How AI answer engines name Payscale
Data through October 21, 2026
Across 1,577 answers ChatGPT, Claude, Gemini, Perplexity and Google's AI surfaces gave to buyer questions about HR & Talent between May 10, 2026 and October 21, 2026, Payscale was named in 22 (1.4%).
Last 28 days: named in 0 of 567 answers in its home categories (0.0%), level with the 28 days before.
By engine
Answers each engine gave to buyer questions about HR & Talent, and how many of them named Payscale.
| Engine | Named | Answers | Rate |
|---|---|---|---|
| ChatGPT | 2 | 355 | 0.6% |
| Claude | 3 | 356 | 0.8% |
| Gemini | 8 | 356 | 2.2% |
| Perplexity | 2 | 356 | 0.6% |
| Google AI Mode | 5 | 113 | 4.4% |
| Google AI Overviews | 2 | 41 | 4.9% |
By question type
The same answers, split by the shape of the buyer question.
| Question type | Named | Answers | Rate |
|---|---|---|---|
| Best-of | 0 | 184 | 0.0% |
| Ranked list | 0 | 179 | 0.0% |
| Head-to-head | 0 | 183 | 0.0% |
| Is it worth it | 0 | 179 | 0.0% |
| How to choose | 0 | 180 | 0.0% |
| Problem first | 0 | 179 | 0.0% |
| News | 22 | 493 | 4.5% |
Week by week
Payscale was named in at least one answer in 6 of the 17 weeks on record; the latest was the week of June 29, 2026.
Each week's answers to buyer questions about HR & Talent, Monday to Sunday, newest first, and how many of them named Payscale. The questions asked can differ from one week to the next.
| Week of | Named | Answers | Rate |
|---|---|---|---|
| 0 | 178 | 0.0% | |
| 0 | 59 | 0.0% | |
| 0 | 175 | 0.0% | |
| 0 | 116 | 0.0% | |
| 0 | 132 | 0.0% | |
| 0 | 192 | 0.0% | |
| 0 | 176 | 0.0% | |
| 0 | 56 | 0.0% | |
| 5 | 46 | 10.9% | |
| 1 | 40 | 2.5% | |
| 3 | 54 | 5.6% | |
| 2 | 44 | 4.5% | |
| 0 | 30 | 0.0% | |
| 7 | 117 | 6.0% | |
| 4 | 111 | 3.6% | |
| 0 | 48 | 0.0% | |
| 0 | 3 | 0.0% |
Named first
When an answer named Payscale alongside another brand in this record, it was named first in 1 of 20 (5.0%).
Named alongside
Sources the engines cited when they named Payscale
Domains cited in answers that named Payscale, by the number of those answers that cited them.
| Domain | Answers |
|---|---|
| captivateiq.com | 10 |
| gartner.com | 10 |
| worldatwork.org | 10 |
| unleash.ai | 9 |
| beqom.com | 8 |
| ravio.com | 8 |
| lhra.io | 7 |
| compport.com | 5 |
| hrtechfeed.com | 5 |
| trusaic.com | 5 |
Payscale's own site (payscale.com) was cited in 2 of 22 (9.1%).
Across every answer run in the Machine Relations Index, not only the answers that named Payscale, payscale.com was cited in 9 of 29,566 (0.03%), by 3 of the 6 engines it observes. The Index is still collecting evidence on payscale.com before it grades or ranks it.
Across every HR & Talent buyer question, not only the answers that named Payscale, the Machine Relations Index ranks which sources AI engines cite for HR & Talent questions.
How this is measured
Names are matched case-sensitively from each brand's own homepage title, in answers stored by the Machine Relations Index. Only derived counts are published here; no answer text is.
A brand appears only once it has been named in at least 10 answers on 7 separate days.
A name match counts a mention. It does not count a recommendation, and it does not measure sentiment.
Categories are the Index's buyer-question categories.
Source: Machine Relations Index.
FAQ
Does ChatGPT recommend Payscale?
ChatGPT named Payscale in 2 of 355 answers (0.6%) to buyer questions about HR & Talent between May 10, 2026 and October 21, 2026. This record counts a name, not a recommendation: it does not judge whether the answer endorsed Payscale.
Which sources do AI engines cite when they mention Payscale?
The domains cited most often in answers that named Payscale were captivateiq.com (10 answers), gartner.com (10 answers) and worldatwork.org (10 answers).
Which AI engine names Payscale most often?
Google AI Overviews, at 4.9%: it named Payscale in 2 of 41 answers to buyer questions about HR & Talent.