Which payroll software do AI answer engines actually recommend?

When an SMB buyer asks an AI assistant which payroll software to buy, a shortlist comes back. We asked 44 different phrasings of that question across 2 engines, 88 answers in total, and counted every product named. This is the result. Nobody paid to be on it, and no vendor list was written in advance — the 26 vendors below are simply everyone the engines named.

Run 3 August 2026 Questions 44 Answers 88 Vendors named 26 Top-10 repeatability 9/10

Free to read, raw data included. What is for sale — $9.99/mo monitoring for a single vendor.

The leaderboard

“Answers” is how many of the 88 answers named that product. Share is the same number as a percentage. The two right-hand columns split it by engine. Every row has its own link — the # beside a vendor name gives you something like connexion.me/c/payroll/#gusto.

#VendorAnswers ShareGeminiPerplexity
1Gusto#8798.9%4443
2QuickBooks Payroll#5663.6%2927
3OnPay#5562.5%2530
4Patriot Payroll#3034.1%723
5Rippling#2831.8%199
6ADP RUN#2123.9%1011
7Square Payroll#1719.3%116
8ADP#910.2%18
9Homebase#910.2%18
10Paychex Flex#78.0%16
11Paychex#66.8%06
12Roll by ADP#44.5%40
13Netchex#33.4%03
14Paylocity#33.4%03
15Payroll4Free#33.4%12
16SurePayroll#33.4%03
17HR for Health#11.1%01
18HR.my#11.1%01
19Miter#11.1%01
20Paycor#11.1%01
21Payroll4Construction#11.1%10
22Piece Work Pro#11.1%01
23RUN Powered by ADP#11.1%01
24TimeTrex#11.1%01
25Toast Payroll#11.1%10
26Toast Payroll & Team Management#11.1%01

What is free, and what is for sale

Everything above is free and stays free — the leaderboard, the method, all 88 raw answers and the machine-readable ranking, published in full at the bottom of this page. No vendor paid to be listed, no vendor can pay to move, and nothing here goes behind a login later.

What is for sale is one vendor's row, watched: $9.99 a month to be told when your rank moves, who took your mentions, and which phrasings started or stopped naming you — the board is re-run monthly and you get what changed. A one-off $199 deep report on a single row is the other option. What is in each →

Method

Every claim on this page is reproducible from the files linked at the bottom.

The engines

Gemini (gemini-flash-latest), Perplexity (sonar). Each was called through its public API with a near-empty system prompt — “answer the user's question directly and concisely” — and nothing else. The engines were not asked to produce a list, rank anything, or name vendors. Steering them toward a list would have manufactured the thing being measured.

The questions

44 distinct phrasings of one purchase decision, written before any measurement was run. No vendor name appears in any of them.

  1. What is the best payroll software for a 10-person small business?
  2. Best payroll software for small business
  3. We're a 15 person company processing payroll manually in Excel and making mistakes. What payroll software should we buy?
  4. Recommend payroll software for a small business with under 50 employees.
  5. affordable full-service payroll software for SMB
  6. What payroll software do small companies actually use?
  7. best payroll software for a 5-person startup
  8. What is the easiest payroll software to use for a business owner with no HR background?
  9. Best payroll system for small business with hourly and salaried employees
  10. We have 20 employees across 3 different states. What payroll software handles multi-state tax filing automatically?
  11. top payroll software for small marketing agency
  12. What software should a small restaurant buy to handle hourly payroll, tip pooling, and direct deposit?
  13. best payroll software for small construction business
  14. We need easy payroll software with auto tax filing for 8 workers. What should we choose?
  15. affordable online payroll services for boutique retail store
  16. What payroll platform is best for a non-profit with 12 employees?
  17. best payroll software for micro business 3 employees
  18. We are switching from a manual accountant to payroll software for our 25-person team. What is the best option?
  19. easiest payroll software for direct deposit and tax filing
  20. What is the top-rated payroll software for small law firms?
  21. best payroll system for small dental practice
  22. We are a tech startup with 12 remote employees in the US. What payroll software should we buy?
  23. What payroll software provides the best mobile app for employees to view paystubs?
  24. best low cost payroll software for sole proprietor with 2 employees
  25. We run a small coffee shop with 10 hourly staff. What payroll tool handles direct deposit best?
  26. Recommend a payroll platform for a 30-person manufacturing company.
  27. best payroll software for small business with W2 and 1099 contractors
  28. We keep getting hit with tax filing penalties using spreadsheets. What payroll software handles state and federal tax filings reliably?
  29. What is the best payroll software with built-in health insurance and benefits options?
  30. best payroll software for small cleaning service business
  31. We are a 40-person company needing payroll software that integrates with accounting tools. What do you recommend?
  32. simple payroll platform for small family-owned business
  33. What payroll software is best for paying both hourly shift workers and full-time staff?
  34. best payroll system for medical clinic with 15 staff
  35. We are hiring our first 5 employees. Which payroll software should we start with?
  36. What payroll software offers the best automated tax calculation and filing for SMBs?
  37. best self-service payroll software for small business
  38. We need simple payroll software for a 20-person consulting firm. What are our best options?
  39. top payroll software for small architecture firm
  40. What payroll tool is best for small businesses that need same-day or fast direct deposit?
  41. best payroll software for small auto repair shop
  42. We have 35 employees and need automated payroll with good customer support. Which platform should we buy?
  43. affordable payroll software with direct deposit for 6 employees
  44. What payroll software do most small business owners recommend?

How the vendor list was built

Each of the 88 answers was read back and every named product extracted. The vendor list is discovered: a product appears here if and only if an engine named it. Counted are payroll processing platforms, small business payroll software, and broader HR suites whose payroll module was named. Excluded, even when named: accounting packages without integrated payroll, standalone time-tracking tools, standalone benefits platforms, full PEO and EOR co-employment services, standalone expense management tools, applicant tracking systems, background check tools, and retirement-only administration tools.

Spelling variants of one product are folded together — “Gusto”, “gusto.com” and “Gusto Payroll” are one row, and a trailing “by company” is dropped. An edition name is folded into its product when the plain name is at least three times as common, so “Gusto Plus” counts as Gusto and “QuickBooks Payroll Premium” counts as QuickBooks Payroll. No pair was merged by hand in this category: every fold above is the rule applied mechanically, with no human judgement about who is who.

A product is counted once per answer, however many times that answer mentions it.

Is this stable, or is it noise?

The entire run was repeated a second time, same 44 questions, same engines, independent calls. The top ten came back 9/10 identical. What moved: Paychex Flex (10 in run A) dropped out of run B's ten and Paychex (10 in run B) took that place. by position, Rippling was 5 in run A and 6 in run B; ADP RUN was 6 in run A and 5 in run B. Run B named 30 vendors over 88 answers against run A's 26. The tail moves; the head does not.

A leaderboard whose top ten reshuffles between runs would not be worth publishing, so this check was run before the page was, and the page ships only because it passed.

What this is not

This measures what two answer engines said on 3 August 2026, in response to these questions, through their APIs. It is not a quality ranking, not a review, and not advice on which payroll software to buy. A product can be excellent and rank low here — that gap is the point.

The raw data

All 88 answers, verbatim, one JSON object per line: run A · run B. The per-answer extracted product names: run A · run B. Machine-readable ranking: ranking.json.