What LLMs cite
How to build a resilient CPG supply chain with expert guidance
From recent prompt runs · United States · Updated November 3, 2026
GEOGrow tested this high-intent customer question across Claude, Gemini, Perplexity, and ChatGPT. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
SAP
Leads across all key metrics
AI engines mentioning
3 of 4
SAP appears in 3 of 4 AI engines
#1 recommendations
1
SAP was the #1 recommendation once.
AI answer share
75%
SAP appears in 75% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated November 3, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | SAP Claim your company | 3 of 4 | 1 | 75% |
| 2 | McKinsey & Company Claim | 2 of 4 | 1 | 50% |
| 3 | Accenture Claim | 2 of 4 | 1 | 50% |
| 4 | Procter & Gamble Claim | 1 of 4 | 1 | 25% |
| 5 | Deloitte Claim | 3 of 4 | 0 | 75% |
| 6 | Gartner Claim | 1 of 4 | 0 | 25% |
| 7 | Dassault Systèmes (3DS) Claim | 1 of 4 | 0 | 25% |
| 8 | Unilever Claim | 1 of 4 | 0 | 25% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Procter & Gamble
- 2. Unilever
- 3. Nestlé
- 4. PepsiCo
- 5. Coca-Cola
- 6. Kraft Heinz
+5 more in this answer
Gemini
Perplexity
- 1. SAP
- 2. Dassault Systèmes (3DS)
- 3. Deloitte
- 4. NTT DATA Business Solutions
- 5. Parker Avery
- 6. Clarkston Consulting
+2 more in this answer
Claude
- 1. McKinsey & Company
- 2. Gartner
- 3. Deloitte
- 4. SAP
- 5. Blue Yonder
- 6. Oliver Wyman
+5 more in this answer
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- sapinsider.org Building supply chain resilience in the CPG industry - SAPinsider
- youtube.com How to create a resilient supply chain strategy
- 3ds.com The Rules of Smarter, More Resilient Food Supply Chain Planning
- accenture.com Accenture Consumer Goods Supply Chain Resilience
- blueyonder.com Blue Yonder Supply Chain Solutions for Consumer Goods
- business.amazon.com A complete guide to modern supply chain resilience
- chrobinson.com Supply Chain Resiliency Guide - C.H. Robinson
- clarkstonconsulting.com How to Manage Supply Chain Disruptions in the CPG Industry
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
SAP currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
SAP currently leads this conversation.
- #1 SAP 75%
- #2
- #3 Accenture 50%
- #4 Procter & Gamble 25%
- #5 Deloitte 75%
- #6 Gartner 25%
- #7
- #8 Unilever 25%
Get ahead of the competition
Defend this answer before competitors close the gap.
Multiple businesses already appear in this answer set. Claim your company, improve your visibility, and compete for the recommendations students and institutions will actually see.
Leading in AI is an advantage — keeping it is the strategy.
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How We Measure AI Answer Share
AI Answer Tracker by GEOGrow measures how companies appear when high-intent customer questions are asked across supported AI platforms. Results are observational snapshots and can vary by model, location, personalization, source availability, and date.
AI Answer Share is weighted recommendation appearances divided by all possible recommendation opportunities. Rankings shown here represent the responses collected during the stated research period and are not endorsements by GEOGrow. Method: 4 independent AI observations.
- Question tested
- How to build a resilient CPG supply chain with expert guidance
- Market
- United States
- AI engines
- Claude, Gemini, Perplexity, and ChatGPT
- Research date
- November 3, 2026