Which restaurant POS systems do AI answer engines actually recommend?

When an SMB buyer asks an AI assistant which restaurant POS system 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 40 vendors below are simply everyone the engines named.

Run 3 Aug 2026 Questions 44 Answers 88 Vendors named 40 Top-10 repeatability 8/10

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/restaurantpos/#toast.

#VendorAnswers ShareGeminiPerplexity
1Toast#8293.2%4339
2Square for Restaurants#5056.8%2624
3Lightspeed Restaurant#3944.3%2316
4Square#3539.8%1124
5TouchBistro#2123.9%165
6Clover#2022.7%1010
7SpotOn#1921.6%910
8Revel Systems#78.0%43
9Oracle MICROS Simphony#66.8%33
10GoTab#55.7%23
11Loyverse#55.7%23
12Lavu#44.5%04
13Shift4 Dine#44.5%04
14SumUp#44.5%04
15Arryved#22.3%11
16Chowbus#22.3%02
17HungerRush#22.3%11
18NCR Aloha#22.3%20
19Rezku#22.3%02
20CAKE POS#11.1%01
21ChefDesk#11.1%01
22Deelo#11.1%01
23EasyEats#11.1%01
24Eats365#11.1%01
25eHopper#11.1%01
26Helcim#11.1%10
27KwickPOS#11.1%01
28NCR Silver#11.1%01
29Oracle Simphony#11.1%01
30PAR Brink#11.1%10
31PAR POS#11.1%01
32PayPal Zettle#11.1%01
33SkyTab#11.1%01
34Snappy POS#11.1%01
35SpeedLine#11.1%10
36SUNMI L2s PRO#11.1%01
37Tabski#11.1%01
38Thrive POS#11.1%10
39Union POS#11.1%10
40Z-Cloud POS#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 POS system for a small restaurant?
  2. Best POS system for a fast casual restaurant
  3. We're opening a 60-seat full service restaurant. What point of sale system should we buy?
  4. Recommend a point of sale system for a high-volume bar and nightclub.
  5. affordable restaurant POS software for small business
  6. What POS software do small coffee shops and cafes actually use?
  7. Best restaurant POS system for multi-location pizza shops
  8. What point of sale system is best for food trucks?
  9. We run a busy diner with 15 tables and split checks are a nightmare. What POS system should we get?
  10. Best point of sale hardware for fine dining restaurants
  11. Which POS system is easiest to train seasonal restaurant staff on?
  12. What is the most reliable cloud-based restaurant POS system?
  13. Top point of sale systems for quick service restaurants
  14. We need a restaurant POS system that works offline during internet outages. Recommendations?
  15. Best POS software with integrated kitchen display system for restaurants
  16. What restaurant POS system has the best built-in inventory tracking?
  17. What point of sale system do independent restaurant owners recommend?
  18. Best restaurant POS for table side ordering on handheld devices
  19. We are upgrading from an old cash register to a modern restaurant POS. What should we choose?
  20. Which restaurant POS system has the lowest payment processing fees?
  21. Recommend a POS system for a small bakery and espresso bar.
  22. Best restaurant POS platform for managing online and in-person orders
  23. What POS system is best for a sports bar with multiple taps and tabs?
  24. What is the standard point of sale system used by modern casual dining restaurants?
  25. Which POS system offers the best table management features for busy bistros?
  26. Best point of sale system for a dual-concept cafe and wine bar
  27. We need an intuitive touchscreen POS for a quick-service burger joint. What should we buy?
  28. What restaurant POS system offers the best reporting and sales analytics?
  29. What POS platform is best for multi-unit restaurant groups?
  30. Best mobile handheld POS devices for outdoor patio dining
  31. Which point of sale system is best for a ghost kitchen with online delivery orders?
  32. What is the best point of sale system for a microbrewery with a taproom and food menu?
  33. Recommend a simple and cheap POS system for a small takeaway restaurant.
  34. What restaurant POS system integrates best with third-party delivery apps?
  35. We are opening a second restaurant location and need a cloud POS that scales. What to buy?
  36. Best POS system for seafood restaurant with seat-based tipping and bill splitting
  37. What is the most popular POS system among small restaurant chains?
  38. Which restaurant POS system is best for complex menu modifiers and order customization?
  39. Best POS software for a food hall with multiple vendor stalls
  40. What point of sale system should a first-time restaurant owner buy?
  41. Which cloud POS system is best for high-volume order processing in restaurants?
  42. Best restaurant POS system for QR code pay-at-table
  43. What POS software is recommended for a ice cream shop and dessert parlor?
  44. Which point of sale platform works best for drive-thru fast food operations?

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 restaurant point of sale (POS) systems, bar and cafe POS software, and food-service management platforms whose POS module was named. Excluded, even when named: retail-only POS tools, online food delivery marketplaces, standalone payment processors, reservation-only platforms, standalone kitchen display systems, staff scheduling software, inventory and food-costing tools, QR-ordering-only tools, loyalty-only platforms, accounting software, and companies named only as an example restaurant.

Spelling variants of one product are folded together — “Toast”, “Toast POS” and “toasttab.com” 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 “Square for Restaurants Plus” counts as Square for Restaurants and “TouchBistro POS” counts as TouchBistro. 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 8/10 identical. What moved: Oracle MICROS Simphony (9 in run A), GoTab (10 in run A) dropped out of run B's ten and Shift4 Dine (9 in run B), Loyverse (10 in run B) took those places. by position, TouchBistro was 5 in run A and 6 in run B; Clover was 6 in run A and 5 in run B. Run B named 42 vendors over 88 answers against run A's 40. 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 Aug 2026, in response to these questions, through their APIs. It is not a quality ranking, not a review, and not advice on which restaurant POS system 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.