NAICS 3241 · Sub-Industry Deep-Dive · Manufacturing

Petroleum Refineries — AI Adoption Analysis

Aggregate AI adoption statistics for companies in the Petroleum Refineries sub-industry, computed from Meo Advisors' dataset of US-scored firms.

100 companies

58 avg score

33 states

71 cities

$34.0M median savings

3,000 median employees

AI Adoption Score Distribution · 100 companies scored

3

Grade A

80 – 100

5

Grade B

72 – 79

27

Grade C

64 – 71

65

Grade D

< 64

Scores reflect operational readiness for AI agent deployment across scheduling, intake, billing, and customer communication workflows.

Top Petroleum Refineries companies by AI adoption score

#1MFA OilColumbia, MissouriB80/100 #2PBF EnergyParsippany-Troy Hills, New JerseyB80/100 #3RelaDyneCincinnati, OhioB80/100 #4LibertycokePhiladelphia, PennsylvaniaB79/100 #5Sinclair OilB79/100 #6Valvoline™ Globallexington, KentuckyB79/100 #7SpraguePortsmouth, New HampshireB75/100 #8Par PetroleumSunderland, EnglandC73/100 #9phillips 66houston, TexasC70/100 #10flint hills resourceswichita, KansasC68/100 #11alon usabrentwood, TennesseeC65/100 #12amsoil industrialsuperior, WisconsinC65/100 #13andeavorsan antonio, TexasC65/100 #14Chalmette RefiningChalmette, LouisianaC65/100 #15cvr refining, lpsugar land, TexasC65/100 #16hf sinclairdallas, TexasC65/100 #17hollyfrontierdallas, TexasC65/100 #18hydrotexfarmers branch, TexasC65/100 #19kerosene internationaldover, DelawareC65/100 #20kochwichita, KansasC65/100 #21koch industriesdwichita, KansasC65/100 #22marathon petroleum corporationfindlay, OhioC65/100 #23martinez refining company llcmartinez, CaliforniaC65/100 #24montana renewables, llcgreat falls, MontanaC65/100 #25northern tier energy: st. paul park refining co. llcst. paul park, MinnesotaC65/100 #26nxtclean fuelsclatskanie, OregonC65/100 #27par petroleum corphouston, TexasC65/100 #28pasadena refinings system inc.houston, TexasC65/100 #29pennzoilC65/100 #30tesoro corporationsan antonio, TexasC65/100 #31texacoC65/100 #32total petrochemicals & refining usa, inc.houston, TexasC65/100 #33valerosan antonio, TexasC65/100 #34western refiningsan antonio, TexasC65/100 #35xaerus performance fluids internationalmidland, MichiganC65/100 #36american refining group, inc.bradford, PennsylvaniaD62/100 #37fuchs north america, inc.owings mills, MarylandD62/100 #38maguire oil co.dallas, TexasD62/100 #39polaris laboratories®indianapolis, IndianaD62/100 #40soprema usawadsworth, OhioD62/100 #41valvoline middle east and africalexington, KentuckyD62/100 #42vertex energy inc.houston, TexasD62/100 #43western refining logistics lpel paso, TexasD62/100 #44b-eco fuel tabslake elsinore, CaliforniaD60/100 #45monroe energy, llctrainer, PennsylvaniaD60/100 #46porocel internationalthe woodlands, TexasD60/100 #47quick fuel | a world kinect brandauburn, CaliforniaD60/100 #48ryder fuel serviceshouston, TexasD60/100 #49the garland company, inc.cleveland, OhioD60/100 #50u.s. lubricantsappleton, WisconsinD60/100 #51amsoil inc.superior, WisconsinD58/100 #52citgo lubricantshouston, TexasD58/100 #53countrymarkindianapolis, IndianaD58/100 #54lucas oilindianapolis, IndianaD58/100 #55petrochoice - lubrication solutionsking of prussia, PennsylvaniaD58/100 #56wynnewood refining companysugar land, TexasD58/100 #57Space Age Fuel, Inc.Clackamas, OregonD57/100 #58Warren Oil CompanyDunn, North CarolinaD57/100 #59Bristol GasesDubai, DubaiD55/100 #60chs mcpherson refinery, incmcpherson, KansasD55/100 #61colonial group, inc.savannah, GeorgiaD55/100 #62ergon specialty oilsJackson, MississippiD55/100 #63Greene TweedHouston, TexasD55/100 #64ParHawaiikapolei, HawaiiD55/100 #65ppc lubricants, inc.jonestown, PennsylvaniaD55/100 #66universal lubricants, a petrochoice companywichita, KansasD55/100 #67asphalt materials, inc.indianapolis, IndianaD52/100 #68flint hills resources, lpwichita, KansasD52/100 #69gardner-gibson, inc.tampa, FloridaD52/100 #70placid refining company llcport allen, LouisianaD52/100 #71Mist Inc.morrow, OhioD51/100 #72all american asphalt, inc.corona, CaliforniaD50/100 #73associated asphalt - an ergon companyroanoke, VirginiaD50/100 #74ExxonMobilHouston, TexasD50/100 #75Haffnersoillawrence, MassachusettsD50/100 #76world oilSouth Gate, CaliforniaD50/100 #77ApollooilWinchester, KentuckyD48/100 #78halco lubricantsnorcross, GeorgiaD48/100 #79lubricating specialties companypico rivera, CaliforniaD48/100 #80pabco roofing productstacoma, WashingtonD48/100 #81barrett paving materials inccincinnati, OhioD45/100 #82calumetindianapolis, IndianaD45/100 #83colonial oil industries, inc.savannah, GeorgiaD45/100 #84echo groupport arthur, TexasD45/100 #85Epic IndustrialMilford, New JerseyD45/100 #86FibroGenSan Francisco, CaliforniaD45/100 #87fuchs lubricants co.harvey, IllinoisD45/100 #88gardner asphalt supplytampa, FloridaD45/100 #89Hunt Refining CompanyTuscaloosa, AlabamaD45/100 #90martin lubricantssmackover, ArkansasD45/100 #91Schaeffer OilSt. Louis, MissouriD45/100 #92suncoke energylisle, IllinoisD45/100 #93suncoke energy partners lplisle, IllinoisD45/100 #94SynchrogenixWilmington, DelawareD45/100 #95top-Northvale, New JerseyD45/100 #96united refining companywarren, PennsylvaniaD45/100 #97UrschelChesterton, IndianaD45/100 #98velo lubricantscarnegie, PennsylvaniaD45/100 #99Westmor IndustriesMorris, MinnesotaD45/100 #100world energyD42/100

Sibling sub-industries under Manufacturing

Pharmaceutical Preparation Manufacturing

All Other Plastics Product Manufacturing

Commercial Printing (except Screen and Books)

Corrugated and Solid Fiber Box Manufacturing

Other Concrete Product Manufacturing

Toilet Preparation Manufacturing

All Other Basic Organic Chemical Manufacturing

All Other Miscellaneous Chemical Product and Preparation Manufacturing

Paint and Coating Manufacturing

Other Millwork (including Flooring)

Glass Product Manufacturing Made of Purchased Glass

Paper (except Newsprint) Mills

Top cities for Petroleum Refineries

houston, Texas

7 companies · avg 63.6

wichita, Kansas

5 companies · avg 61

indianapolis, Indiana

5 companies · avg 55

san antonio, Texas

4 companies · avg 65

dallas, Texas

3 companies · avg 64

Methodology

Scores are computed using Meo Advisors' proprietary AI adoption model evaluating public digital signals (job postings, tech stack, content, and product velocity). NAICS assignment is based on primary industry classification from the company's public filings and directory entries.

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