No publishable AOV benchmark
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Business & Consulting Services248 / 552
Madgicx Research & Labs
Performance Improvement Consulting
Start with the baseline.
MADGICX / LABSINDUSTRY RESEARCH
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Scope & method
Within Business & Consulting Services
More in this industry. 7
Questions, answered.AOV, context & using this research7 answers
In this category
What is the baseline for an improvement claim?
Name the measure and its current level before projecting change. NIST's Baldrige framework separates current levels from trends and comparisons; a percentage without a baseline cannot show a client's improvement.
Which process measures belong in a proposal?
Choose measures tied to the actual process requirement, such as cycle time or defects when those are relevant. NIST lists responsiveness and defect-related indicators as examples, not universal targets.
Does naming Lean or Six Sigma prove a result?
No. NIST lists them among possible improvement tools and says to evaluate process inputs, steps and resources when outcomes miss requirements. The proposal still needs a testable measure and scope.
How should a firm report change over time?
Show dated results using the same defined measure, then discuss trend and comparison context. NIST treats levels, trends, comparisons and integration into decisions as separate questions.
Category research
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.
Use this research
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.
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.
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Connected industries.
Research scope
Small print.
Clear boundaries.
Evidence scope
Benchmark status reviewed 11 October 2026.
The exact category cohort does not support a publishable AOV aggregate.
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. Parent and sibling benchmarks are never substituted.
Category scope
Individually authored category research. The brand directory is deferred for this private draft. Taxonomy membership does not establish benchmark coverage.
Exports & citation detailsMarkdown · JSON · Embed
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.