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Heralded

The most visible HR and payroll tools, October 2026

October 2026 · 12 questions asked in English, worldwide · ChatGPT, Google AI Overviews, Gemini and Google AI Mode · 75 answers read

Leader

Gusto

73%of answers name it

Most cited source

gusto.com

27citations

From Google AI Mode, Gemini, Google AI Overviews and ChatGPT

Where engines disagree most

HiBob

1/4engines put it in their top three

Top three on Google AI Mode, not on Gemini, Google AI Overviews and ChatGPT

Brands

Rank Brand Heralded Score Mentioned Recommended By engine Mentioned by Change
21 Employment Hero AU 3 , range 1–24 4% 0% None First reading
22 Ciphr GB 2 , range 1–21 3% 0% None First reading
23 Arbor - The Complete HR + Payroll Suite GB 2 , range 1–20 3% 0% None First reading
– 7shifts CA Too few answers 3% 3% None First reading
– ADP RUN US Too few answers 3% 3% First reading
– Cezanne HR GB Too few answers 2% 0% None First reading
– Harri GB Too few answers 2% 2% None First reading
– Homebase US Too few answers 2% 1% None First reading
– HRMatrixPro – Advanced HRMS And Payroll System Too few answers 1% 0% None First reading
– Humaans GB Too few answers 0% 0% None First reading

“=” marks brands whose score ranges overlap, so the test cannot separate them. Every brand named in at least three answers is ranked. By engine has one dot per engine (ChatGPT, Google AI Overviews, Gemini and Google AI Mode), darker the more often it names the brand.

Most cited sources

Rank Source Type Cited in Engines Pages cited Brands its pages mention
11Withheld. Run a full Snapshot to see it.
12Withheld. Run a full Snapshot to see it.
13Withheld. Run a full Snapshot to see it.
14 shrm.org Industry authority 5.3% 1 of 4 4 2
15Withheld. Run a full Snapshot to see it.
16 paychex.com Brand site 8.0% 2 of 4 4 3
17 paycor.com Brand site 8.0% 3 of 4 3 5
18 fourth.com Brand site 5.3% 3 of 4 3 1
19Withheld. Run a full Snapshot to see it.
20Withheld. Run a full Snapshot to see it.

The questions, and who wins each

QuestionLanguageWins it
HR and payroll software with the best support English BambooHR, Gusto and Patriot Software, tied
which HR and payroll software do experts recommend English No brand recommended

Each engine's top three

Method

Each month Heralded asks every engine the same buyer questions, twice each, and reads every answer. An answer counts 0 for a brand it leaves out, 50 for a brand it names and 100 for a brand it recommends, and the Heralded Score is built from those. A brand named in at least three answers gets a score and a place.

How the leaderboards are measured