Data as of Aug 25, 2026 · Based on 337 AI responses · Shares cover the last 30 days · See how Parse measures this
The United States Department of Labor remains the definitive authority in AI-generated answers on wage and hour compliance. However, responses are increasingly citing more specialized sources, including the Department's own Wage and Hour Division and consultancies founded by former investigators.
Wage and Hour Compliance Services
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| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Recommended for managing payroll functions like garnishments, but less for legal audits. | 34% | |
| 2 | 14% | ||
| 3 | 14% | ||
| 4 | 13% | ||
| 5 | 11% | ||
| 6 | Consistently cited as the primary source for federal wage and hour laws. | 11% | |
| 7 | 10% | ||
| 8 | 9% | ||
| 9 | 8% | ||
| 10 | 8% | ||
| 11 | 8% | ||
| 12 | 8% | ||
| 13 | 8% | ||
| 14 | 6% | ||
| 15 | 5% | ||
| 16 | 4% | ||
| 17 | 4% | ||
| 18 | 4% | ||
| 19 | 3% | ||
| 20 | 3% | ||
| 21 | 3% | ||
| 22 | 3% | ||
| 23 | 2% | ||
| 24 | 2% | ||
| 25 | 2% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
adp.com is the page AI reaches for most here, cited in 72% of analyzed answers.
Dropped from #2 to #8 as responses separated payroll operations from legal advice.
“A general compliance and payroll provider.” → “A specialist for process-driven tasks like garnishment management.”
Rose from rank #11 in December to #2 by March.
First cited in January 2026, became a top-5 audit specialist by March.
While still a top law firm, its rank fell from #3 to #6.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 17% | 50% | ||
| 35% | 0% | ||
| 0% | 36% | ||
| 0% | 23% | ||
| 17% | 0% |
Across 337 AI responses, ADP is mentioned most, named in 34% of them, followed by UKG (14%) and Lattice (14%).
Parse measures each brand's mention rate — the share of answers naming it — across 337 AI responses to this market's buyer questions over the last 30 days. Answers are collected daily and the ranking is re-measured on the same 30-day window.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI responses consistently cite government agencies as the primary source for ensuring compliance. Mentions of payroll software providers like ADP decreased between December and February in favor of authoritative sources like the U.S. Department of Labor and the IRS.
Brands mentioned
How can a payroll specialist ensure compliance with all federal and state wage and hour laws?
AI responses consistently cite government agencies as the primary source for ensuring compliance. Mentions of payroll software providers like ADP decreased between December and February in favor of authoritative sources like the U.S. Department of Labor and the IRS.
Answers for class-action audit help consistently recommend major labor law firms like Littler Mendelson and
BakerHostetler. Since January 2026, both ChatGPT and Google AI Overviews also consistently include the U.S. Department of Labor and its Wage and Hour Division as essential resources.