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The most visible HR and payroll tools in Italy, October 2026

October 2026 · 15 questions asked from Italy in Italian and English · ChatGPT, Google AI Overviews, Gemini and Google AI Mode · 60 answers read

AI: how the engines answer the board's questions; Search: Google's top 10 for the questions' demand keywords; All: both combined. How the Heralded Score works.

Most cited source

factorial.it

22citations

From Google AI Mode, Google AI Overviews and ChatGPT

Where engines disagree most

Factorial

1/4engines put it in their top three

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

Brands

Rank Brand Rank change Heralded Score Score trend Mentioned Recommended By engine Mentioned by Change
21 ADP Workforce Now US New entry 6 , range 2–30
6
  • : score 6 · #21
 9% 0% First reading
22 Justworks US New entry 4 , range 1–28
4
  • : score 4 · #22
 5% 2% First reading
– 4softhr Unranked Too few answers
–
  • : Unranked
 0% 0% None First reading
– 7shifts CA Unranked Too few answers
–
  • : Unranked
 0% 0% First reading
– Access Group Unranked Too few answers
–
  • : Unranked
 0% 0% None First reading
– Administrativo Unranked Too few answers
–
  • : Unranked
 0% 0% None First reading
– AFAS Software Unranked Too few answers
–
  • : Unranked
 0% 0% None First reading
– Arbor - The Complete HR + Payroll Suite GB Unranked Too few answers
–
  • : Unranked
 0% 0% None First reading
– Base Unranked Too few answers
–
  • : Unranked
 0% 0% None First reading
– BCS HR & Salaris Unranked Too few answers
–
  • : Unranked
 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.

This month's moves

First reading. No comparable previous month yet.

Biggest risers

No clear rise.

Biggest fallers

No clear fall.

Drop-outs

No drop-outs.

Most cited sources

Rank Source Type Cited in Engines Pages cited Brands its pages mention
11 geo-badge.com Vendor site 3.3% 1 of 4 3 Not read
12 gov.uk Regulator 3.3% 2 of 4 3 Not read
13 hirechore.com Consultancy 5.0% 2 of 4 1 8
14 appvizer.it Review site 3.3% 1 of 4 2 Not read
15 ipsoa.it Regulator 3.3% 2 of 4 1 Not read
16 jobtech.it Vendor site 3.3% 2 of 4 2 Not read
17 microsoft.com Vendor site 3.3% 1 of 4 2 Not read
18 reddit.com Community 3.3% 2 of 4 2 Not read
19 technologyadvice.com Review site 3.3% 1 of 4 2 Not read
20 zapier.com Vendor site 3.3% 2 of 4 1 8

The questions, and who wins each

QuestionLanguageWins it
best hr and payroll software for small businesses English Gusto
pay employees and manage hr for small businesses English Deel, Gusto and OnPay, tied
how can a small business pay employees and manage hr English Gusto
how to run payroll and keep employee records up to date English Papaya
payroll software vs hr software for small businesses English Factorial, Gusto, Jet HR, Rippling and Zucchetti, tied

Each engine's top three

Method

For the AI side, 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