What LLMs cite
how to choose an IBM i modernization partner
From recent prompt runs · United States · Updated October 30, 2026
GEOGrow tested this high-intent customer question across ChatGPT, Gemini, and Perplexity. Rankings below show which companies appeared most often in those responses — not who is independently the best.
Top brand
programmers.io
Leads across all key metrics
AI engines mentioning
3 of 3
programmers.io appears in 3 of 3 AI engines
#1 recommendations
1
programmers.io was the #1 recommendation once.
AI answer share
100%
programmers.io appears in 100% of answers in our tests
Top AI Answers
Which companies appear most often in AI responses?
Updated October 30, 2026
| # | Company | AI engines mentioning | #1 recommendations | AI answer share |
|---|---|---|---|---|
| 1 | programmers.io Claim your company | 3 of 3 | 1 | 100% |
| 2 | fresche solutions Claim | 2 of 3 | 2 | 67% |
| 3 | Profound Logic Claim | 2 of 3 | 0 | 67% |
| 4 | IBM Consulting Claim | 2 of 3 | 0 | 67% |
| 5 | Lansa Claim | 3 of 3 | 0 | 100% |
| 6 | Arcad Software Claim | 2 of 3 | 0 | 67% |
| 7 | IBM Claim | 1 of 3 | 0 | 33% |
| 8 | i3 Business Solutions Claim | 1 of 3 | 0 | 33% |
What Each AI Recommended
Recent answer snapshots by engine.
ChatGPT
- 1. fresche solutions
- 2. Profound Logic
- 3. Lansa
- 4. Arcad Software
- 5. programmers.io
- 6. Integrative Systems
+4 more in this answer
Gemini
- 1. fresche solutions
- 2. Profound Logic
- 3. Lansa
- 4. IBM
- 5. programmers.io
- 6. Arcad Software
+4 more in this answer
Perplexity
What LLMs cite
Sources cited in the most recent prompt runs for this question. The mix varies by engine.
- lansa.com Frequently Asked Questions About IBM i Modernization
- redbooks.ibm.com Modernizing IBM i Applications
- ibm.com Application Modernization Services
- ibm.com Generative AI for Application Modernization
- integrativesystems.com IBM i Application Modernization
- openlegacy.com IBM i Modernization: Benefits, Challenges, Approaches
- programmers.io Modernizing IBM i: A Practical Guide for 2026
- zend.com IBM i Modernization: Modernizing Smartly and On a Budget
Who's Winning in AI?
AI Leaderboard · Based on this buyer question
programmers.io currently leads this conversation. AI visibility leadership is valuable — but competitive markets shift fast.
programmers.io currently leads this conversation.
- #1 programmers.io 100%
- #2
- #3 Profound Logic 67%
- #4 IBM Consulting 67%
- #5 Lansa 100%
- #6 Arcad Software 67%
- #7 IBM 33%
- #8
Get ahead of the competition
Defend this answer before competitors close the gap.
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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: 3 independent AI observations.
- Question tested
- how to choose an IBM i modernization partner
- Market
- United States
- AI engines
- ChatGPT, Gemini, and Perplexity
- Research date
- October 30, 2026