue normalized to one month across a business. One-time charges are excluded.",
      "formula": "MRR = sum of monthly recurring subscription amounts",
      "source_url": "https://stripe.com/resources/more/what-is-monthly-recurring-revenue",
      "source_label": "Stripe · Monthly recurring revenue"
    },
    {
      "key": "arpu",
      "label": "ARPU",
      "name": "Average revenue per user",
      "definition": "Revenue per user over a defined period. For subscription comparisons here, the denominator is active paying subscribers and the numerator is MRR.",
      "formula": "Monthly subscription ARPU = MRR ÷ active paying subscribers",
      "source_url": "https://support.stripe.com/questions/calculating-average-revenue-per-user-in-billing",
      "source_label": "Stripe · Subscription ARPU"
    },
    {
      "key": "acv",
      "label": "ACV",
      "name": "Annual contract value",
      "definition": "The recurring value of one customer contract normalized to a year, excluding one-time charges. It measures contract size, not total company revenue.",
      "formula": "ACV = recurring contract value ÷ contract duration in years",
      "source_url": "https://stripe.com/au/resources/more/annual-contract-value-acv-in-saas",
      "source_label": "Stripe · Annual contract value"
    }
  ],
  "metric_definitions_scope": "Definitions only; no ACV, MRR or ARPU benchmark or measured correlation is supplied.",
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          "name": "Google official site",
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          "name": "Amazon Web Services official site",
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    {
      "id": "meta",
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      "segment": "Social technology",
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      "description": "",
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        {
          "name": "Meta official site",
          "url": "https://meta.com/"
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        {
          "name": "Wikimedia brand mark",
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          "name": "WorldVectorLogo brand mark",
          "url": "https://cdn.worldvectorlogo.com/logos/adobe.svg"
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    {
      "id": "salesforce",
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        {
          "name": "Salesforce official site",
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          "name": "WorldVectorLogo brand mark",
          "url": "https://cdn.worldvectorlogo.com/logos/salesforce.svg"
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    {
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          "name": "IBM official site",
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          "name": "Wikimedia brand mark",
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          "name": "Linear official site",
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      "id": "atlassian",
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          "name": "Atlassian official site",
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          "url": "https://cdn.worldvectorlogo.com/logos/atlassian.svg"
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    {
      "id": "slack",
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      "segment": "Collaboration",
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      "sources": [
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          "name": "Slack official site",
          "url": "https://slack.com/"
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          "name": "WorldVectorLogo brand mark",
          "url": "https://cdn.worldvectorlogo.com/logos/slack.svg"
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    {
      "id": "gitbook",
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      "segment": "Developer software",
      "url": "https://gitbook.com/",
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        {
          "name": "GitBook official site",
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          "name": "Simple Icons brand mark",
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          "name": "Notion official site",
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      "id": "obsidian",
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          "name": "Obsidian official site",
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          "name": "Simple Icons brand mark",
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    {
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      ]
    },
    {
      "id": "smartsheet",
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    {
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    {
      "id": "shopify",
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        "scope": "Shopify consolidated company",
        "note": "Total annual revenue increased from $8,880 million to $11,556 million, including subscription and merchant solutions; reported growth is rounded to 30%. This is company revenue, not merchants gross merchandise volume.",
        "source": {
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      ]
    },
    {
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        {
          "name": "Wikimedia brand mark",
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      ]
    },
    {
      "id": "paypal",
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    },
    {
      "id": "adyen",
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      "description": "",
      "sources": [
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          "name": "Adyen official site",
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        {
          "name": "Logo.wine brand mark",
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      ]
    },
    {
      "id": "klarna",
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          "name": "WorldVectorLogo brand mark",
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    {
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          "name": "Square official site",
          "url": "https://squareup.com/"
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          "name": "WorldVectorLogo brand mark",
          "url": "https://cdn.worldvectorlogo.com/logos/square.svg"
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    {
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      "segment": "Developer platform",
      "url": "https://github.com/",
      "description": "",
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          "name": "WorldVectorLogo brand mark",
          "url": "https://cdn.worldvectorlogo.com/logos/github.svg"
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    {
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      "url": "https://gitlab.com/",
      "description": "",
      "sources": [
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    {
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          "name": "WorldVectorLogo brand mark",
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          "url": "https://cdn.worldvectorlogo.com/logos/docker.svg"
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        {
          "name": "Wikimedia brand mark",
          "url": "https://upload.wikimedia.org/wikipedia/commons/e/e6/Mistral_AI_logo_%282025%E2%80%93%29.svg?utm_source=en.wikipedia.org&utm_campaign=imageinfo&utm_content=original"
        }
      ]
    },
    {
      "id": "anthropic",
      "name": "Anthropic",
      "segment": "AI platform",
      "url": "https://anthropic.com/",
      "description": "",
      "sources": [
        {
          "name": "Anthropic official site",
          "url": "https://anthropic.com/"
        },
        {
          "name": "Simple Icons brand mark",
          "url": "https://cdn.jsdelivr.net/npm/simple-icons@16.32.0/icons/anthropic.svg"
        }
      ]
    },
    {
      "id": "cohere",
      "name": "Cohere",
      "segment": "AI platform",
      "url": "https://cohere.com/",
      "description": "",
      "sources": [
        {
          "name": "Cohere official site",
          "url": "https://cohere.com/"
        },
        {
          "name": "Logo.wine brand mark",
          "url": "https://www.logo.wine/a/logo/Cohere/Cohere-Logo.wine.svg"
        }
      ]
    },
    {
      "id": "hugging-face",
      "name": "Hugging Face",
      "segment": "AI platform",
      "url": "https://huggingface.co/",
      "description": "",
      "sources": [
        {
          "name": "Hugging Face official site",
          "url": "https://huggingface.co/"
        },
        {
          "name": "Simple Icons brand mark",
          "url": "https://cdn.jsdelivr.net/npm/simple-icons@16.32.0/icons/huggingface.svg"
        }
      ]
    },
    {
      "id": "perplexity",
      "name": "Perplexity",
      "segment": "AI search",
      "url": "https://perplexity.ai/",
      "description": "",
      "sources": [
        {
          "name": "Perplexity official site",
          "url": "https://perplexity.ai/"
        },
        {
          "name": "Simple Icons brand mark",
          "url": "https://cdn.jsdelivr.net/npm/simple-icons@16.32.0/icons/perplexity.svg"
        }
      ]
    },
    {
      "id": "grammarly",
      "name": "Grammarly",
      "segment": "Writing software",
      "url": "https://grammarly.com/",
      "description": "",
      "sources": [
        {
          "name": "Grammarly official site",
          "url": "https://grammarly.com/"
        },
        {
          "name": "Simple Icons brand mark",
          "url": "https://cdn.jsdelivr.net/npm/simple-icons@16.32.0/icons/grammarly.svg"
        }
      ]
    },
    {
      "id": "duolingo",
      "name": "Duolingo",
      "segment": "Learning platform",
      "url": "https://duolingo.com/",
      "description": "",
      "sources": [
        {
          "name": "Duolingo official site",
          "url": "https://duolingo.com/"
        },
        {
          "name": "Simple Icons brand mark",
          "url": "https://cdn.jsdelivr.net/npm/simple-icons@16.32.0/icons/duolingo.svg"
        }
      ]
    },
    {
      "id": "coursera",
      "name": "Coursera",
      "segment": "Learning platform",
      "url": "https://coursera.org/",
      "description": "",
      "sources": [
        {
          "name": "Coursera official site",
          "url": "https://coursera.org/"
        },
        {
          "name": "Simple Icons brand mark",
          "url": "https://cdn.jsdelivr.net/npm/simple-icons@16.32.0/icons/coursera.svg"
        }
      ]
    },
    {
      "id": "udemy",
      "name": "Udemy",
      "segment": "Learning platform",
      "url": "https://udemy.com/",
      "description": "",
      "sources": [
        {
          "name": "Udemy official site",
          "url": "https://udemy.com/"
        },
        {
          "name": "Simple Icons brand mark",
          "url": "https://cdn.jsdelivr.net/npm/simple-icons@16.32.0/icons/udemy.svg"
        }
      ]
    }
  ],
  "answers": [
    {
      "group": "In this industry",
      "id": "answer-software-enterprise-brands",
      "question": "Why can software AOV be low when the directory includes enterprise brands?",
      "text": "The $30.34 figure is a median account purchase AOV, not an enterprise contract value. The directory is independently selected public brand research. Inclusion does not indicate participation in the benchmark or a Madgicx customer relationship.",
      "context": "USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/software-technology-platforms#answer-software-enterprise-brands",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. Why can software AOV be low when the directory includes enterprise brands? The $30.34 figure is a median account purchase AOV, not an enterprise contract value. The directory is independently selected public brand research. Inclusion does not indicate participation in the benchmark or a Madgicx customer relationship. USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/software-technology-platforms#benchmark Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-software-enterprise-brands",
      "source_url": "https://madgicx.com/labs/industries/software-technology-platforms#benchmark"
    },
    {
      "group": "In this industry",
      "id": "answer-estimate-mrr-from-aov",
      "question": "Can I estimate a software company's MRR from this AOV?",
      "text": "No. MRR requires monthly recurring subscription amounts; the purchase AOV aggregate does not supply them. The software revenue metrics on this page are definitions, not measured company revenue or a measured correlation with AOV.",
      "context": "Definitions only; no ACV, MRR or ARPU benchmark or measured correlation is supplied.",
      "url": "https://madgicx.com/labs/industries/software-technology-platforms#answer-estimate-mrr-from-aov",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. Can I estimate a software company's MRR from this AOV? No. MRR requires monthly recurring subscription amounts; the purchase AOV aggregate does not supply them. The software revenue metrics on this page are definitions, not measured company revenue or a measured correlation with AOV. Definitions only; no ACV, MRR or ARPU benchmark or measured correlation is supplied. Source: https://madgicx.com/labs/industries/software-technology-platforms#software-metrics Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-estimate-mrr-from-aov",
      "source_url": "https://madgicx.com/labs/industries/software-technology-platforms#software-metrics"
    },
    {
      "group": "In this industry",
      "id": "answer-mrr-arpu-acv-difference",
      "question": "How do MRR, ARPU and ACV describe different parts of a SaaS business?",
      "text": "MRR totals recurring subscription revenue normalized to one month. Monthly subscription ARPU divides MRR by active paying subscribers. ACV normalizes the recurring value of one customer contract to a year. They measure different things; none is supplied here as a measured benchmark.",
      "context": "Definitions only; no ACV, MRR or ARPU benchmark or measured correlation is supplied.",
      "url": "https://madgicx.com/labs/industries/software-technology-platforms#answer-mrr-arpu-acv-difference",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. How do MRR, ARPU and ACV describe different parts of a SaaS business? MRR totals recurring subscription revenue normalized to one month. Monthly subscription ARPU divides MRR by active paying subscribers. ACV normalizes the recurring value of one customer contract to a year. They measure different things; none is supplied here as a measured benchmark. Definitions only; no ACV, MRR or ARPU benchmark or measured correlation is supplied. Source: https://madgicx.com/labs/industries/software-technology-platforms#software-metrics Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-mrr-arpu-acv-difference",
      "source_url": "https://madgicx.com/labs/industries/software-technology-platforms#software-metrics"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-median-aov",
      "question": "What is the average order value benchmark for Software & Technology Platforms?",
      "text": "The median account AOV for Software & Technology Platforms is $30.34 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/software-technology-platforms#answer-median-aov",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. What is the average order value benchmark for Software & Technology Platforms? The median account AOV for Software & Technology Platforms is $30.34 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/software-technology-platforms#benchmark Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-median-aov",
      "source_url": "https://madgicx.com/labs/industries/software-technology-platforms#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-aov-range",
      "question": "What is the typical AOV range in Software & Technology Platforms?",
      "text": "The middle 50% of account AOVs runs from $10.26 to $95.68 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/software-technology-platforms#answer-aov-range",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. What is the typical AOV range in Software & Technology Platforms? The middle 50% of account AOVs runs from $10.26 to $95.68 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/software-technology-platforms#benchmark Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-aov-range",
      "source_url": "https://madgicx.com/labs/industries/software-technology-platforms#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-lower-quartile-aov",
      "question": "What is the lower-quartile AOV?",
      "text": "The 25th-percentile account AOV is $10.26 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/software-technology-platforms#answer-lower-quartile-aov",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. What is the lower-quartile AOV? The 25th-percentile account AOV is $10.26 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/software-technology-platforms#benchmark Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-lower-quartile-aov",
      "source_url": "https://madgicx.com/labs/industries/software-technology-platforms#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-upper-quartile-aov",
      "question": "What is the upper-quartile AOV?",
      "text": "The 75th-percentile account AOV is $95.68 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/software-technology-platforms#answer-upper-quartile-aov",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. What is the upper-quartile AOV? The 75th-percentile account AOV is $95.68 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/software-technology-platforms#benchmark Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-upper-quartile-aov",
      "source_url": "https://madgicx.com/labs/industries/software-technology-platforms#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/software-technology-platforms#answer-aov-calculation",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. 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/software-technology-platforms#benchmark Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-aov-calculation",
      "source_url": "https://madgicx.com/labs/industries/software-technology-platforms#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/software-technology-platforms#answer-median-or-mean",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. 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/software-technology-platforms#benchmark Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-median-or-mean",
      "source_url": "https://madgicx.com/labs/industries/software-technology-platforms#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/software-technology-platforms#answer-benchmark-period",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. 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/software-technology-platforms#benchmark Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-benchmark-period",
      "source_url": "https://madgicx.com/labs/industries/software-technology-platforms#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-benchmark-coverage",
      "question": "Which industry or subcategory does this benchmark cover?",
      "text": "This benchmark covers Software & Technology Platforms 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/software-technology-platforms#answer-benchmark-coverage",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. Which industry or subcategory does this benchmark cover? This benchmark covers Software & Technology Platforms 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/software-technology-platforms#benchmark Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-benchmark-coverage",
      "source_url": "https://madgicx.com/labs/industries/software-technology-platforms#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/software-technology-platforms#answer-compare-aov",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. 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/software-technology-platforms#benchmark Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-compare-aov",
      "source_url": "https://madgicx.com/labs/industries/software-technology-platforms#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/software-technology-platforms#answer-aov-performance",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. 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/software-technology-platforms#benchmark Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-aov-performance",
      "source_url": "https://madgicx.com/labs/industries/software-technology-platforms#benchmark"
    },
    {
      "group": "Software revenue metrics",
      "id": "answer-mrr",
      "question": "What is MRR for a software business?",
      "text": "Subscription revenue normalized to one month across a business. One-time charges are excluded. MRR = sum of monthly recurring subscription amounts",
      "context": "Definitions only; no ACV, MRR or ARPU benchmark or measured correlation is supplied.",
      "url": "https://madgicx.com/labs/industries/software-technology-platforms#answer-mrr",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. What is MRR for a software business? Subscription revenue normalized to one month across a business. One-time charges are excluded. MRR = sum of monthly recurring subscription amounts Definitions only; no ACV, MRR or ARPU benchmark or measured correlation is supplied. Source: https://stripe.com/resources/more/what-is-monthly-recurring-revenue Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-mrr",
      "source_url": "https://stripe.com/resources/more/what-is-monthly-recurring-revenue"
    },
    {
      "group": "Software revenue metrics",
      "id": "answer-arpu",
      "question": "What is ARPU for a software business?",
      "text": "Revenue per user over a defined period. For subscription comparisons here, the denominator is active paying subscribers and the numerator is MRR. Monthly subscription ARPU = MRR ÷ active paying subscribers",
      "context": "Definitions only; no ACV, MRR or ARPU benchmark or measured correlation is supplied.",
      "url": "https://madgicx.com/labs/industries/software-technology-platforms#answer-arpu",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. What is ARPU for a software business? Revenue per user over a defined period. For subscription comparisons here, the denominator is active paying subscribers and the numerator is MRR. Monthly subscription ARPU = MRR ÷ active paying subscribers Definitions only; no ACV, MRR or ARPU benchmark or measured correlation is supplied. Source: https://support.stripe.com/questions/calculating-average-revenue-per-user-in-billing Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-arpu",
      "source_url": "https://support.stripe.com/questions/calculating-average-revenue-per-user-in-billing"
    },
    {
      "group": "Software revenue metrics",
      "id": "answer-acv",
      "question": "What is ACV for a software business?",
      "text": "The recurring value of one customer contract normalized to a year, excluding one-time charges. It measures contract size, not total company revenue. ACV = recurring contract value ÷ contract duration in years",
      "context": "Definitions only; no ACV, MRR or ARPU benchmark or measured correlation is supplied.",
      "url": "https://madgicx.com/labs/industries/software-technology-platforms#answer-acv",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. What is ACV for a software business? The recurring value of one customer contract normalized to a year, excluding one-time charges. It measures contract size, not total company revenue. ACV = recurring contract value ÷ contract duration in years Definitions only; no ACV, MRR or ARPU benchmark or measured correlation is supplied. Source: https://stripe.com/au/resources/more/annual-contract-value-acv-in-saas Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-acv",
      "source_url": "https://stripe.com/au/resources/more/annual-contract-value-acv-in-saas"
    },
    {
      "group": "Software revenue metrics",
      "id": "answer-aov-and-recurring-revenue",
      "question": "Does purchase AOV measure MRR, ARPU or ACV?",
      "text": "These describe contract and recurring revenue economics. The purchase AOV benchmark above measures order value.",
      "context": "Definitions only; no ACV, MRR or ARPU benchmark or measured correlation is supplied.",
      "url": "https://madgicx.com/labs/industries/software-technology-platforms#answer-aov-and-recurring-revenue",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. Does purchase AOV measure MRR, ARPU or ACV? These describe contract and recurring revenue economics. The purchase AOV benchmark above measures order value. Definitions only; no ACV, MRR or ARPU benchmark or measured correlation is supplied. Source: https://madgicx.com/labs/industries/software-technology-platforms#software-metrics Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-aov-and-recurring-revenue",
      "source_url": "https://madgicx.com/labs/industries/software-technology-platforms#software-metrics"
    },
    {
      "group": "Use this research",
      "id": "answer-directory-and-benchmark",
      "question": "Are the listed brands the businesses behind the benchmark?",
      "text": "Inclusion does not indicate participation in the benchmark or a Madgicx customer relationship.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/software-technology-platforms#answer-directory-and-benchmark",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. Are the listed brands the businesses behind the benchmark? Inclusion does not indicate participation in the benchmark or a Madgicx customer relationship.  Source: https://madgicx.com/labs/industries/software-technology-platforms#brands Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-directory-and-benchmark",
      "source_url": "https://madgicx.com/labs/industries/software-technology-platforms#brands"
    },
    {
      "group": "Use this research",
      "id": "answer-brand-level-aov",
      "question": "Can I use the industry AOV as a listed brand's AOV?",
      "text": "No brand-level AOV, customer affiliation or ad spend is inferred. Independent public brand references are separate from the aggregate benchmark.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/software-technology-platforms#answer-brand-level-aov",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. Can I use the industry AOV as a listed brand's AOV? No brand-level AOV, customer affiliation or ad spend is inferred. Independent public brand references are separate from the aggregate benchmark.  Source: https://madgicx.com/labs/industries/software-technology-platforms#method Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-brand-level-aov",
      "source_url": "https://madgicx.com/labs/industries/software-technology-platforms#method"
    },
    {
      "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/software-technology-platforms#answer-download-research",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. 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/software-technology-platforms#reuse Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-download-research",
      "source_url": "https://madgicx.com/labs/industries/software-technology-platforms#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/software-technology-platforms#answer-cite-research",
      "citation": "Madgicx Research & Labs. Software & Technology Platforms. 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/software-technology-platforms#reuse Answer: https://madgicx.com/labs/industries/software-technology-platforms#answer-cite-research",
      "source_url": "https://madgicx.com/labs/industries/software-technology-platforms#reuse"
    }
  ]
}