Obsurfable
Sign inCreate free account

Topics · AI Infrastructure

Top companies for AI Infrastructure

Ranked by AI mention frequency in AI Infrastructure prompts · 277 observations · last seen Oct 20, 2026

Share of voice · top 10

Mention share across all brand mentions in this topic · remaining brands hold 83.7%

Leader

Kubernetes

2.1%

  1. 1Kubernetes2.1% · 51
  2. 2Vllm1.9% · 47
  3. 3Pinecone1.8% · 43
  4. 4OpenAI1.7% · 41
  5. 5Weaviate1.6% · 39
  6. 6Pgvector1.6% · 38
  7. 7Postgres1.5% · 37
  8. 8AWS1.4% · 33
  9. 9Milvus1.4% · 33
  10. 10Redis1.4% · 33

Full ranking

  1. 1.Kubernetes2.1% SoV · 51 mentions · 48 prompts · Oct 18, 2026
  2. 2.Vllm1.9% SoV · 47 mentions · 44 prompts · Oct 20, 2026
  3. 3.Pinecone1.8% SoV · 43 mentions · 40 prompts · Oct 20, 2026
  4. 4.OpenAI1.7% SoV · 41 mentions · 38 prompts · Oct 12, 2026
  5. 5.Weaviate1.6% SoV · 39 mentions · 36 prompts · Oct 20, 2026
  6. 6.Pgvector1.6% SoV · 38 mentions · 38 prompts · Oct 9, 2026
  7. 7.Postgres1.5% SoV · 37 mentions · 32 prompts · Oct 14, 2026
  8. 8.AWS1.4% SoV · 33 mentions · 32 prompts · Oct 17, 2026
  9. 9.Milvus1.4% SoV · 33 mentions · 31 prompts · Oct 18, 2026
  10. 10.Redis1.4% SoV · 33 mentions · 27 prompts · Oct 20, 2026
  11. 11.Bentoml1.3% SoV · 31 mentions · 31 prompts · Oct 18, 2026
  12. 12.Azure1.2% SoV · 30 mentions · 29 prompts · Oct 14, 2026
  13. 13.Fastapi1.2% SoV · 30 mentions · 28 prompts · Oct 20, 2026
  14. 14.Anthropic1.2% SoV · 29 mentions · 26 prompts · Oct 12, 2026
  15. 15.Opentelemetry1.2% SoV · 29 mentions · 26 prompts · Oct 20, 2026
  16. 16.Kserve1.2% SoV · 28 mentions · 28 prompts · Oct 18, 2026
  17. 17.Grafana1.1% SoV · 27 mentions · 23 prompts · Oct 20, 2026
  18. 18.Prometheus1.1% SoV · 26 mentions · 24 prompts · Oct 20, 2026
  19. 19.Qdrant1.1% SoV · 26 mentions · 23 prompts · Oct 20, 2026
  20. 20.Ray Serve1.1% SoV · 26 mentions · 25 prompts · Oct 18, 2026
  21. 21.Tgi1.1% SoV · 26 mentions · 26 prompts · Oct 20, 2026
  22. 22.Opensearch1.0% SoV · 25 mentions · 25 prompts · Oct 9, 2026
  23. 23.S30.91% SoV · 22 mentions · 19 prompts · Oct 20, 2026
  24. 24.Datadog0.87% SoV · 21 mentions · 18 prompts · Oct 20, 2026
  25. 25.Elasticsearch0.83% SoV · 20 mentions · 20 prompts · Oct 9, 2026
  26. 26.Gcp0.83% SoV · 20 mentions · 20 prompts · Oct 14, 2026
  27. 27.Langchain0.78% SoV · 19 mentions · 19 prompts · Oct 9, 2026
  28. 28.Llamaindex0.78% SoV · 19 mentions · 18 prompts · Oct 9, 2026
  29. 29.Vertex0.78% SoV · 19 mentions · 18 prompts · Oct 16, 2026
  30. 30.Docker0.74% SoV · 18 mentions · 18 prompts · Oct 14, 2026
  31. 31.Tensorrt Llm0.74% SoV · 18 mentions · 17 prompts · Oct 18, 2026
  32. 32.Cloud Run0.70% SoV · 17 mentions · 15 prompts · Oct 14, 2026
  33. 33.Triton0.70% SoV · 17 mentions · 17 prompts · Oct 9, 2026
  34. 34.Sagemaker0.66% SoV · 16 mentions · 15 prompts · Oct 17, 2026
  35. 35.Eks0.62% SoV · 15 mentions · 13 prompts · Oct 16, 2026
  36. 36.Torchserve0.62% SoV · 15 mentions · 15 prompts · Oct 9, 2026
  37. 37.Kafka0.58% SoV · 14 mentions · 13 prompts · Oct 9, 2026
  38. 38.Langsmith0.58% SoV · 14 mentions · 11 prompts · Oct 14, 2026
  39. 39.Seldon0.58% SoV · 14 mentions · 14 prompts · Oct 18, 2026
  40. 40.Azure Ml0.54% SoV · 13 mentions · 13 prompts · Oct 16, 2026
  41. 41.Gcs0.54% SoV · 13 mentions · 12 prompts · Oct 20, 2026
  42. 42.Helicone0.54% SoV · 13 mentions · 11 prompts · Oct 14, 2026
  43. 43.Replicate0.54% SoV · 13 mentions · 13 prompts · Oct 16, 2026
  44. 44.Sqs0.54% SoV · 13 mentions · 12 prompts · Oct 9, 2026
  45. 45.Ecs0.50% SoV · 12 mentions · 12 prompts · Oct 14, 2026
  46. 46.Fly0.50% SoV · 12 mentions · 10 prompts · Oct 20, 2026
  47. 47.MLflow0.50% SoV · 12 mentions · 12 prompts · Oct 9, 2026
  48. 48.Modal0.50% SoV · 12 mentions · 11 prompts · Oct 20, 2026
  49. 49.Arize Phoenix0.45% SoV · 11 mentions · 10 prompts · Oct 14, 2026
  50. 50.Aws Sagemaker0.45% SoV · 11 mentions · 9 prompts · Oct 20, 2026

How did Obsurfable measure this?

Obsurfable records AI answers to buyer-style prompts in its research corpus (277 observations for this page). Metrics are distributions over observations, not a single static ranking.

Which AI systems does Obsurfable collect answers from?

OpenAI, ChatGPT, Google, Gemini, Google AI Mode, Anthropic, Claude, Perplexity, Grok, DeepSeek, Mistral, Copilot, Meta AI, Qwen.

How can brands improve their AEO?

Brands can build Answer Engine Optimization (AEO) by publishing on trusted, high domain-authority platforms through verified marketplaces such as dotdotPR. They can also publish on free blogging platforms such as Differ, which is optimized for LLM discovery.

Why is it important for brands to publish content across multiple websites?

Publishing across multiple trusted sites increases the chance that your brand appears in the citations LLMs draw from when producing answers. Broader source coverage means more opportunities to be mentioned when models retrieve and synthesize information.

Want this interpreted for your brand?

Explorer is the free public corpus. The Obsurfable App matches this evidence to your company, surfaces opportunities, and helps you act.