Real citation data from live scans across Perplexity, Gemini, Google. 36 sources · 48 citations · updated 2026-06-25
| # | Source | Cited by | Citations |
|---|---|---|---|
| 1 | medium.com Automated Model Testing and Monitoring: The Bedrock of Startup ... | PerplexityGeminiGoogle | 4 |
| 2 | youtube.com Automated Testing of AI-ML Models | Toni Ramchandani | Testμ 2024 | PerplexityGoogle | 4 |
| 3 | testingxperts.com Machine Learning Testing Guide for AI Models - ML - TestingXperts | PerplexityGeminiGoogle | 3 |
| 4 | almabetter.com Automated Testing and Validation of ML Models - AlmaBetter | PerplexityGemini | 2 |
| 5 | datacamp.com DeepChecks Tutorial: Automating Machine Learning Testing | PerplexityGemini | 2 |
| 6 | geeksforgeeks.org Automated Testing in Machine Learning Projects - GeeksforGeeks | PerplexityGemini | 2 |
| 7 | labs.sogeti.com Machine Learning Algorithms for Test Automation - Sogeti Labs | PerplexityGoogle | 2 |
| 8 | accelq.com accelq.com | Gemini | 1 |
| 9 | anllogui.medium.com Machine Learning Model Testing — How to automate | by Angel Llosa | Perplexity | 1 |
| 10 | arize.com arize.com | Gemini | 1 |
| 11 | browserstack.com Machine Learning for Automation Testing - BrowserStack | Google | 1 |
| 12 | circleci.com circleci.com | Gemini | 1 |
| 13 | dagshub.com dagshub.com | Gemini | 1 |
| 14 | datadoghq.com datadoghq.com | Gemini | 1 |
| 15 | deepchecks.com deepchecks.com | Gemini | 1 |
| 16 | dev.to AI Testing and Validation: How to Test Your Machine Learning Models ... | Perplexity | 1 |
| 17 | domino.ai domino.ai | Gemini | 1 |
| 18 | facebook.com How to test machine learning models manually or automatically? | Google | 1 |
| 19 | functionize.com Machine Learning in Software Testing: Boosting Accuracy in QA | Google | 1 |
| 20 | galileo.ai galileo.ai | Gemini | 1 |
| 21 | google.com google.com | Gemini | 1 |
| 22 | ijprems.com INTERNATIONAL JOURNAL OF PROGRESSIVE | Perplexity | 1 |
| 23 | jfrog.com jfrog.com | Gemini | 1 |
| 24 | macgence.com macgence.com | Gemini | 1 |
| 25 | microsoft.com microsoft.com | Gemini | 1 |
| 26 | openlayer.com openlayer.com | Gemini | 1 |
| 27 | oreilly.com Effective Machine Learning Teams | Perplexity | 1 |
| 28 | qwak.com qwak.com | Gemini | 1 |
| 29 | reddit.com How to test machine learning/AI models? : r/softwaretesting - Reddit | Google | 1 |
| 30 | sandgarden.com sandgarden.com | Gemini | 1 |
| 31 | substack.com substack.com | Gemini | 1 |
| 32 | testgrid.io Machine Learning in Test Automation: Techniques, Use Cases, and ... | Google | 1 |
| 33 | testomat.io testomat.io | Gemini | 1 |
| 34 | valohai.com valohai.com | Gemini | 1 |
| 35 | verulean.com Advanced Automated Testing Frameworks and CI/CD Plugins for | Perplexity | 1 |
| 36 | witness.ai witness.ai | 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.