How ChatGPT Recommends OnPay

Across 100 payroll software questions, OnPay appeared in 31 answers (rank 5 among all brands named), was recommended in 28 (rank 5) and was ChatGPT's own pick in 14 (rank 6). That is a pick rate of 45% of its appearances, below the 10-brand median of 61% for brands named 10 or more times in this teardown.

When ChatGPT picked OnPay, it named it first among the brands it picked in 1 of those 14 answers. On the 20 direct advice questions ("which should I use"), ChatGPT picked it in 4 and recommended it in 6.

These are the labels ChatGPT attached to OnPay in its payroll software answers, taken from "best for" table columns and scenario lists and quoted as written. We found 12 such labels for OnPay in this category; the most frequent are below.

• "Straightforward payroll, especially multi-state" (2 answers)
• "Small businesses wanting straightforward payroll"
• "Multi-state employer"
• "Straightforward small-business payroll"
• "Simple, all-in-one payroll"
• "Very small businesses needing basic payroll"

If this is not how you describe your product, that gap is the first thing to fix: AI answers repeat the positioning they find most often across the sources they read.

In 3 head-to-head payroll software questions that named OnPay against at least one competitor, ChatGPT picked both OnPay and at least one named rival in 3, only OnPay in 0, and only a rival in 0. In every one of them ChatGPT made both OnPay and a rival its picks instead of declaring a single winner.

To see what ChatGPT suggests instead of OnPay, we asked 1 question about alternatives to it ("onpay alternatives").

That answer did not make a brand from our category dictionary its own pick. The brands it recommended:

• ADP
• Gusto
• Patriot
• Paychex
• QuickBooks Payroll
• Rippling
• Square Payroll
• SurePayroll

The 14 payroll software answers in which ChatGPT picked OnPay carried 38 source citations in total. The most-cited domains in those answers:

• gusto.com (vendor site): 12
• onpay.com (vendor site): 7
• patriotsoftware.com (vendor site): 4
• intuit.com (vendor site): 2
• payrollrate.com (other third party): 2
• adp.com (vendor site): 2

Across all 28 answers that recommended OnPay, picked or not, there were 91 citations.

OnPay's own site (onpay.com) was cited 11 times across all 100 answers in the category, in 11 different answers.

Google check: for 8 of the 14 questions where ChatGPT picked OnPay, onpay.com also ranked in Google's top ten organic results for the same question. So its Google rankings and its ChatGPT picks mostly overlap.

These are the brands ChatGPT named alongside OnPay most often in payroll software answers, and in how many of those answers ChatGPT picked them. This is the competitive set ChatGPT has built for it, which is not always the one a vendor would choose.

• Gusto: in 27 of OnPay's 31 answers, picked in 22
• QuickBooks Payroll: in 22 of OnPay's 31 answers, picked in 13
• ADP: in 15 of OnPay's 31 answers, picked in 4
• Patriot: in 12 of OnPay's 31 answers, picked in 7
• Paychex: in 12 of OnPay's 31 answers, picked in 3

OnPay is on ChatGPT's payroll software shortlist but is not one of its top three picks: it was recommended in 28 answers and picked in 14, against 61 picks for Gusto, the most-picked brand. Its weakest showing is on "best X" category questions, where ChatGPT picked it in 3 of 30.

The ChatGPT data on OnPay comes from Teardown 07: payroll software. Each teardown runs 100 buyer questions (category, head-to-head, alternatives and advice phrasing) through ChatGPT with web search on, logged out, United States, English, one run per question.

Every answer was coded under codebook v2.0 by two independent AI readers working blind from the published reader protocol. Each reader coded every brand mention as picked, recommended, listed, passing or anchor; where the two disagreed, a third AI reader settled the code. Across all answers coded under v2.0, the two readers agreed on 97.8% of brand codes.

"Picked" means the answer made the brand its own verdict: "my pick", "choose X if", a shortlist it tells the buyer to act on, the #1 of its ranking, or the direct answer to a "which should I use" question. "Recommended" means the answer assigned the brand to a stated case or fit ("best for small teams") or picked it, so every picked brand also counts as recommended. "Appeared" counts answers where the brand was recommended or listed. Every count is a count of answers. Use-case labels are quoted from the answers as written. Google checks use the top ten organic results for the same question collected the same day.

Limits: one run per question, one country, one point in time. AI answers vary between runs, so treat these as frequencies for this sample, not fixed positions. High Salience has no commercial relationship with any brand on this page. If you work for this brand and see an error, write to hello@highsalience.com and we will check it against the dataset.

Full per-answer datasets (CSV) are on each teardown page.

The FAQs below are a short summary of OnPay in ChatGPT, all taken from the data on this page.

Does ChatGPT recommend OnPay?

In our payroll software teardown (web search on, United States, September 21, 2026), ChatGPT named OnPay in 31 of 100 buyer questions, recommended it in 28 and made it its own pick in 14.

What does ChatGPT say OnPay is best for?

The label ChatGPT used most often for OnPay was "Straightforward payroll, especially multi-state". Other labels included "Small businesses wanting straightforward payroll", "Multi-state employer", and "Straightforward small-business payroll".

Which brands does ChatGPT compare OnPay with?

In payroll software answers, the brands ChatGPT named most often alongside OnPay were Gusto, QuickBooks Payroll, ADP, Patriot, and Paychex.

To see how ChatGPT describes your brand, as shown for OnPay on this page, start with the Category Salience Brief. It runs your category's buyer questions across Google and the AI surfaces, shows how each answer positions you against competitors, and ranks what to fix first.