{
  "name": "Crop Services & Consulting",
  "edition_label": "October 2026",
  "edition_updated_at": "2026-10-11",
  "slug": "crop-services-consulting",
  "kind": "subcategory",
  "parent_slug": "agriculture-farming",
  "url": "https://madgicx.com/labs/industries/agriculture-farming/crop-services-consulting",
  "scope": "Category research. No publishable AOV benchmark is available.",
  "directory_status": "deferred",
  "page_readiness": "published",
  "directory_notice": null,
  "benchmark": {
    "status": "unavailable_insufficient_cohort",
    "slug": "crop-services-consulting",
    "parent_slug": "agriculture-farming",
    "cohort_scope": "exact_child",
    "median_aov_usd": null,
    "p25_aov_usd": null,
    "p75_aov_usd": null,
    "metric_window": null,
    "scope_label": "The exact category cohort does not support a publishable AOV aggregate.",
    "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": "2026-10-11T14:06:18.004506+00:00",
    "period_label": "No publishable aggregate; underlying reporting period not supplied",
    "citation": "Madgicx Research & Labs. Crop Services & Consulting: no publishable AOV benchmark. The exact category cohort does not support a publishable AOV aggregate. Status reviewed 2026-10-11T14:06:18.004506+00:00. https://madgicx.com/labs/industries/agriculture-farming/crop-services-consulting#benchmark",
    "source": {
      "name": "Madgicx Research & Labs",
      "url": "https://madgicx.com/labs/industries/agriculture-farming/crop-services-consulting#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-caa2-crop-services-consulting-1",
      "question": "What does a soil test report actually measure?",
      "text": "University of Minnesota Extension says nutrient figures on a soil report are laboratory measurements, often expressed in parts per million. A consulting offer should identify report interpretation as a service, rather than imply the report directly states a treatment plan.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/agriculture-farming/crop-services-consulting#answer-caa2-crop-services-consulting-1",
      "citation": "Madgicx Research & Labs. Crop Services & Consulting. What does a soil test report actually measure? University of Minnesota Extension says nutrient figures on a soil report are laboratory measurements, often expressed in parts per million. A consulting offer should identify report interpretation as a service, rather than imply the report directly states a treatment plan.  Source: https://extension.umn.edu/agriculture/crop-production/nutrient-management-for-minnesota-crops/understanding-the-soil-test-report Answer: https://madgicx.com/labs/industries/agriculture-farming/crop-services-consulting#answer-caa2-crop-services-consulting-1",
      "source_url": "https://extension.umn.edu/agriculture/crop-production/nutrient-management-for-minnesota-crops/understanding-the-soil-test-report"
    },
    {
      "group": "In this category",
      "id": "answer-caa2-crop-services-consulting-2",
      "question": "Why should an ad avoid treating one soil number as available nutrient stock?",
      "text": "UMN explains that a soil-test number is an index tied to a relative level, not the total nutrient amount or the amount a crop can use. Marketing can show the analysis step without presenting one number as a field-wide prescription.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/agriculture-farming/crop-services-consulting#answer-caa2-crop-services-consulting-2",
      "citation": "Madgicx Research & Labs. Crop Services & Consulting. Why should an ad avoid treating one soil number as available nutrient stock? UMN explains that a soil-test number is an index tied to a relative level, not the total nutrient amount or the amount a crop can use. Marketing can show the analysis step without presenting one number as a field-wide prescription.  Source: https://extension.umn.edu/agriculture/crop-production/nutrient-management-for-minnesota-crops/understanding-the-soil-test-report Answer: https://madgicx.com/labs/industries/agriculture-farming/crop-services-consulting#answer-caa2-crop-services-consulting-2",
      "source_url": "https://extension.umn.edu/agriculture/crop-production/nutrient-management-for-minnesota-crops/understanding-the-soil-test-report"
    },
    {
      "group": "In this category",
      "id": "answer-caa2-crop-services-consulting-3",
      "question": "How do relative nutrient levels affect a consulting conversation?",
      "text": "UMN uses very low through very high categories to interpret test results and the likelihood of response to applied nutrients. The creative can invite review of the actual report and crop context, with no promised yield outcome.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/agriculture-farming/crop-services-consulting#answer-caa2-crop-services-consulting-3",
      "citation": "Madgicx Research & Labs. Crop Services & Consulting. How do relative nutrient levels affect a consulting conversation? UMN uses very low through very high categories to interpret test results and the likelihood of response to applied nutrients. The creative can invite review of the actual report and crop context, with no promised yield outcome.  Source: https://extension.umn.edu/agriculture/crop-production/nutrient-management-for-minnesota-crops/understanding-the-soil-test-report Answer: https://madgicx.com/labs/industries/agriculture-farming/crop-services-consulting#answer-caa2-crop-services-consulting-3",
      "source_url": "https://extension.umn.edu/agriculture/crop-production/nutrient-management-for-minnesota-crops/understanding-the-soil-test-report"
    },
    {
      "group": "In this category",
      "id": "answer-caa2-crop-services-consulting-4",
      "question": "Why state the lab and reporting units?",
      "text": "UMN notes that reports can express measurements in different units and use different ranges for relative levels. A service page can ask buyers to bring the report and laboratory context before discussing recommendations.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/agriculture-farming/crop-services-consulting#answer-caa2-crop-services-consulting-4",
      "citation": "Madgicx Research & Labs. Crop Services & Consulting. Why state the lab and reporting units? UMN notes that reports can express measurements in different units and use different ranges for relative levels. A service page can ask buyers to bring the report and laboratory context before discussing recommendations.  Source: https://extension.umn.edu/agriculture/crop-production/nutrient-management-for-minnesota-crops/understanding-the-soil-test-report Answer: https://madgicx.com/labs/industries/agriculture-farming/crop-services-consulting#answer-caa2-crop-services-consulting-4",
      "source_url": "https://extension.umn.edu/agriculture/crop-production/nutrient-management-for-minnesota-crops/understanding-the-soil-test-report"
    },
    {
      "group": "Category research",
      "id": "answer-benchmark-status",
      "question": "Is an AOV benchmark available for this category?",
      "text": "No publishable AOV benchmark is available.",
      "context": "The exact category cohort does not support a publishable AOV aggregate. Parent and sibling benchmarks are not substituted.",
      "url": "https://madgicx.com/labs/industries/agriculture-farming/crop-services-consulting#answer-benchmark-status",
      "citation": "Madgicx Research & Labs. Crop Services & Consulting. Is an AOV benchmark available for this category? No publishable AOV benchmark is available. The exact category cohort does not support a publishable AOV aggregate. Parent and sibling benchmarks are not substituted. Source: https://madgicx.com/labs/industries/agriculture-farming/crop-services-consulting#benchmark Answer: https://madgicx.com/labs/industries/agriculture-farming/crop-services-consulting#answer-benchmark-status",
      "source_url": "https://madgicx.com/labs/industries/agriculture-farming/crop-services-consulting#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/agriculture-farming/crop-services-consulting#answer-download-research",
      "citation": "Madgicx Research & Labs. Crop Services & Consulting. 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/agriculture-farming/crop-services-consulting#reuse Answer: https://madgicx.com/labs/industries/agriculture-farming/crop-services-consulting#answer-download-research",
      "source_url": "https://madgicx.com/labs/industries/agriculture-farming/crop-services-consulting#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/agriculture-farming/crop-services-consulting#answer-cite-research",
      "citation": "Madgicx Research & Labs. Crop Services & Consulting. 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/agriculture-farming/crop-services-consulting#reuse Answer: https://madgicx.com/labs/industries/agriculture-farming/crop-services-consulting#answer-cite-research",
      "source_url": "https://madgicx.com/labs/industries/agriculture-farming/crop-services-consulting#reuse"
    }
  ]
}