{
  "name": "Precision Agriculture Technology",
  "edition_label": "October 2026",
  "edition_updated_at": "2026-10-11",
  "slug": "precision-agriculture-technology",
  "kind": "subcategory",
  "parent_slug": "agriculture-farming",
  "url": "https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology",
  "scope": "Category research. Parent-industry AOV benchmark shown as a separate reference.",
  "directory_status": "deferred",
  "page_readiness": "published",
  "directory_notice": null,
  "benchmark": {
    "status": "unavailable_insufficient_cohort",
    "slug": "precision-agriculture-technology",
    "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": "No publishable AOV benchmark is available for this category. Parent and sibling benchmarks are not substituted.",
    "read_at": "2026-10-11T14:06:18.004506+00:00",
    "period_label": "No publishable aggregate",
    "citation": "Madgicx Research & Labs. Precision Agriculture Technology: 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/precision-agriculture-technology#benchmark",
    "source": {
      "name": "Madgicx Research & Labs",
      "url": "https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology#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-precision-agriculture-technology-1",
      "question": "Are GPS guidance and yield mapping the same tool?",
      "text": "USDA ERS identifies guidance, soil or yield mapping, and variable-rate application as separate precision technologies. A product page should name the actual capability rather than advertise them as one bundled feature.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology#answer-caa2-precision-agriculture-technology-1",
      "citation": "Madgicx Research & Labs. Precision Agriculture Technology. Are GPS guidance and yield mapping the same tool? USDA ERS identifies guidance, soil or yield mapping, and variable-rate application as separate precision technologies. A product page should name the actual capability rather than advertise them as one bundled feature.  Source: https://ers.usda.gov/amber-waves/2016/december/precision-agriculture-technologies-and-factors-affecting-their-adoption Answer: https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology#answer-caa2-precision-agriculture-technology-1",
      "source_url": "https://ers.usda.gov/amber-waves/2016/december/precision-agriculture-technologies-and-factors-affecting-their-adoption"
    },
    {
      "group": "In this category",
      "id": "answer-caa2-precision-agriculture-technology-2",
      "question": "What can a yield monitor show?",
      "text": "ERS describes combine-mounted monitors collecting location-tagged yield readings to make field maps. A demo can show mapping as a workflow, without implying the map predicts future harvests.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology#answer-caa2-precision-agriculture-technology-2",
      "citation": "Madgicx Research & Labs. Precision Agriculture Technology. What can a yield monitor show? ERS describes combine-mounted monitors collecting location-tagged yield readings to make field maps. A demo can show mapping as a workflow, without implying the map predicts future harvests.  Source: https://ers.usda.gov/amber-waves/2016/december/precision-agriculture-technologies-and-factors-affecting-their-adoption Answer: https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology#answer-caa2-precision-agriculture-technology-2",
      "source_url": "https://ers.usda.gov/amber-waves/2016/december/precision-agriculture-technologies-and-factors-affecting-their-adoption"
    },
    {
      "group": "In this category",
      "id": "answer-caa2-precision-agriculture-technology-3",
      "question": "Why ask about implement integration?",
      "text": "ERS says variable-rate application uses automated controls integrated with sprayers or seeding equipment and can be crop-specific. An inquiry can qualify machinery and crop context before discussing compatibility.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology#answer-caa2-precision-agriculture-technology-3",
      "citation": "Madgicx Research & Labs. Precision Agriculture Technology. Why ask about implement integration? ERS says variable-rate application uses automated controls integrated with sprayers or seeding equipment and can be crop-specific. An inquiry can qualify machinery and crop context before discussing compatibility.  Source: https://ers.usda.gov/amber-waves/2016/december/precision-agriculture-technologies-and-factors-affecting-their-adoption Answer: https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology#answer-caa2-precision-agriculture-technology-3",
      "source_url": "https://ers.usda.gov/amber-waves/2016/december/precision-agriculture-technologies-and-factors-affecting-their-adoption"
    },
    {
      "group": "In this category",
      "id": "answer-caa2-precision-agriculture-technology-4",
      "question": "What is a defensible variable-rate claim?",
      "text": "ERS describes adjusting input application with GPS-linked field data. Creative can explain that mechanism; the source does not establish a conversion lift or guaranteed farm return for an advertised product.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology#answer-caa2-precision-agriculture-technology-4",
      "citation": "Madgicx Research & Labs. Precision Agriculture Technology. What is a defensible variable-rate claim? ERS describes adjusting input application with GPS-linked field data. Creative can explain that mechanism; the source does not establish a conversion lift or guaranteed farm return for an advertised product.  Source: https://ers.usda.gov/amber-waves/2016/december/precision-agriculture-technologies-and-factors-affecting-their-adoption Answer: https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology#answer-caa2-precision-agriculture-technology-4",
      "source_url": "https://ers.usda.gov/amber-waves/2016/december/precision-agriculture-technologies-and-factors-affecting-their-adoption"
    },
    {
      "group": "Category research",
      "id": "answer-benchmark-status",
      "question": "Which AOV benchmark is shown?",
      "text": "The reference benchmark is for Agriculture & Farming.",
      "context": "Parent industry benchmark. Snapshot read 11 October 2026.",
      "url": "https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology#answer-benchmark-status",
      "citation": "Madgicx Research & Labs. Precision Agriculture Technology. Which AOV benchmark is shown? The reference benchmark is for Agriculture & Farming. Parent industry benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/agriculture-farming#benchmark Answer: https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology#answer-benchmark-status",
      "source_url": "https://madgicx.com/labs/industries/agriculture-farming#benchmark"
    },
    {
      "group": "Use this research",
      "id": "answer-download-research",
      "question": "Can I download this industry research?",
      "text": "The exports section provides this edition in Markdown and JSON, along with a research index. Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology#answer-download-research",
      "citation": "Madgicx Research & Labs. Precision Agriculture Technology. Can I download this industry research? The exports section provides this edition in Markdown and JSON, along with a research index. Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.  Source: https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology#reuse Answer: https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology#answer-download-research",
      "source_url": "https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology#reuse"
    },
    {
      "group": "Use this research",
      "id": "answer-cite-research",
      "question": "How should I cite a finding from this page?",
      "text": "Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology#answer-cite-research",
      "citation": "Madgicx Research & Labs. Precision Agriculture Technology. How should I cite a finding from this page? Credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope.  Source: https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology#reuse Answer: https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology#answer-cite-research",
      "source_url": "https://madgicx.com/labs/industries/agriculture-farming/precision-agriculture-technology#reuse"
    }
  ],
  "parent_benchmark_reference": {
    "scope": "parent_industry",
    "parent_slug": "agriculture-farming",
    "parent_name": "Agriculture & Farming",
    "source_url": "https://madgicx.com/labs/industries/agriculture-farming#benchmark",
    "benchmark": {
      "status": "verified_aggregate",
      "slug": "agriculture-farming",
      "parent_slug": null,
      "cohort_scope": "root_and_children",
      "median_aov_usd": 54.03,
      "p25_aov_usd": 31.64,
      "p75_aov_usd": 117.55,
      "metric_window": null,
      "scope_label": "Equal-weight AOV benchmark",
      "methodology": "Median and middle 50% of observed account-level average order values in USD, with each account weighted equally. Use this range as a comparison, not a profitability measure.",
      "read_at": "2026-10-11T14:06:18.004506+00:00",
      "period_label": "Dated snapshot",
      "citation": "Madgicx Research & Labs. Agriculture & Farming account AOV: median $54.03; middle 50% $31.64 to $117.55. Snapshot read 11 October 2026. https://madgicx.com/labs/industries/agriculture-farming#benchmark",
      "source": {
        "name": "Madgicx Research & Labs",
        "url": "https://madgicx.com/labs/industries/agriculture-farming#benchmark"
      }
    },
    "citation": "Madgicx Research & Labs. Agriculture & Farming account AOV: median $54.03; middle 50% $31.64 to $117.55. Snapshot read 11 October 2026. https://madgicx.com/labs/industries/agriculture-farming#benchmark"
  }
}