NAICS 4523 · Sub-Industry Deep-Dive · Retail Trade

All Other General Merchandise Stores — AI Adoption Analysis

Aggregate AI adoption statistics for companies in the All Other General Merchandise Stores sub-industry, computed from Meo Advisors' dataset of US-scored firms.

51 companies

56.8 avg score

27 states

45 cities

$17.0M median savings

5,250 median employees

AI Adoption Score Distribution · 51 companies scored

Grade A

80 – 100

Grade B

72 – 79

Grade C

64 – 71

Grade D

< 64

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

Top All Other General Merchandise Stores companies by AI adoption score

#1sams clubsioux city, IowaC72/100 #2the tjx companies, inc.framingham, MassachusettsC68/100 #3dollar express stores llccharlotte, North CarolinaC65/100 #4dollar generalgoodlettsville, TennesseeC65/100 #5dollar tree storeschesapeake, VirginiaC65/100 #6macy's backstage, inc.new york, New YorkC65/100 #7mygofer stores, llccarpentersville, IllinoisC65/100 #8popshelfgoodlettsville, TennesseeC65/100 #9ross stores, inc.dublin, CaliforniaC65/100 #10buybuy babymurray, UtahD62/100 #11esco ltdwoodlawn, MarylandD62/100 #12the founders districthouston, TexasD62/100 #13winston retailnew york, New YorkD62/100 #143sixty duty freemiami, FloridaD60/100 #15angmar retail groupmansfield, TexasD60/100 #16calvert retail, l.p.montchanin, DelawareD60/100 #17checkers internationalsan francisco, CaliforniaD60/100 #18c w price cobloomsbury, New JerseyD60/100 #19gordon companies inc.buffalo, New YorkD60/100 #20gtm discount general storelemon grove, CaliforniaD60/100 #21ingran sa de cvD60/100 #22kalama beach corporationhonolulu, HawaiiD60/100 #23mast general storeboone, North CarolinaD60/100 #24olivet international inc.mira loma, CaliforniaD60/100 #25ollie's bargain outlet, inc.harrisburg, PennsylvaniaD60/100 #26pfi instorehazelwood, MissouriD60/100 #27ua corporate solutionsfort lauderdale, FloridaD60/100 #28gordmanshouston, TexasD58/100 #29trio storesvernon hills, IllinoisD58/100 #30uncle sam's retail outletscottsdale, ArizonaD58/100 #31vf outletreading, PennsylvaniaD58/100 #32first imperial trading cocommerce, CaliforniaD55/100 #33forman millspennsauken, New JerseyD55/100 #34good sambowling green, KentuckyD55/100 #35mehbajaquebogue, New YorkD55/100 #36the border stoppost falls, IdahoD55/100 #37the pioneer woman mercantilepawhuska, OklahomaD55/100 #38csww, inc.great falls, MontanaD52/100 #39family centerharrisonville, MissouriD52/100 #40jax mercantile co.fort collins, ColoradoD52/100 #41Zippy ShellKansas City, KansasD50/100 #42byu storeprovo, UtahD48/100 #43pan-ostonbowling green, KentuckyD48/100 #4499 cents only storescommerce, CaliforniaD45/100 #45Fountain HouseNew York, New YorkD45/100 #46marukai corporation u.s.a.gardena, CaliforniaD45/100 #47new uses general storecolumbus, OhioD45/100 #48Susan G. KomenAtlanta, GeorgiaD45/100 #49kirlin's, inc.quincy, IllinoisD42/100 #50ouac, inc dublindublin, OhioD42/100 #51variety wholesalers, inchenderson, North CarolinaD40/100

Sibling sub-industries under Retail Trade

NAICS 4541

Electronic Shopping and Mail-Order Houses

281 companies

NAICS 4539

All Other Miscellaneous Store Retailers (except Tobacco Stores)

237 companies

NAICS 4511

Sporting Goods Stores

164 companies

NAICS 4532

Gift, Novelty, and Souvenir Stores

Other Direct Selling Establishments

73 companies

NAICS 4533

Used Merchandise Stores

Sporting Goods Retailers

16 companies

NAICS 4529

All Other General Merchandise Stores

16 companies

Top cities for All Other General Merchandise Stores

goodlettsville, Tennessee

2 companies · avg 65

new york, New York

2 companies · avg 63.5

houston, Texas

2 companies · avg 60

bowling green, Kentucky

2 companies · avg 51.5

commerce, California

2 companies · avg 50

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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