Dorman Products, Inc. (DORM)
Aftermarket auto parts supplier, counted by function. Read November 8, 2026 from the annual report for the period ending December 31, 2025, filed February 27, 2026. Ranked 88 of the 240 Consumer Cyclical companies read so far, by the share within reach now.
Within reach now
29%
projected from METR's April 2026 measurement and Epoch's November 2026 index
End of 2028
34%
Employees, annual report
3,871
Leading staffing pattern
Motor Vehicle and Motor Vehicle Parts and Supplies Merchant Wholesalers
Share of the working time within reach, long-run pace, four times in five
Now is projected from METR's April 2026 measurement and Epoch's November 2026 index.
- Now29%
- End of 202733%
- End of 202834%
- End of 203034%
What changes for its people by the end of 2028, by its industries' figures
- Stays with people 66%
- Becomes checking a model's work 25%
- Handed over with lighter checks 9%
Dorman Products counts 3,871 employees by function and country, 90% in the U.S.; its sourcing and distribution of aftermarket parts leads at motor vehicle parts wholesaling, its own production and engineering at motor vehicle parts manufacturing, and the 206 in Administration at management of companies.
The figures on this page come from the company's own annual report and from BLS staffing patterns for its industries, never from a roster. They are estimates with a stated method. Nothing here says what the company will do: within reach is not a forecast of jobs lost or of savings.
What follows from the reading
Share of working time within reach of AI, on the long-run pace at four in five: 29% now, 33% at the end of 2027, 34% at the end of 2028, 34% at the end of 2030. By the patterns, the work is about 34% desk work, 17% people work and 49% body work. These are the site's industry estimates weighted by the shares below: estimates with a stated method and range, not a forecast of what the company will do. By the same patterns, at the end of 2028 about 66% of the working time stays with people (conversation, in-person and hands-on work), 25% becomes checking a model's work and 9% could be handed over with lighter checks, from the industries' own figures, not the company's roles.
Headcount
3,871 employees as of December 31, 2025 (stated). 3,503 of 3,871 employees are in the U.S. and 368 outside it, by the filing's table.
The filing: “As of December 31, 2025, we had 3,871 employees worldwide, substantially all of whom were employed full-time.”
The workforce as industry patterns
| Pattern | Share | Reason, from the filing |
|---|---|---|
| Motor Vehicle and Motor Vehicle Parts and Supplies Merchant Wholesalers | 75% | Stated function counts (a) read by description: most of the 2,910 in Operations, which the filing defines as production, product distribution and inventory quality control, with the 266 in Sales, supply aftermarket parts sourced from suppliers to retailers and distributors from distribution centers, motor vehicle parts wholesaling, NAICS 4231. |
| Motor Vehicle Parts Manufacturing | 20% | Stated function counts (a) read by description: the production part of Operations with the 233 in Product Development and 256 in Quality and Engineering, who design, engineer and test the parts and run the company's own manufacturing, motor vehicle parts, NAICS 3363, the SIC 3714 business. |
| Management of Companies and Enterprises | 5% | Stated count (a): 206 in Administration, the executive officers and the finance, legal, information technology and human resources staff, 5% of 3,871, a stated administrative count that rule 6 sends to management of companies. |
What the filing says about the workforce: By function 2,910 in Operations (production, distribution, inventory quality control), 233 Product Development, 256 Quality and Engineering, 266 Sales, 206 Administration; 3,503 in the U.S. and 368 abroad; substantially all full-time; no collective bargaining agreements.
Companies read with the same leading pattern
Other companies whose largest staffing pattern is also Motor Vehicle and Motor Vehicle Parts and Supplies Merchant Wholesalers, largest first, each read from its own annual report. Within reach now and at the end of 2028, long-run pace, four in five. Now is projected from METR's April 2026 measurement and Epoch's November 2026 index.
- LKQ Corporation (LKQ, 44,000 employees)29% now, 33% by 2028
- Copart, Inc. (CPRT, 11,900 employees)29% now, 33% by 2028
- RB Global, Inc. (RBA, 8,700 employees)35% now, 40% by 2028
- Rush Enterprises, Inc. (RUSHA, 7,937 employees)29% now, 33% by 2028
- OPENLANE, Inc. (OPLN, 4,800 employees)36% now, 42% by 2028
- ACV Auctions Inc. (ACVA, 3,200 employees)29% now, 33% by 2028
- Custom Truck One Source, Inc. (CTOS, 2,500 employees)27% now, 31% by 2028
What the filing says about AI
8 sentences in the filing name AI. The filing names AI in its risk factors: competitors' use of AI may compound competitive risks, investments in AI may not yield returns and failing to adopt AI in product development could weaken its position, and AI may heighten cyber risks through deepfakes, in eight sentences.
- “Such risks may be compounded by the availability and use of artificial intelligence ("AI") by our competitors.”
- “Significant investments in technologies, including AI, may not yield returns, and failure to adopt AI effectively in our product development process-or competitors doing so more successfully-could weaken our competitive position and our revenue and profitability.”
- “Attacks-such as malware, ransomware, and unauthorized access-are increasing in frequency and severity, and the rapid adoption of AI may heighten these risks, including through the use of deepfakes.”
- “We use AI technologies in our business, and that use exposes us to risk.”
- “We continually update and expand our information technology systems to enable us to run our business more efficiently, including through the incorporation of AI solutions into our information systems, operations and processes.”
Its annual reports, year by year
Sentences naming AI in each annual report, counted by one rule, beside the median report in the Index that year. Each count links its filing. Every company, by year and sector
- Fiscal 20210median 0
- Fiscal 20220median 0
- Fiscal 20231median 1
- Fiscal 20243median 4
- Fiscal 20258median 10
Headcount by filing year
As reported in each year's annual report, with the filing. A year marked not read had no figure the reading could take from the report's text.
| Period | Employees | Filed | Filing |
|---|---|---|---|
| 2025-12-31 | 3,871 | 2026-02-27 | 10-K |
| 2024-12-31 | 3,787 | 2025-02-27 | 10-K |
| 2023-12-31 | 3,872 | 2024-02-28 | 10-K |
| 2022-12-31 | 3,786 | 2023-03-01 | 10-K |
| 2021-12-25 | 3,360 | 2022-02-22 | 10-K |
| 2020-12-26 | 2,681 | 2021-02-22 | 10-K |
| 2019-12-28 | 2,742 | 2020-02-26 | 10-K |
| 2018-12-29 | 2,370 | 2019-02-26 | 10-K |
| 2017-12-30 | 2,061 | 2018-02-27 | 10-K |
| 2016-12-31 | 1,860 | 2017-02-27 | 10-K |
| 2015-12-26 | 1,846 | 2016-02-23 | 10-K |
| 2014-12-27 | 1,785 | 2015-02-25 | 10-K |
| 2013-12-28 | 1,452 | 2014-02-25 | 10-K |
| 2012-12-29 | 1,321 | 2013-03-01 | 10-K |
| 2011-12-31 | 1,265 | 2012-03-02 | 10-K |
| 2010-12-25 | 1,185 | 2011-03-03 | 10-K |
| 2009-12-26 | 997 | 2010-03-05 | 10-K |
| 2008-12-27 | 966 | 2009-03-06 | 10-K |
| 2007-12-29 | 1,005 | 2008-03-06 | 10-K |
| 2006-12-30 | 961 | 2007-03-08 | 10-K |
| 2005-12-31 | 879 | 2006-03-15 | 10-K |
| 2004-12-25 | 880 | 2005-03-09 | 10-K |
| 2003-12-27 | 883 | 2004-03-16 | 10-K |
| 2002-12-28 | 975 | 2003-03-19 | 10-K |
| 2001-12-29 | 955 | 2002-03-19 | 10-K |
| 2000-12-30 | 985 | 2001-03-28 | 10-K |
| 1999-12-25 | not read | 2000-03-24 | 10-K |
| 1998-12-26 | 1,233 | 1999-03-25 | 10-K |
| 1997-12-27 | 931 | 1998-03-27 | 10-K |
| 1996-12-28 | 1,035 | 1997-03-27 | 10-K |
Limits of this reading
- The Operations count bundles production with distribution; the split between wholesaling and manufacturing within it is by description (c), and the data service's segment table is from fiscal 2022.
Source: the company's annual report on EDGAR, accession 0000868780-26-000014, the filing. Read by Claude Fable 5.1 under rubric version 1, by the method. A company can write to info@stratussc.com to have its reading checked against its filing.
The report on Dorman Products, Inc., $29
This page as a document to keep, with what it does not show: the share within reach at every date on three paces and two reliabilities, a typical workforce of this shape at the stated headcount role by role and task by task (the industries' staffing, never the company's roster), where to start, what changes for the people and what they would learn, every sentence in the filing that names AI, the headcount by year, the companies read with the same leading pattern, the method and a citation line. To print or save as a PDF, open again in your browser for a year.
See the report, $29See the sample first: Walmart's report is free
Questions about this company
- How much of Dorman Products, Inc.'s working time is within reach of AI?
- An estimated 29% now and 34% by the end of 2028, on METR's long-run pace at four in five, from the workforce Dorman Products, Inc.'s own annual report describes and BLS staffing patterns for its industries, never from a roster. It is an estimate with a stated method. It is not a forecast of jobs lost or of savings, and it says nothing about what the company will do.
- How many people does Dorman Products, Inc. employ?
- 3,871 as of December 31, 2025, as its annual report for the period ending December 31, 2025 states. About 90% in the U.S.
- What kinds of work make up Dorman Products, Inc.'s workforce?
- Read from its annual report as a blend of 3 industry staffing patterns, the largest Motor Vehicle and Motor Vehicle Parts and Supplies Merchant Wholesalers; by those patterns the work is about 34% desk work, 17% people work and 49% body work. Each share has a one-sentence reason on this page that can be checked against the filing.
- What does Dorman Products, Inc.'s annual report say about AI?
- 8 sentences in the filing name AI. Its annual reports for fiscal 2021 to 2025 name it in 0, 0, 1, 3 and 8 sentences, year by year. They are counted and quoted on this page, never judged: a count says how much a filing talks about AI, not what the company does with it.
- How is this estimated?
- Claude Fable 5.1 read the annual report under the Index's written rubric (version 1) on November 8, 2026: the stated headcount, the share in the U.S. when stated, and the workforce as a blend of industry staffing patterns. The estimates are the site's industry estimates weighted by those shares, from O*NET tasks with estimated lengths and METR's measurements of how long a task AI models can finish. A company can write to info@stratussc.com to have its reading checked against its filing.
Embed these figures on your site
A small card with the share of working time within reach now and at the end of 2027, 2028 and 2030, the date and a link back. Free under CC BY 4.0; the card carries the credit.