| Evan M. Whitley | Agriculture, Forestry, Fishing and Hunting | $20,232 | $20,330 | 1 | <$5M |  AI Deep Dive |
| Standard Title Company, LLC | Professional, Scientific, and Technical Services | $20,000 | $20,113 | 1 | <$5M | AI Deep Dive |
| Alan Williford | Construction | $19,682 | $19,839 | 1 | <$5M | AI Deep Dive |
| Carroll T Hutchens III | Retail Trade | $19,100 | $19,223 | 1 | <$5M | AI Deep Dive |
| Madill Church of Christ | Other Services (except Public Administration) | $18,901 | $19,043 | 6 | N/A | AI Deep Dive |
| Nancy's Bookkeeping & Tax Service | Professional, Scientific, and Technical Services | $18,800 | $10,061 | 3 | <$5M | AI Deep Dive |
| Ronald B. Hartin | Agriculture, Forestry, Fishing and Hunting | $18,772 | $18,843 | 1 | <$5M | AI Deep Dive |
| Dustin Lollis | Mining, Quarrying, and Oil and Gas Extraction | $18,392 | $18,441 | 1 | <$5M | AI Deep Dive |
| Madill Church of Christ, INC | Other Services (except Public Administration) | $18,300 | $18,461 | 6 | N/A | AI Deep Dive |
| Marshall County Enterprises, Inc. | Real Estate and Rental and Leasing | $18,000 | $18,230 | 2 | <$5M | AI Deep Dive |
| James Gerber | Agriculture, Forestry, Fishing and Hunting | $17,978 | $18,036 | 1 | <$5M | AI Deep Dive |
| Justin Gerber | Agriculture, Forestry, Fishing and Hunting | $17,978 | $18,036 | 1 | <$5M | AI Deep Dive |
| Recio Trucking LLC | Transportation and Warehousing | $17,800 | $18,024 | 1 | <$5M | AI Deep Dive |
| Amazing Grace Boutique, LLC | Retail Trade | $17,500 | $17,608 | 7 | <$5M | AI Deep Dive |
| Jerry Coleman | Agriculture, Forestry, Fishing and Hunting | $17,427 | $17,485 | 1 | <$5M | AI Deep Dive |
| Madill Tag Agency Inc. | Administrative and Support and Waste Management | $17,200 | $17,421 | 3 | <$5M | AI Deep Dive |
| Donald Smith Construction LLC | Construction | $17,195 | $17,455 | 5 | <$5M | AI Deep Dive |
| Glen Jeffrey Burns | Agriculture, Forestry, Fishing and Hunting | $17,000 | $17,056 | 1 | <$5M | AI Deep Dive |
| Pettijohn Springs Christian Camp | Manufacturing | $16,700 | $16,818 | 3 | N/A | AI Deep Dive |
| K Squared Enterprises, LLC | Manufacturing | $16,700 | $16,814 | 4 | <$5M | AI Deep Dive |
| Nancy J. Shilling Appraisal Services | Professional, Scientific, and Technical Services | $16,600 | $16,701 | 2 | <$5M | AI Deep Dive |
| Hugh D Sweat | Agriculture, Forestry, Fishing and Hunting | $16,145 | $16,229 | 1 | <$5M | AI Deep Dive |
| Tisha Ross | Health Care and Social Assistance | $15,166 | $15,222 | 1 | <$5M | AI Deep Dive |
| Texoma Septic Services | Administrative and Support and Waste Management | $14,839 | $14,941 | 1 | <$5M | AI Deep Dive |
| Mh Signs LLC | Manufacturing | $14,703 | $14,793 | 3 | <$5M | AI Deep Dive |