What LLMs cite
Need help with CPG market strategy and retail execution optimization
From recent prompt runs · US · Updated June 13, 2026
GEOGrow tested this high-intent customer question across Gemini, Perplexity, ChatGPT, and Claude. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
Salesforce Consumer Goods Cloud
Leads across all key metrics
AI engines mentioning
2 of 4
Salesforce Consumer Goods Cloud appears in 2 of 4 AI engines
#1 recommendations
1
Salesforce Consumer Goods Cloud was the #1 recommendation once.
AI answer share
50%
Salesforce Consumer Goods Cloud appears in 50% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated June 13, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | Salesforce Consumer Goods Cloud Claim your company | 2 of 4 | 1 | 50% |
| 2 | Procter & Gamble Claim | 1 of 4 | 1 | 25% |
| 3 | Nielsen IQ Claim | 1 of 4 | 1 | 25% |
| 4 | Trax Retail Claim | 2 of 4 | 0 | 50% |
| 5 | Unilever Claim | 1 of 4 | 0 | 25% |
| 6 | Circana (formerly IRI & NPD Group) Claim | 1 of 4 | 0 | 25% |
| 7 | Crisp Claim | 1 of 4 | 0 | 25% |
| 8 | Nestlé Claim | 1 of 4 | 0 | 25% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. Procter & Gamble
- 2. Unilever
- 3. Nestlé
- 4. The Coca-Cola Company
- 5. PepsiCo
- 6. Kraft Heinz
+5 more in this answer
Gemini
- 20. Clarity CPG
Perplexity
- 1. Salesforce Consumer Goods Cloud
- 2. Trax Retail
- 3. Crisp
- 4. Infosys BPM
- 5. ParallelDots
- 6. Hawkeye’s Digital
+3 more in this answer
Claude
- 1. Nielsen IQ
- 2. Circana (formerly IRI & NPD Group)
- 3. Salesforce Consumer Goods Cloud
- 4. Kantar
- 5. Trax Retail
- 6. Numerator
+5 more in this answer
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- gocrisp.com Assortment optimization strategies for CPG brands - Crisp
- salesforce.com What is Retail Execution — And How Can Brands Make It Pay Off?
- acosta.com Acosta - CPG Sales & Retail Execution Services
- bedrockanalytics.com 7 Strategies CPG Brands Need to Approach Retail Buyers
- blog.retailvelocity.com Navigating CPG Landscape: The Power of Retail Sales Data ...
- circana.com Circana - CPG Market Strategy & Retail Insights
- commerceiq.ai Retail SEO for CPGs: Key Insights to Boost Visibility
- digitalremedy.com CPG Strategy 101: Understanding the Modern Consumer ...
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
Salesforce Consumer Goods Cloud currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
Salesforce Consumer Goods Cloud currently leads this conversation.
- #1
- #2 Procter & Gamble 25%
- #3 Nielsen IQ 25%
- #4 Trax Retail 50%
- #5 Unilever 25%
- #6
- #7 Crisp 25%
- #8 Nestlé 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.
Turn current visibility into durable pipeline with GEOGrow.
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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
- Need help with CPG market strategy and retail execution optimization
- Market
- US
- AI engines
- Gemini, Perplexity, ChatGPT, and Claude
- Research date
- June 13, 2026