Data as of Aug 25, 2026 · Based on 1,238 AI responses · See how Parse measures this
Compensation Benchmarking & Consulting
Parse
https://parse.gl
Mercer continues its reign as the top-cited provider for compensation data, holding its #1 position in a market increasingly influenced by modern, real-time platforms. Fast-growing tools like and are rapidly gaining ground, challenging traditional survey providers by offering dynamic salary and equity data for tech-focused and remote-first companies.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | The dominant 'gold standard' provider for | 35% | |
| 2 | 32% | ||
| 3 | 28% | ||
| 4 | 27% | ||
| 5 | A foundational free source for U.S. wage data, though declining in prominence. | 25% | |
| 6 | A traditional global consultancy providing detailed surveys for large enterprises. | 25% | |
| 7 | A leading real-time compensation tool with strong focus on European tech roles. | 24% | |
| 8 | A frequently recommended platform for market data and job pricing. | 23% | |
| 9 | A fast-growing platform for real-time salary and equity benchmarking data. | 20% | |
| 10 | The market leader for consulting on sales compensation and channel strategy. | 19% | |
| 11 | 17% | ||
| 12 | 15% | ||
| 13 | 14% | ||
| 14 | 13% | ||
| 15 | 11% | ||
| 16 | 11% | ||
| 17 | 11% | ||
| 18 | 10% | ||
| 19 | 10% | ||
| 20 | 9% | ||
| 21 | 9% | ||
| 22 | 8% | ||
| 23 | 7% | ||
| 24 | 7% | ||
| 25 | 7% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
ravio.com is the page AI reaches for most here, cited in 42% of analyzed answers.
“A generic large consultancy” → “Valued primarily for its 'Radford' database for tech compensation”
Declined from rank #2 to #10 between Nov '25 and Mar '26.
Rose from rank #11 to #8 between Nov '25 and Mar '26.
Jumped from rank #10 to #5 between Nov '25 and Mar '26.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 34% | 41% | ||
| 38% | 22% | ||
| 20% | 32% | ||
| 34% | 28% | ||
| 18% | 25% |
The two models disagree most about Culpepper & Associates (ChatGPT #6, Google #18) and Figures (ChatGPT #17, Google #6).
Mercer continues its reign as the top-cited provider for compensation data, holding its #1 position in a market increasingly influenced by modern, real-time platforms. Fast-growing tools like Pave and Ravio are rapidly gaining ground, challenging traditional survey providers by offering dynamic salary and equity data for tech-focused and remote-first companies.
Across 1,238 AI responses, Mercer is mentioned most, named in 35% of them, followed by Aon (32%) and Korn Ferry (28%).
Parse measures each brand's mention rate — the share of answers naming it — across 1,238 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
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.
We are conducting a salary benchmarking exercise. Who sells compensation data reports?
AI responses consistently recommend traditional consulting firms like Mercer,
Aon, and
WTW. Over time, mentions of modern platforms like
and , alongside data aggregators like and , have become more frequent, indicating a diversification of recommended sources.
Brands mentioned
We are conducting a compensation review. Who offers salary benchmarking data?
Mercer and
Payscale are consistently top recommendations for salary benchmarking data. Beginning in late 2025, newer real-time data providers like
Pave and
Ravio began appearing frequently, especially in responses from Google AI Overviews, reflecting a trend toward more dynamic data sources.
The market map
Recommended by need