AI Index / Inventory management for restaurants

Best Inventory management for restaurants

What AI assistants actually recommend when buyers ask about inventory management for restaurants — measured weekly across 5 engines, published as open data.

Updated 2026-08-04 · 72 sampled answers · rolling 4-week window · methodology

Rankings are measured from sampled AI answers — never editorial, never paid. Orbator builds AI-visibility tooling; when Orbator itself appears in any category, it is measured by the same rules as everyone else.

Updated weekly72 samples5 enginesmethodology

Sample: 72 AI answers · Window: Jul 7, 2026Aug 4, 2026 (4-week rolling) · trend vs prior 4 weeks (32 answers)

What is the best inventory management for restaurants?

Across 72 sampled AI answers from 5 engines, MarketMan is recommended most often — appearing in 76.4% of recommendations, followed by Square (54.2%) and MarginEdge (44.4%).

This is a measurement of share of voice across 5 AI engines — not an editorial pick. See the full ranking below.

#ProductShareTrendEngines
1
MarketMan

marketman.com

Best for: AI recommends MarketMan most when buyers ask affordable inventory management alternatives to large restaurant back-office platforms (100% of those answers)

76.4%

95% CI 65.484.7%

55 mentions · avg pos 3.4

first pick 49.1%

GROK 87.5%GEMINI 75%CHATGPT 75%CLAUDE 75%PERPLEXITY 75%
Claim
2
Square

square.com

Best for: AI recommends Square most when buyers ask affordable inventory management alternatives to large restaurant back-office platforms (100% of those answers)

54.2%

95% CI 42.765.2%

39 mentions · avg pos 8.4

first pick 17.9%

GROK 62.5%GEMINI 62.5%CHATGPT 75%CLAUDE 12.5%PERPLEXITY 50%
Claim
3
MarginEdge

marginedge.com

Best for: AI recommends MarginEdge most when buyers ask what inventory software should a single-location restaurant use to track food costs (81.8% of those answers)

44.4%

95% CI 33.555.9%

32 mentions · avg pos 6.1

first pick 3.1%

GROK 50%GEMINI 50%CHATGPT 75%CLAUDE 12.5%PERPLEXITY 37.5%
Claim
4
xtraCHEF

xtrachef.com

Best for: AI recommends xtraCHEF most when buyers ask best food and beverage inventory tracking tool for restaurant owners (72.7% of those answers)

40.3%

95% CI 29.751.8%

29 mentions · avg pos 7.1

first pick 3.4%

GROK 75%GEMINI 29.2%CHATGPT 62.5%CLAUDE 37.5%PERPLEXITY 33.3%
Claim
5
Lightspeed

Best for: AI recommends Lightspeed most when buyers ask top restaurant inventory apps that integrate with point-of-sale systems (81.8% of those answers)

37.5%

95% CI 27.249%

27 mentions · avg pos 10.1

first pick 3.7%

GROK 37.5%GEMINI 54.2%CHATGPT 50%CLAUDE 37.5%PERPLEXITY 16.7%
Claim
6
xtraCHEF by Toast

Best for: AI recommends xtraCHEF by Toast most when buyers ask top restaurant inventory apps that integrate with point-of-sale systems (72.7% of those answers)

26.4%

95% CI 17.637.6%

19 mentions · avg pos 5

first pick 0%

GROK 50%GEMINI 29.2%CHATGPT 12.5%CLAUDE 12.5%PERPLEXITY 25%
Claim
7
Crunchtime

crunchtime.com

Best for: AI recommends Crunchtime most when buyers ask top restaurant inventory apps that integrate with point-of-sale systems (63.6% of those answers)

25%

95% CI 16.436.1%

18 mentions · avg pos 8.1

first pick 5.6%

GROK 50%GEMINI 37.5%CHATGPT 12.5%CLAUDE 12.5%PERPLEXITY 12.5%
Claim
8
Craftable

craftable.com

Best for: AI recommends Craftable most when buyers ask best food and beverage inventory tracking tool for restaurant owners (81.8% of those answers)

23.6%

95% CI 15.334.6%

17 mentions · avg pos 6.9

first pick 11.8%

GROK 37.5%GEMINI 33.3%CHATGPT 12.5%CLAUDE 25%PERPLEXITY 12.5%
Claim
9
Square for Restaurants

Best for: AI recommends Square for Restaurants most when buyers ask affordable inventory management alternatives to large restaurant back-office platforms (54.5% of those answers)

22.2%

95% CI 14.233.1%

16 mentions · avg pos 7.6

first pick 6.3%

GROK 25%GEMINI 20.8%CHATGPT 12.5%CLAUDE 12.5%PERPLEXITY 29.2%
Claim
10
BlueCart

bluecart.com

Best for: AI recommends BlueCart most when buyers ask affordable inventory management alternatives to large restaurant back-office platforms (54.5% of those answers)

18.1%

95% CI 10.928.5%

13 mentions · avg pos 6.1

first pick 7.7%

GROK 25%GEMINI 20.8%CLAUDE 12.5%PERPLEXITY 20.8%
Claim
11
Sortly

Best for: AI recommends Sortly most when buyers ask simpler inventory tools for small restaurants instead of expensive full-suite platforms (63.6% of those answers)

18.1%

95% CI 10.928.5%

13 mentions · avg pos 7.3

first pick 15.4%

GROK 25%GEMINI 25%CHATGPT 12.5%CLAUDE 12.5%PERPLEXITY 12.5%
Claim
12
Excel

Best for: AI recommends Excel most when buyers ask simpler inventory tools for small restaurants instead of expensive full-suite platforms (63.6% of those answers)

16.7%

95% CI 9.826.9%

12 mentions · avg pos 4.5

first pick 16.7%

GROK 25%GEMINI 25%CHATGPT 25%PERPLEXITY 8.3%
Claim
13
Ply

getply.com

Best for: AI recommends Ply most when buyers ask affordable inventory management alternatives to large restaurant back-office platforms (54.5% of those answers)

15.3%

95% CI 8.825.3%

11 mentions · avg pos 4.6

first pick 18.2%

GROK 25%GEMINI 4.2%PERPLEXITY 33.3%
Claim
14
Apicbase

apicbase.com

Best for: AI recommends Apicbase most when buyers ask best food and beverage inventory tracking tool for restaurant owners (54.5% of those answers)

15.3%

95% CI 8.825.3%

11 mentions · avg pos 6.5

first pick 18.2%

GROK 37.5%GEMINI 20.8%CLAUDE 25%PERPLEXITY 4.2%
Claim
15
Backbar

getbackbar.com

15.3%

95% CI 8.825.3%

11 mentions · avg pos 8.4

first pick 0%

GROK 25%GEMINI 20.8%PERPLEXITY 16.7%
Claim
16
Clover

clover.com

Best for: AI recommends Clover most when buyers ask affordable inventory management alternatives to large restaurant back-office platforms (45.5% of those answers)

15.3%

95% CI 8.825.3%

11 mentions · avg pos 15.5

first pick 9.1%

GROK 12.5%GEMINI 16.7%CHATGPT 62.5%PERPLEXITY 4.2%
Claim
17
Orca

13.9%

95% CI 7.723.7%

10 mentions · avg pos 8.6

first pick 0%

GROK 37.5%GEMINI 20.8%PERPLEXITY 8.3%
Claim
18
Toast Payroll Suite

pos.toasttab.com

Best for: AI recommends Toast Payroll Suite most when buyers ask top restaurant inventory apps that integrate with point-of-sale systems (54.5% of those answers)

13.9%

95% CI 7.723.7%

10 mentions · avg pos 18

first pick 0%

CHATGPT 25%PERPLEXITY 33.3%
Claim
19
Square Invoices

squareup.com

Best for: AI recommends Square Invoices most when buyers ask simpler inventory tools for small restaurants instead of expensive full-suite platforms (36.4% of those answers)

12.5%

95% CI 6.722.1%

9 mentions · avg pos 3

first pick 11.1%

GROK 37.5%GEMINI 4.2%PERPLEXITY 20.8%
Claim
20
NetSuite

netsuite.com

Best for: AI recommends NetSuite most when buyers ask restaurant-specific inventory tools vs generic inventory management software — key differences (45.5% of those answers)

11.1%

95% CI 5.720.4%

8 mentions · avg pos 1

first pick 12.5%

GROK 12.5%PERPLEXITY 29.2%
Claim
21
Google Sheets

sheets.google.com

Best for: AI recommends Google Sheets most when buyers ask simpler inventory tools for small restaurants instead of expensive full-suite platforms (54.5% of those answers)

11.1%

95% CI 5.720.4%

8 mentions · avg pos 5.9

first pick 25%

GROK 25%GEMINI 16.7%CHATGPT 25%
Claim
22
Yokitup

Best for: AI recommends Yokitup most when buyers ask affordable inventory management alternatives to large restaurant back-office platforms (36.4% of those answers)

11.1%

95% CI 5.720.4%

8 mentions · avg pos 6.7

first pick 0%

GROK 25%GEMINI 20.8%PERPLEXITY 4.2%
Claim
23
TouchBistro

Best for: AI recommends TouchBistro most when buyers ask top restaurant inventory apps that integrate with point-of-sale systems (36.4% of those answers)

11.1%

95% CI 5.720.4%

8 mentions · avg pos 6.7

first pick 12.5%

GROK 12.5%GEMINI 8.3%CHATGPT 12.5%PERPLEXITY 16.7%
Claim
24
Supy

supy.io

9.7%

95% CI 4.818.7%

7 mentions · avg pos 8

first pick 0%

GROK 12.5%GEMINI 20.8%PERPLEXITY 4.2%
Claim
25
WISK

9.7%

95% CI 4.818.7%

7 mentions · avg pos 10.3

first pick 0%

GROK 12.5%GEMINI 4.2%CHATGPT 37.5%CLAUDE 12.5%PERPLEXITY 4.2%
Claim
26
Operandio

operandio.com

Best for: AI recommends Operandio most when buyers ask top restaurant inventory apps that integrate with point-of-sale systems (36.4% of those answers)

9.7%

95% CI 4.818.7%

7 mentions · avg pos 15

first pick 0%

GROK 12.5%CLAUDE 12.5%PERPLEXITY 20.8%
Claim
27
Forbes

forbes.com

8.3%

95% CI 3.917%

6 mentions · avg pos 7.4

first pick 16.7%

GROK 62.5%CLAUDE 12.5%
Claim
28
Zoho

zoho.com

Best for: AI recommends Zoho most when buyers ask affordable inventory management alternatives to large restaurant back-office platforms (45.5% of those answers)

6.9%

95% CI 315.2%

5 mentions · avg pos 3.6

first pick 0%

GEMINI 16.7%CHATGPT 12.5%
Claim
29
RestroWorks

restroworks.com

6.9%

95% CI 315.2%

5 mentions · avg pos 6.3

first pick 0%

GEMINI 4.2%CLAUDE 25%PERPLEXITY 8.3%
Claim
30
Toast Inventory

6.9%

95% CI 315.2%

5 mentions · avg pos 16.4

first pick 0%

GEMINI 12.5%CHATGPT 25%
Claim
31
Orca Inventory

5.6%

95% CI 2.213.4%

4 mentions · avg pos 9

first pick 0%

GEMINI 12.5%PERPLEXITY 4.2%
Claim
32
Orderly

5.6%

95% CI 2.213.4%

4 mentions · avg pos 12

first pick 0%

GEMINI 4.2%PERPLEXITY 12.5%
Claim
33
Softr

softr.io

5.6%

95% CI 2.213.4%

4 mentions · avg pos 13.7

first pick 0%

GEMINI 12.5%PERPLEXITY 4.2%
Claim
34
Xenia

xenia.team

4.2%

95% CI 1.411.5%

3 mentions · avg pos 3

first pick 0%

CLAUDE 25%PERPLEXITY 4.2%
Claim
35
Lightspeed Restaurant

4.2%

95% CI 1.411.5%

3 mentions · avg pos 15.7

first pick 0%

CHATGPT 12.5%PERPLEXITY 8.3%
Claim
36
Loyverse

loyverse.com

2.8%

95% CI 0.89.6%

2 mentions · avg pos 1

first pick 50%

GROK 12.5%PERPLEXITY 4.2%
Claim
37
Connecteam

connecteam.com

2.8%

95% CI 0.89.6%

2 mentions · avg pos 4

first pick 0%

GROK 12.5%PERPLEXITY 4.2%
Claim
38
Lavu

2.8%

95% CI 0.89.6%

2 mentions · avg pos 5

first pick 0%

PERPLEXITY 8.3%
Claim
39
FoodYos

foodyos.com

2.8%

95% CI 0.89.6%

2 mentions · avg pos 13

first pick 0%

CHATGPT 12.5%PERPLEXITY 4.2%
Claim
40
Sage

sage.com

2.8%

95% CI 0.89.6%

2 mentions

first pick 0%

PERPLEXITY 8.3%
Claim
41
Simple Order

2.8%

95% CI 0.89.6%

2 mentions

first pick 0%

PERPLEXITY 8.3%
Claim
42
Square Restaurant Inventory by MarketMan

1.4%

95% CI 0.27.5%

1 mentions · avg pos 1

first pick 100%

GEMINI 4.2%
Claim
43
Petpooja Core

petpooja.com

1.4%

95% CI 0.27.5%

1 mentions · avg pos 2

first pick 0%

GEMINI 4.2%
Claim
44
Sapaad

sapaad.com

1.4%

95% CI 0.27.5%

1 mentions · avg pos 2

first pick 0%

GEMINI 4.2%
Claim
45
Coefficient

coefficient.io

1.4%

95% CI 0.27.5%

1 mentions · avg pos 4

first pick 0%

GROK 12.5%
Claim
46
Dollar

1.4%

95% CI 0.27.5%

1 mentions · avg pos 4

first pick 0%

CHATGPT 12.5%
Claim
47
Recipe Cost Calculator (RCC)

1.4%

95% CI 0.27.5%

1 mentions · avg pos 4

first pick 0%

GEMINI 4.2%
Claim
48
PopMenu

popmenu.com

1.4%

95% CI 0.27.5%

1 mentions · avg pos 7

first pick 0%

GROK 12.5%
Claim
49
SpotOn

spoton.com

1.4%

95% CI 0.27.5%

1 mentions · avg pos 7

first pick 0%

GEMINI 4.2%
Claim
50
Easy Inventory

1.4%

95% CI 0.27.5%

1 mentions · avg pos 9

first pick 0%

GEMINI 4.2%
Claim
51
Jotform

jotform.com

1.4%

95% CI 0.27.5%

1 mentions · avg pos 11

first pick 0%

CHATGPT 12.5%
Claim
52
Altametrics

altametrics.com

1.4%

95% CI 0.27.5%

1 mentions · avg pos 17

first pick 0%

GROK 12.5%
Claim
53
Back of House

backofhouse.io

1.4%

95% CI 0.27.5%

1 mentions · avg pos 20

first pick 0%

GROK 12.5%
Claim
54
BinWise

home.binwise.com

1.4%

95% CI 0.27.5%

1 mentions

first pick 0%

PERPLEXITY 4.2%
Claim
55
ChefSheet

1.4%

95% CI 0.27.5%

1 mentions

first pick 0%

PERPLEXITY 4.2%
Claim
56
Deelo

deelo.ai

1.4%

95% CI 0.27.5%

1 mentions

first pick 0%

PERPLEXITY 4.2%
Claim
57
F6S

f6s.com

1.4%

95% CI 0.27.5%

1 mentions

first pick 0%

PERPLEXITY 4.2%
Claim
58
PeachWorks

peachworks.com

1.4%

95% CI 0.27.5%

1 mentions

first pick 0%

PERPLEXITY 4.2%
Claim
59
SafetyCulture

safetyculture.com

1.4%

95% CI 0.27.5%

1 mentions

first pick 0%

PERPLEXITY 4.2%
Claim
60
Whitebox

whitebox.sg

1.4%

95% CI 0.27.5%

1 mentions

first pick 0%

PERPLEXITY 4.2%
Claim
61
YouWare

1.4%

95% CI 0.27.5%

1 mentions

first pick 0%

GEMINI 4.2%
Claim

Reading the numbers: Share is a point estimate on 72 sampled answers, so each row also shows its 95% CI — the Wilson score interval around that share. When two products' intervals overlap, the gap between them isn't statistically meaningful at this sample size. First pick is the share of a product's recommending answers where it was named first, which separates “always mentioned” from “usually the top recommendation”. Full methodology.

Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.

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