No publishable AOV benchmark
Explore category insights and their sources below.
Automotive Services232 / 552
Madgicx Research & Labs
General Auto Repair Services
Diagnosis, estimate, authorization and completed work.
MADGICX / LABSINDUSTRY RESEARCH
Research only
Scope & method
Within Automotive Services
More in this industry. 7
Questions, answered.AOV, context & using this research7 answers
In this category
What should a repair inquiry establish first?
The FTC recommends asking how a shop prices labor and whether diagnosis has a charge. Creative can make those questions easy to ask before a vehicle-specific estimate is produced.
What belongs in a written estimate?
FTC guidance says an estimate should identify the condition, needed parts and anticipated labor. A repair ad can offer the estimate process without advertising an unverified final repair price.
When is additional work approved?
The FTC says an estimate should state when the shop will contact the customer before exceeding a stated amount of time or money. A landing page can explain its actual approval step.
What record follows completed work?
The FTC advises a completed repair order listing repairs, supplied parts and labor charges. A service page can show the document type as an expectation, without implying every visit has the same outcome.
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.