# General Auto Repair Services — Meta ads research

Category research. Brand directory deferred.
Edition: October 2026. Page updated: 2026-10-11.

## Account AOV aggregate

No publishable AOV benchmark.
- Status: unavailable_insufficient_cohort
- Scope: The exact category cohort does not support a publishable AOV aggregate.
- Status reviewed: 2026-10-11T14:06:40.917993+00:00
- Period: No publishable aggregate; underlying reporting period not supplied

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.

Source: [Madgicx Research & Labs](https://madgicx.com/labs/industries/automotive-services/general-auto-repair-services#benchmark)

Directory status: deferred. Final brand research and logo placement are pending.

## Research questions

### 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.

[Source](https://consumer.ftc.gov/articles/0211-auto-repair-basics) · [Answer permalink](https://madgicx.com/labs/industries/automotive-services/general-auto-repair-services#answer-auto-general-auto-repair-services-1)

Citation: Madgicx Research & Labs. General Auto Repair Services. 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.  Source: https://consumer.ftc.gov/articles/0211-auto-repair-basics Answer: https://madgicx.com/labs/industries/automotive-services/general-auto-repair-services#answer-auto-general-auto-repair-services-1

### 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.

[Source](https://consumer.ftc.gov/articles/0211-auto-repair-basics) · [Answer permalink](https://madgicx.com/labs/industries/automotive-services/general-auto-repair-services#answer-auto-general-auto-repair-services-2)

Citation: Madgicx Research & Labs. General Auto Repair Services. 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.  Source: https://consumer.ftc.gov/articles/0211-auto-repair-basics Answer: https://madgicx.com/labs/industries/automotive-services/general-auto-repair-services#answer-auto-general-auto-repair-services-2

### 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.

[Source](https://consumer.ftc.gov/articles/0211-auto-repair-basics) · [Answer permalink](https://madgicx.com/labs/industries/automotive-services/general-auto-repair-services#answer-auto-general-auto-repair-services-3)

Citation: Madgicx Research & Labs. General Auto Repair Services. 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.  Source: https://consumer.ftc.gov/articles/0211-auto-repair-basics Answer: https://madgicx.com/labs/industries/automotive-services/general-auto-repair-services#answer-auto-general-auto-repair-services-3

### 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.

[Source](https://consumer.ftc.gov/articles/0211-auto-repair-basics) · [Answer permalink](https://madgicx.com/labs/industries/automotive-services/general-auto-repair-services#answer-auto-general-auto-repair-services-4)

Citation: Madgicx Research & Labs. General Auto Repair Services. 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.  Source: https://consumer.ftc.gov/articles/0211-auto-repair-basics Answer: https://madgicx.com/labs/industries/automotive-services/general-auto-repair-services#answer-auto-general-auto-repair-services-4

### 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/automotive-services/general-auto-repair-services#benchmark) · [Answer permalink](https://madgicx.com/labs/industries/automotive-services/general-auto-repair-services#answer-benchmark-status)

Citation: Madgicx Research & Labs. General Auto Repair Services. 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/automotive-services/general-auto-repair-services#benchmark Answer: https://madgicx.com/labs/industries/automotive-services/general-auto-repair-services#answer-benchmark-status

### 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/automotive-services/general-auto-repair-services#reuse) · [Answer permalink](https://madgicx.com/labs/industries/automotive-services/general-auto-repair-services#answer-download-research)

Citation: Madgicx Research & Labs. General Auto Repair Services. 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/automotive-services/general-auto-repair-services#reuse Answer: https://madgicx.com/labs/industries/automotive-services/general-auto-repair-services#answer-download-research

### 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/automotive-services/general-auto-repair-services#reuse) · [Answer permalink](https://madgicx.com/labs/industries/automotive-services/general-auto-repair-services#answer-cite-research)

Citation: Madgicx Research & Labs. General Auto Repair Services. 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/automotive-services/general-auto-repair-services#reuse Answer: https://madgicx.com/labs/industries/automotive-services/general-auto-repair-services#answer-cite-research