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Topics · Recommendation Engines

Top companies for Recommendation Engines

Ranked by AI mention frequency in Recommendation Engines prompts · 31 observations · last seen Oct 5, 2026

Share of voice · top 10

Mention share across all brand mentions in this topic · remaining brands hold 60.5%

Leader

Amazon Personalize

6.5%

  1. 1Amazon Personalize6.5% · 8
  2. 2Dynamic Yield5.6% · 7
  3. 3Nosto5.6% · 7
  4. 4Algolia Recommend4.0% · 5
  5. 5Bloomreach4.0% · 5
  6. 6Lightgbm3.2% · 4
  7. 7Xgboost3.2% · 4
  8. 8AWS2.4% · 3
  9. 9Constructor.io2.4% · 3
  10. 10Coveo2.4% · 3

Full ranking

  1. 1.Amazon Personalize6.5% SoV · 8 mentions · 6 prompts · Oct 3, 2026
  2. 2.Dynamic Yield5.6% SoV · 7 mentions · 7 prompts · Oct 3, 2026
  3. 3.Nosto5.6% SoV · 7 mentions · 7 prompts · Oct 3, 2026
  4. 4.Algolia Recommend4.0% SoV · 5 mentions · 4 prompts · Oct 3, 2026
  5. 5.Bloomreach4.0% SoV · 5 mentions · 5 prompts · Oct 3, 2026
  6. 6.Lightgbm3.2% SoV · 4 mentions · 3 prompts · Oct 3, 2026
  7. 7.Xgboost3.2% SoV · 4 mentions · 3 prompts · Oct 3, 2026
  8. 8.AWS2.4% SoV · 3 mentions · 3 prompts · Oct 2, 2026
  9. 9.Constructor.io2.4% SoV · 3 mentions · 3 prompts · Jul 23, 2026
  10. 10.Coveo2.4% SoV · 3 mentions · 3 prompts · Oct 1, 2026
  11. 11.Elasticsearch2.4% SoV · 3 mentions · 3 prompts · Oct 3, 2026
  12. 12.Recombee2.4% SoV · 3 mentions · 3 prompts · Oct 2, 2026
  13. 13.Redis2.4% SoV · 3 mentions · 3 prompts · Jul 23, 2026
  14. 14.Shopify2.4% SoV · 3 mentions · 3 prompts · Jul 23, 2026
  15. 15.Algolia1.6% SoV · 2 mentions · 2 prompts · Jul 23, 2026
  16. 16.Dynamodb1.6% SoV · 2 mentions · 2 prompts · Jul 23, 2026
  17. 17.Eventbridge1.6% SoV · 2 mentions · 2 prompts · Oct 2, 2026
  18. 18.Google Vertex Ai Search Recommendations1.6% SoV · 2 mentions · 2 prompts · Jul 23, 2026
  19. 19.Klaviyo1.6% SoV · 2 mentions · 2 prompts · Jul 23, 2026
  20. 20.Lambda1.6% SoV · 2 mentions · 2 prompts · Oct 2, 2026
  21. 21.Magento1.6% SoV · 2 mentions · 2 prompts · Jul 23, 2026
  22. 22.Memcached1.6% SoV · 2 mentions · 2 prompts · Jul 18, 2026
  23. 23.Milvus1.6% SoV · 2 mentions · 2 prompts · Oct 3, 2026
  24. 24.Pinecone1.6% SoV · 2 mentions · 2 prompts · Oct 3, 2026
  25. 25.S31.6% SoV · 2 mentions · 2 prompts · Oct 2, 2026
  26. 26.Algolia Search0.81% SoV · 1 mentions · 1 prompts · Jul 18, 2026
  27. 27.Annoy0.81% SoV · 1 mentions · 1 prompts · Jul 18, 2026
  28. 28.Azure Personalizer0.81% SoV · 1 mentions · 1 prompts · Jul 18, 2026
  29. 29.Bigtable0.81% SoV · 1 mentions · 1 prompts · Jul 23, 2026
  30. 30.Braze0.81% SoV · 1 mentions · 1 prompts · Jul 21, 2026
  31. 31.Emarsys0.81% SoV · 1 mentions · 1 prompts · Jul 21, 2026
  32. 32.Evidently0.81% SoV · 1 mentions · 1 prompts · Oct 1, 2026
  33. 33.Faiss0.81% SoV · 1 mentions · 1 prompts · Jul 18, 2026
  34. 34.Google Cloud0.81% SoV · 1 mentions · 1 prompts · Oct 1, 2026
  35. 35.Google Cloud Recommendations0.81% SoV · 1 mentions · 1 prompts · Oct 3, 2026
  36. 36.Google Vertex Ai Recommendations0.81% SoV · 1 mentions · 1 prompts · Jul 22, 2026
  37. 37.Google Vertex Ai Search0.81% SoV · 1 mentions · 1 prompts · Oct 1, 2026
  38. 38.HubSpot0.81% SoV · 1 mentions · 1 prompts · Jul 21, 2026
  39. 39.Implicit0.81% SoV · 1 mentions · 1 prompts · Jul 18, 2026
  40. 40.Iterable0.81% SoV · 1 mentions · 1 prompts · Jul 21, 2026
  41. 41.Jackson0.81% SoV · 1 mentions · 1 prompts · Jul 21, 2026
  42. 42.Kafka0.81% SoV · 1 mentions · 1 prompts · Jul 18, 2026
  43. 43.Kinesis0.81% SoV · 1 mentions · 1 prompts · Sep 30, 2026
  44. 44.Lambdamart0.81% SoV · 1 mentions · 1 prompts · Sep 29, 2026
  45. 45.Mailchimp0.81% SoV · 1 mentions · 1 prompts · Jul 21, 2026
  46. 46.Mparticle0.81% SoV · 1 mentions · 1 prompts · Jul 21, 2026
  47. 47.Neuralsearch0.81% SoV · 1 mentions · 1 prompts · Jul 22, 2026
  48. 48.Opensearch0.81% SoV · 1 mentions · 1 prompts · Oct 3, 2026
  49. 49.Optimizely Personalization0.81% SoV · 1 mentions · 1 prompts · Jul 21, 2026
  50. 50.Outbrain0.81% SoV · 1 mentions · 1 prompts · Jul 21, 2026

How did Obsurfable measure this?

Obsurfable records AI answers to buyer-style prompts in its research corpus (31 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 Circuit. 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.