MLOps Platforms Vendors Losing in AI Search
8 mlops platforms brands that ChatGPT, Claude, Perplexity and Gemini aren't citing when real buyers ask — last 90 days. How we measure this.
| # | Vendor | Loss rate | |
|---|---|---|---|
| 1 | Neptune.ai neptune.ai 0/5 probes cited | 100% | Claim Neptune.ai |
| 2 | Determined AI determined.ai 0/5 probes cited | 100% | Claim Determined AI |
| 3 | Iguazio iguazio.com 0/5 probes cited | 100% | Claim Iguazio |
| 4 | Domino Data Lab domino.ai 0/5 probes cited | 100% | Claim Domino Data Lab |
| 5 | Valohai valohai.com 0/5 probes cited | 100% | Claim Valohai |
| 6 | Comet comet.com 1/5 probes cited | 80% | Claim Comet |
| 7 | ClearML clear.ml 1/5 probes cited | 80% | Claim ClearML |
| 8 | DataRobot datarobot.com 2/5 probes cited | 60% | Claim DataRobot |
Is your brand on this list — or about to be?
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What "losing" means here
We run real buyer-intent queries (like "best mlops platforms software") against ChatGPT, Claude, Perplexity and Gemini on a rolling schedule. A vendor is "losing" when it's cited in fewer than 40% of its probes and has at least 5 probes on record. If you represent one of these brands, claim your listing to see the full list of losing queries and start weekly monitoring.