{"name":"Engine & Mechanical Parts","edition_label":"October 2026","edition_updated_at":"2026-10-11","slug":"engine-mechanical-parts","kind":"subcategory","parent_slug":"automotive-parts-accessories","url":"https://madgicx.com/labs/industries/automotive-parts-accessories/engine-mechanical-parts","scope":"Category research. Parent-industry AOV benchmark shown as a separate reference. Independent public brand research; no brand is identified as a benchmark participant.","directory_status":"complete","page_readiness":"published","directory_notice":"97 public listings from reviewed research; coverage is partial. Source review dates appear per listing when available. Historical source evidence does not establish current operation or availability. Inclusion does not indicate benchmark participation or a Madgicx customer relationship.","benchmark":{"status":"unavailable_insufficient_cohort","slug":"engine-mechanical-parts","parent_slug":"automotive-parts-accessories","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":"2026-10-11T14:06:35.690214+00:00","period_label":"No publishable aggregate","citation":"Madgicx Research & Labs. Engine & Mechanical Parts: no publishable AOV benchmark. The exact category cohort does not support a publishable AOV aggregate. 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A part ad can ask for vehicle and diagnostic details without presenting one generic component as the certain fix.","context":"","url":"https://madgicx.com/labs/industries/automotive-parts-accessories/engine-mechanical-parts#answer-auto-engine-mechanical-parts-1","citation":"Madgicx Research & Labs. Engine & Mechanical Parts. Why avoid a one-symptom engine-part claim? The FTC lists several engine symptoms and recommends diagnosis before repair. A part ad can ask for vehicle and diagnostic details without presenting one generic component as the certain fix.  Source: https://consumer.ftc.gov/articles/0211-auto-repair-basics Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/engine-mechanical-parts#answer-auto-engine-mechanical-parts-1","source_url":"https://consumer.ftc.gov/articles/0211-auto-repair-basics"},{"group":"In this category","id":"answer-auto-engine-mechanical-parts-2","question":"How can a starter offer avoid overclaiming?","text":"FTC guidance says an apparent starter fault may instead involve a battery or connection. Creative can show a diagnostic sequence and reserve the actual parts recommendation for inspection.","context":"","url":"https://madgicx.com/labs/industries/automotive-parts-accessories/engine-mechanical-parts#answer-auto-engine-mechanical-parts-2","citation":"Madgicx Research & Labs. Engine & Mechanical Parts. How can a starter offer avoid overclaiming? FTC guidance says an apparent starter fault may instead involve a battery or connection. Creative can show a diagnostic sequence and reserve the actual parts recommendation for inspection.  Source: https://consumer.ftc.gov/articles/0211-auto-repair-basics Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/engine-mechanical-parts#answer-auto-engine-mechanical-parts-2","source_url":"https://consumer.ftc.gov/articles/0211-auto-repair-basics"},{"group":"In this category","id":"answer-auto-engine-mechanical-parts-3","question":"What does a parts-condition label clarify?","text":"The FTC separates new, remanufactured and salvage parts. A listing can state the actual condition and included components, while any fit or warranty terms require the seller’s own evidence.","context":"","url":"https://madgicx.com/labs/industries/automotive-parts-accessories/engine-mechanical-parts#answer-auto-engine-mechanical-parts-3","citation":"Madgicx Research & Labs. Engine & Mechanical Parts. What does a parts-condition label clarify? The FTC separates new, remanufactured and salvage parts. A listing can state the actual condition and included components, while any fit or warranty terms require the seller’s own evidence.  Source: https://consumer.ftc.gov/articles/0211-auto-repair-basics Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/engine-mechanical-parts#answer-auto-engine-mechanical-parts-3","source_url":"https://consumer.ftc.gov/articles/0211-auto-repair-basics"},{"group":"In this category","id":"answer-auto-engine-mechanical-parts-4","question":"Why show labor separately from a component?","text":"The FTC says a repair estimate identifies parts and anticipated labor charges. An ad can direct buyers to an itemized quote rather than suggest a component price equals a completed repair.","context":"","url":"https://madgicx.com/labs/industries/automotive-parts-accessories/engine-mechanical-parts#answer-auto-engine-mechanical-parts-4","citation":"Madgicx Research & Labs. Engine & Mechanical Parts. Why show labor separately from a component? The FTC says a repair estimate identifies parts and anticipated labor charges. An ad can direct buyers to an itemized quote rather than suggest a component price equals a completed repair.  Source: https://consumer.ftc.gov/articles/0211-auto-repair-basics Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/engine-mechanical-parts#answer-auto-engine-mechanical-parts-4","source_url":"https://consumer.ftc.gov/articles/0211-auto-repair-basics"},{"group":"Category research","id":"answer-benchmark-status","question":"Which AOV benchmark is shown?","text":"The reference benchmark is for Automotive Parts & Accessories.","context":"Parent industry benchmark. Snapshot read 11 October 2026.","url":"https://madgicx.com/labs/industries/automotive-parts-accessories/engine-mechanical-parts#answer-benchmark-status","citation":"Madgicx Research & Labs. Engine & Mechanical Parts. Which AOV benchmark is shown? The reference benchmark is for Automotive Parts & Accessories. Parent industry benchmark. Snapshot read 11 October 2026. Source: https://madgicx.com/labs/industries/automotive-parts-accessories#benchmark Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/engine-mechanical-parts#answer-benchmark-status","source_url":"https://madgicx.com/labs/industries/automotive-parts-accessories#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/automotive-parts-accessories/engine-mechanical-parts#answer-download-research","citation":"Madgicx Research & Labs. Engine & Mechanical Parts. 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/automotive-parts-accessories/engine-mechanical-parts#reuse Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/engine-mechanical-parts#answer-download-research","source_url":"https://madgicx.com/labs/industries/automotive-parts-accessories/engine-mechanical-parts#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/automotive-parts-accessories/engine-mechanical-parts#answer-cite-research","citation":"Madgicx Research & Labs. Engine & Mechanical Parts. 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/automotive-parts-accessories/engine-mechanical-parts#reuse Answer: https://madgicx.com/labs/industries/automotive-parts-accessories/engine-mechanical-parts#answer-cite-research","source_url":"https://madgicx.com/labs/industries/automotive-parts-accessories/engine-mechanical-parts#reuse"}],"parent_benchmark_reference":{"scope":"parent_industry","parent_slug":"automotive-parts-accessories","parent_name":"Automotive Parts & Accessories","source_url":"https://madgicx.com/labs/industries/automotive-parts-accessories#benchmark","benchmark":{"status":"verified_aggregate","slug":"automotive-parts-accessories","parent_slug":null,"cohort_scope":"root_and_children","median_aov_usd":99.85,"p25_aov_usd":30.35,"p75_aov_usd":330.34,"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":"2026-10-11T14:06:35.690214+00:00","period_label":"Dated snapshot","citation":"Madgicx Research & Labs. Automotive Parts & Accessories account AOV: median $99.85; middle 50% $30.35 to $330.34. Snapshot read 11 October 2026. https://madgicx.com/labs/industries/automotive-parts-accessories#benchmark","source":{"name":"Madgicx Research & Labs","url":"https://madgicx.com/labs/industries/automotive-parts-accessories#benchmark"}},"citation":"Madgicx Research & Labs. Automotive Parts & Accessories account AOV: median $99.85; middle 50% $30.35 to $330.34. Snapshot read 11 October 2026. https://madgicx.com/labs/industries/automotive-parts-accessories#benchmark"}}
