Real citation data from live scans across Perplexity, Gemini, Google. 21 sources · 33 citations · updated 2026-06-25
| # | Source | Cited by | Citations |
|---|---|---|---|
| 1 | linkedin.com Challenges and Solutions for Testing AI/ML Models - LinkedIn | PerplexityGoogle | 5 |
| 2 | abstracta.us Automated Testing AI and ML: Challenges, Solutions, & Trends | PerplexityGemini | 2 |
| 3 | azure.github.io Chapter 6 - Testing and Iteration | AI in Production Guide | PerplexityGoogle | 2 |
| 4 | lamarr-institute.org Challenges in testing AI applications » Lamarr Institute | PerplexityGemini | 2 |
| 5 | medium.com medium.com | GeminiGoogle | 2 |
| 6 | oracle.com 6 Common AI Model Training Challenges | PerplexityGoogle | 2 |
| 7 | shiftsync.tricentis.com What challenges are you facing when it comes to testing AI-based ... | PerplexityGoogle | 2 |
| 8 | testgrid.io AI Model Testing: How to Build Trust in Intelligent Systems - TestGrid | PerplexityGoogle | 2 |
| 9 | testomat.io AI Model Testing: Methods, Challenges & Best Practices - Testomat.io | PerplexityGemini | 2 |
| 10 | club.ministryoftesting.com What Are the Best Practices for Testing AI Models and Systems? | Google | 1 |
| 11 | dev.to Top Challenges and Solutions to Implement Test Automation in the Era of AI/ML | Perplexity | 1 |
| 12 | ijirmps.org Volume 11 Issue 1 | Perplexity | 1 |
| 13 | jignect.tech Top 5 Challenges in AI-Based Testing & How to Overcome Them | Perplexity | 1 |
| 14 | kellton.com kellton.com | Gemini | 1 |
| 15 | keploy.io AI Model Testing: Building Trust in Intelligent Systems | Perplexity | 1 |
| 16 | mercor.com What Are the Main Challenges in AI Model Training? - Mercor | Google | 1 |
| 17 | practitest.com practitest.com | Gemini | 1 |
| 18 | qentelli.com The Role of AI in Test Automation: Challenges and Solutions | Qentelli | Google | 1 |
| 19 | quinnox.com quinnox.com | Gemini | 1 |
| 20 | tricentis.com tricentis.com | Gemini | 1 |
| 21 | trunk.io trunk.io | Gemini | 1 |
If AI doesn't cite you for the questions your buyers ask, you're invisible at the moment of choice. Run a free scan to see where you stand — and how to fix it.
Honest by design: this is real data from live AI-engine scans (Perplexity, Gemini and Google, plus ChatGPT, Claude and Grok on paid scans). Citation counts reflect how often each source appeared across those scans.