{"status":"ok","category":{"id":"4c6acd5f-4127-47e6-a7e5-865e8abaded2","slug":"internal-developer-portals","label":"Internal developer portals"},"window":{"weeks":4,"from":"2026-07-19T16:41:21.611Z","to":"2026-08-16T16:41:21.611Z","prior_from":"2026-06-21T16:41:21.611Z"},"sample_size":66,"prior_sample_size":30,"independent_sample_size":66,"prior_independent_sample_size":30,"min_sample":20,"engine_samples":{"grok":{"runs":6,"last_run_at":"2026-08-03T07:41:57.351+00:00"},"gemini":{"runs":18,"last_run_at":"2026-08-03T07:41:05.255395+00:00"},"openai":{"runs":12,"last_run_at":"2026-08-03T07:40:54.487225+00:00"},"anthropic":{"runs":12,"last_run_at":"2026-08-04T06:00:45.156831+00:00"},"perplexity":{"runs":18,"last_run_at":"2026-08-03T07:40:44.610419+00:00"}},"volatility":{"score":null},"integrity":null,"entries":[{"index_product_id":"e0da4ce7-41d1-47d7-889b-f65365b9dd18","name":"Backstage","domain":null,"recommendation_share":83.3,"ci_low":72.6,"ci_high":90.4,"mention_runs":55,"first_rec_runs":24,"first_rec_rate":43.6,"avg_position":7.8,"all_mention_runs":56,"mention_rate":84.8,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":55,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":66.7,"mentions":4},"gemini":{"runs":18,"share":94.4,"mentions":17},"openai":{"runs":12,"share":50,"mentions":6},"anthropic":{"runs":12,"share":100,"mentions":12},"perplexity":{"runs":18,"share":88.9,"mentions":16}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":26.8,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best internal developer portal tools for platform engineering teams","share":100,"mentions":11,"runs":11}},{"index_product_id":"6bf14416-8e9f-483b-ae09-bc570e193c87","name":"Port","domain":"port.io","recommendation_share":80.3,"ci_low":69.2,"ci_high":88.1,"mention_runs":53,"first_rec_runs":4,"first_rec_rate":7.5,"avg_position":10.1,"all_mention_runs":60,"mention_rate":90.9,"mention_breakdown":{"legacy":0,"listed":0,"context":7,"recommended":53,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":100,"mentions":6},"gemini":{"runs":18,"share":72.2,"mentions":13},"openai":{"runs":12,"share":100,"mentions":12},"anthropic":{"runs":12,"share":75,"mentions":9},"perplexity":{"runs":18,"share":72.2,"mentions":13}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":10.3,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"what should I use to build an internal developer portal for my engineering org","share":100,"mentions":11,"runs":11}},{"index_product_id":"20d68ed0-f91c-4078-987a-a7c088aa5d95","name":"Cortex","domain":"cortex.io","recommendation_share":74.2,"ci_low":62.6,"ci_high":83.3,"mention_runs":49,"first_rec_runs":1,"first_rec_rate":2,"avg_position":12.4,"all_mention_runs":53,"mention_rate":80.3,"mention_breakdown":{"legacy":0,"listed":0,"context":4,"recommended":49,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":100,"mentions":6},"gemini":{"runs":18,"share":72.2,"mentions":13},"openai":{"runs":12,"share":100,"mentions":12},"anthropic":{"runs":12,"share":75,"mentions":9},"perplexity":{"runs":18,"share":50,"mentions":9}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":14,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best internal developer portal tools for platform engineering teams","share":90.9,"mentions":10,"runs":11}},{"index_product_id":"27c86d11-321c-4b47-889c-7322a8015cb6","name":"OpsLevel","domain":"opslevel.com","recommendation_share":54.5,"ci_low":42.6,"ci_high":66,"mention_runs":36,"first_rec_runs":2,"first_rec_rate":5.6,"avg_position":16.7,"all_mention_runs":41,"mention_rate":62.1,"mention_breakdown":{"legacy":0,"listed":0,"context":5,"recommended":36,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":100,"mentions":6},"gemini":{"runs":18,"share":50,"mentions":9},"openai":{"runs":12,"share":75,"mentions":9},"anthropic":{"runs":12,"share":50,"mentions":6},"perplexity":{"runs":18,"share":33.3,"mentions":6}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":17.7,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"what should I use to build an internal developer portal for my engineering org","share":72.7,"mentions":8,"runs":11}},{"index_product_id":"aa3f0c6a-6c60-44f1-b8ae-7550521d397d","name":"Roadie","domain":"roadie.io","recommendation_share":51.5,"ci_low":39.7,"ci_high":63.2,"mention_runs":34,"first_rec_runs":2,"first_rec_rate":5.9,"avg_position":9.7,"all_mention_runs":39,"mention_rate":59.1,"mention_breakdown":{"legacy":0,"listed":0,"context":5,"recommended":34,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":100,"mentions":6},"gemini":{"runs":18,"share":55.6,"mentions":10},"openai":{"runs":12,"share":50,"mentions":6},"anthropic":{"runs":12,"share":16.7,"mentions":2},"perplexity":{"runs":18,"share":55.6,"mentions":10}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":6.9,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source alternatives to commercial internal developer portal platforms","share":72.7,"mentions":8,"runs":11}},{"index_product_id":"de99eee9-3724-469e-9a60-632ae7caf523","name":"Kubernetes","domain":"kubernetes.io","recommendation_share":47,"ci_low":35.4,"ci_high":58.8,"mention_runs":31,"first_rec_runs":2,"first_rec_rate":6.5,"avg_position":11.1,"all_mention_runs":35,"mention_rate":53,"mention_breakdown":{"legacy":0,"listed":0,"context":4,"recommended":31,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":83.3,"mentions":5},"gemini":{"runs":18,"share":44.4,"mentions":8},"openai":{"runs":12,"share":91.7,"mentions":11},"anthropic":{"runs":12,"share":41.7,"mentions":5},"perplexity":{"runs":18,"share":11.1,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":27.8,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source alternatives to commercial internal developer portal platforms","share":90.9,"mentions":10,"runs":11}},{"index_product_id":"f4bc68a4-ff69-475a-8fdb-f49d457e2d9b","name":"Compass","domain":"compass.com","recommendation_share":37.9,"ci_low":27.1,"ci_high":49.9,"mention_runs":25,"first_rec_runs":1,"first_rec_rate":4,"avg_position":13.4,"all_mention_runs":28,"mention_rate":42.4,"mention_breakdown":{"legacy":0,"listed":0,"context":3,"recommended":25,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":50,"mentions":3},"gemini":{"runs":18,"share":50,"mentions":9},"openai":{"runs":12,"share":41.7,"mentions":5},"anthropic":{"runs":12,"share":16.7,"mentions":2},"perplexity":{"runs":18,"share":33.3,"mentions":6}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.7,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best software catalog and developer portal platforms","share":63.6,"mentions":7,"runs":11}},{"index_product_id":"404a5cdb-545a-4d1c-b61b-38f98606efb8","name":"TechDocs","domain":null,"recommendation_share":30.3,"ci_low":20.6,"ci_high":42.2,"mention_runs":20,"first_rec_runs":5,"first_rec_rate":25,"avg_position":5.9,"all_mention_runs":24,"mention_rate":36.4,"mention_breakdown":{"legacy":0,"listed":0,"context":4,"recommended":20,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":83.3,"mentions":5},"gemini":{"runs":18,"share":22.2,"mentions":4},"openai":{"runs":12,"share":66.7,"mentions":8},"anthropic":{"runs":12,"share":25,"mentions":3}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":28.3,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source alternatives to commercial internal developer portal platforms","share":54.5,"mentions":6,"runs":11}},{"index_product_id":"60ed4455-3218-46db-8819-abb2ed802488","name":"Atlassian Compass","domain":null,"recommendation_share":27.3,"ci_low":18,"ci_high":39,"mention_runs":18,"first_rec_runs":0,"first_rec_rate":0,"avg_position":15.5,"all_mention_runs":22,"mention_rate":33.3,"mention_breakdown":{"legacy":0,"listed":0,"context":4,"recommended":18,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":50,"mentions":3},"gemini":{"runs":18,"share":50,"mentions":9},"openai":{"runs":12,"share":25,"mentions":3},"anthropic":{"runs":12,"share":8.3,"mentions":1},"perplexity":{"runs":18,"share":11.1,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":6.3,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best software catalog and developer portal platforms","share":54.5,"mentions":6,"runs":11}},{"index_product_id":"a56a669e-88fe-4ad5-9396-b0abce8fb808","name":"Northflank","domain":"northflank.com","recommendation_share":25.8,"ci_low":16.7,"ci_high":37.4,"mention_runs":17,"first_rec_runs":2,"first_rec_rate":11.8,"avg_position":11,"all_mention_runs":30,"mention_rate":45.5,"mention_breakdown":{"legacy":0,"listed":0,"context":13,"recommended":17,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":66.7,"mentions":4},"gemini":{"runs":18,"share":44.4,"mentions":8},"anthropic":{"runs":12,"share":25,"mentions":3},"perplexity":{"runs":18,"share":11.1,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":15,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"what should I use to build an internal developer portal for my engineering org","share":72.7,"mentions":8,"runs":11}},{"index_product_id":"fb30d2f9-23d0-4cb8-befb-e32ef8d26194","name":"Humanitec","domain":null,"recommendation_share":25.8,"ci_low":16.7,"ci_high":37.4,"mention_runs":17,"first_rec_runs":0,"first_rec_rate":0,"avg_position":20.5,"all_mention_runs":24,"mention_rate":36.4,"mention_breakdown":{"legacy":0,"listed":0,"context":7,"recommended":17,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":50,"mentions":3},"gemini":{"runs":18,"share":33.3,"mentions":6},"openai":{"runs":12,"share":25,"mentions":3},"anthropic":{"runs":12,"share":16.7,"mentions":2},"perplexity":{"runs":18,"share":16.7,"mentions":3}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":5.7,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"what should I use to build an internal developer portal for my engineering org","share":63.6,"mentions":7,"runs":11}},{"index_product_id":"aa097510-d74a-4e9e-a335-ca7ce5df22b8","name":"GitLab","domain":"gitlab.com","recommendation_share":24.2,"ci_low":15.5,"ci_high":35.8,"mention_runs":16,"first_rec_runs":1,"first_rec_rate":6.3,"avg_position":21.8,"all_mention_runs":16,"mention_rate":24.2,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":16,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":50,"mentions":3},"gemini":{"runs":18,"share":16.7,"mentions":3},"openai":{"runs":12,"share":66.7,"mentions":8},"anthropic":{"runs":12,"share":8.3,"mentions":1},"perplexity":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":23.5,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"how do I create a software catalog to help developers find internal services","share":63.6,"mentions":7,"runs":11}},{"index_product_id":"c91cf9c1-b85c-4073-9fb5-0429dc50e293","name":"Terraform","domain":"terraform.io","recommendation_share":22.7,"ci_low":14.3,"ci_high":34.2,"mention_runs":15,"first_rec_runs":0,"first_rec_rate":0,"avg_position":16.2,"all_mention_runs":17,"mention_rate":25.8,"mention_breakdown":{"legacy":0,"listed":0,"context":2,"recommended":15,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1},"gemini":{"runs":18,"share":33.3,"mentions":6},"openai":{"runs":12,"share":41.7,"mentions":5},"perplexity":{"runs":18,"share":16.7,"mentions":3}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":14.1,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source alternatives to commercial internal developer portal platforms","share":63.6,"mentions":7,"runs":11}},{"index_product_id":"e06138a5-97a2-4e86-9a28-fc05e4d5a5a4","name":"Git","domain":"git-scm.com","recommendation_share":21.2,"ci_low":13.1,"ci_high":32.5,"mention_runs":14,"first_rec_runs":1,"first_rec_rate":7.1,"avg_position":20.8,"all_mention_runs":15,"mention_rate":22.7,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":14,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":50,"mentions":3},"gemini":{"runs":18,"share":33.3,"mentions":6},"openai":{"runs":12,"share":8.3,"mentions":1},"anthropic":{"runs":12,"share":16.7,"mentions":2},"perplexity":{"runs":18,"share":11.1,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":2.7,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"how do I create a software catalog to help developers find internal services","share":81.8,"mentions":9,"runs":11}},{"index_product_id":"ed5dc8c7-5e7b-4dde-994d-860105371ce0","name":"Crossplane","domain":null,"recommendation_share":21.2,"ci_low":13.1,"ci_high":32.5,"mention_runs":14,"first_rec_runs":0,"first_rec_rate":0,"avg_position":21.6,"all_mention_runs":15,"mention_rate":22.7,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":14,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1},"gemini":{"runs":18,"share":16.7,"mentions":3},"openai":{"runs":12,"share":50,"mentions":6},"anthropic":{"runs":12,"share":8.3,"mentions":1},"perplexity":{"runs":18,"share":16.7,"mentions":3}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":15,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source alternatives to commercial internal developer portal platforms","share":72.7,"mentions":8,"runs":11}},{"index_product_id":"a50384bf-5c20-4272-9f5d-2c29a9b0fb63","name":"Argo CD","domain":"argoproj.github.io","recommendation_share":19.7,"ci_low":11.9,"ci_high":30.8,"mention_runs":13,"first_rec_runs":1,"first_rec_rate":7.7,"avg_position":9.8,"all_mention_runs":15,"mention_rate":22.7,"mention_breakdown":{"legacy":0,"listed":0,"context":2,"recommended":13,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1},"gemini":{"runs":18,"share":16.7,"mentions":3},"openai":{"runs":12,"share":41.7,"mentions":5},"anthropic":{"runs":12,"share":8.3,"mentions":1},"perplexity":{"runs":18,"share":16.7,"mentions":3}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":7.2,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source alternatives to commercial internal developer portal platforms","share":81.8,"mentions":9,"runs":11}},{"index_product_id":"14c39f72-aaa1-4510-8824-c1bcf19c3c0a","name":"Spotify's Backstage","domain":"backstage.io","recommendation_share":18.2,"ci_low":10.7,"ci_high":29.1,"mention_runs":12,"first_rec_runs":6,"first_rec_rate":50,"avg_position":4.6,"all_mention_runs":13,"mention_rate":19.7,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":12,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":33.3,"mentions":2},"gemini":{"runs":18,"share":11.1,"mentions":2},"openai":{"runs":12,"share":50,"mentions":6},"anthropic":{"runs":12,"share":8.3,"mentions":1},"perplexity":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":25.7,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source alternatives to commercial internal developer portal platforms","share":36.4,"mentions":4,"runs":11}},{"index_product_id":"11c10322-a4f3-4ffe-a873-69049855f9c5","name":"Cycloid","domain":"cycloid.io","recommendation_share":12.1,"ci_low":6.3,"ci_high":22.1,"mention_runs":8,"first_rec_runs":0,"first_rec_rate":0,"avg_position":14.6,"all_mention_runs":11,"mention_rate":16.7,"mention_breakdown":{"legacy":0,"listed":0,"context":3,"recommended":8,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1},"gemini":{"runs":18,"share":11.1,"mentions":2},"anthropic":{"runs":12,"share":8.3,"mentions":1},"perplexity":{"runs":18,"share":22.2,"mentions":4}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":6.3,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best internal developer portal tools for platform engineering teams","share":36.4,"mentions":4,"runs":11}},{"index_product_id":"84ba5641-013b-479c-9424-b050ff4a9083","name":"Kratix","domain":null,"recommendation_share":12.1,"ci_low":6.3,"ci_high":22.1,"mention_runs":8,"first_rec_runs":0,"first_rec_rate":0,"avg_position":21.8,"all_mention_runs":9,"mention_rate":13.6,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":8,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":33.3,"mentions":2},"gemini":{"runs":18,"share":5.6,"mentions":1},"openai":{"runs":12,"share":25,"mentions":3},"anthropic":{"runs":12,"share":16.7,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":11,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source alternatives to commercial internal developer portal platforms","share":45.5,"mentions":5,"runs":11}},{"index_product_id":"21c36e09-d174-4135-9a42-b37deda670a9","name":"Qovery","domain":"qovery.com","recommendation_share":10.6,"ci_low":5.2,"ci_high":20.3,"mention_runs":7,"first_rec_runs":0,"first_rec_rate":0,"avg_position":13.3,"all_mention_runs":19,"mention_rate":28.8,"mention_breakdown":{"legacy":0,"listed":0,"context":12,"recommended":7,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1},"gemini":{"runs":18,"share":5.6,"mentions":1},"anthropic":{"runs":12,"share":8.3,"mentions":1},"perplexity":{"runs":18,"share":22.2,"mentions":4}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":6.9,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best internal developer portal tools for platform engineering teams","share":63.6,"mentions":7,"runs":11}},{"index_product_id":"ab3e2765-6eb5-406c-a3d3-6d440f2291ae","name":"Opsgenie","domain":"atlassian.com","recommendation_share":10.6,"ci_low":5.2,"ci_high":20.3,"mention_runs":7,"first_rec_runs":1,"first_rec_rate":14.3,"avg_position":14.3,"all_mention_runs":9,"mention_rate":13.6,"mention_breakdown":{"legacy":0,"listed":0,"context":2,"recommended":7,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":16.7,"mentions":3},"openai":{"runs":12,"share":16.7,"mentions":2},"anthropic":{"runs":12,"share":8.3,"mentions":1},"perplexity":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":5.7,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"8ca93186-f28a-4dde-ab58-d525efd87a06","name":"Slack","domain":"slack.com","recommendation_share":10.6,"ci_low":5.2,"ci_high":20.3,"mention_runs":7,"first_rec_runs":0,"first_rec_rate":0,"avg_position":24.4,"all_mention_runs":7,"mention_rate":10.6,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":7,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1},"gemini":{"runs":18,"share":16.7,"mentions":3},"openai":{"runs":12,"share":8.3,"mentions":1},"anthropic":{"runs":12,"share":16.7,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.2,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"how do I create a software catalog to help developers find internal services","share":45.5,"mentions":5,"runs":11}},{"index_product_id":"68604be4-8672-4fd0-a95c-2e4ad3956d97","name":"Humanitec Portal","domain":"humanitec.com","recommendation_share":9.1,"ci_low":4.2,"ci_high":18.4,"mention_runs":6,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9.2,"all_mention_runs":7,"mention_rate":10.6,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":6,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":11.1,"mentions":2},"openai":{"runs":12,"share":8.3,"mentions":1},"anthropic":{"runs":12,"share":8.3,"mentions":1},"perplexity":{"runs":18,"share":11.1,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":5.4,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"671e06e8-d585-48f8-90db-03d15376fef1","name":"DigitalAPI","domain":"digitalapi.ai","recommendation_share":9.1,"ci_low":4.2,"ci_high":18.4,"mention_runs":6,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9.4,"all_mention_runs":8,"mention_rate":12.1,"mention_breakdown":{"legacy":0,"listed":0,"context":2,"recommended":6,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":11.1,"mentions":2},"perplexity":{"runs":18,"share":22.2,"mentions":4}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":7.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"63f4c1c6-bd2c-4250-bd19-9c06bf729745","name":"React","domain":"react.dev","recommendation_share":9.1,"ci_low":4.2,"ci_high":18.4,"mention_runs":6,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11,"all_mention_runs":11,"mention_rate":16.7,"mention_breakdown":{"legacy":0,"listed":0,"context":5,"recommended":6,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":33.3,"mentions":2},"gemini":{"runs":18,"share":5.6,"mentions":1},"openai":{"runs":12,"share":16.7,"mentions":2},"anthropic":{"runs":12,"share":8.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":5.7,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"f887272b-cb53-40c6-983d-987b917bbe8a","name":"SwaggerHub","domain":"swaggerhub.com","recommendation_share":7.6,"ci_low":3.3,"ci_high":16.5,"mention_runs":5,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8.8,"all_mention_runs":5,"mention_rate":7.6,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":5,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":5.6,"mentions":1},"perplexity":{"runs":18,"share":22.2,"mentions":4}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":5.7,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"653aaa09-9fcb-4e81-a31e-b73c68247ca2","name":"Datadog","domain":"datadoghq.com","recommendation_share":7.6,"ci_low":3.3,"ci_high":16.5,"mention_runs":5,"first_rec_runs":1,"first_rec_rate":20,"avg_position":18.5,"all_mention_runs":5,"mention_rate":7.6,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":5,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1},"gemini":{"runs":18,"share":5.6,"mentions":1},"openai":{"runs":12,"share":16.7,"mentions":2},"anthropic":{"runs":12,"share":8.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":7.9,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"8603def4-59f3-4c44-9693-0b0f254406eb","name":"Red Hat Developer Hub","domain":null,"recommendation_share":6.1,"ci_low":2.4,"ci_high":14.6,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3.5,"all_mention_runs":4,"mention_rate":6.1,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":4,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1},"openai":{"runs":12,"share":8.3,"mentions":1},"anthropic":{"runs":12,"share":16.7,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":6.3,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"e2e1705d-a111-49ce-971a-82482e8107d8","name":"Postman","domain":"postman.com","recommendation_share":6.1,"ci_low":2.4,"ci_high":14.6,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9.8,"all_mention_runs":4,"mention_rate":6.1,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":4,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1},"perplexity":{"runs":18,"share":16.7,"mentions":3}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"8e13e66c-70f7-417f-a514-fa72dee2b76f","name":"AWS","domain":"aws.amazon.com","recommendation_share":6.1,"ci_low":2.4,"ci_high":14.6,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":16.3,"all_mention_runs":7,"mention_rate":10.6,"mention_breakdown":{"legacy":0,"listed":0,"context":3,"recommended":4,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":5.6,"mentions":1},"openai":{"runs":12,"share":16.7,"mentions":2},"anthropic":{"runs":12,"share":8.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":6.9,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"abd76cc5-47ca-4945-83c9-fc8793dd35b0","name":"Fern","domain":"buildwithfern.com","recommendation_share":6.1,"ci_low":2.4,"ci_high":14.6,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":17.3,"all_mention_runs":4,"mention_rate":6.1,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":4,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1},"gemini":{"runs":18,"share":11.1,"mentions":2},"perplexity":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"c0b6b045-4238-4277-b2e6-6316f68cab26","name":"Apigee","domain":"cloud.google.com","recommendation_share":6.1,"ci_low":2.4,"ci_high":14.6,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":20.3,"all_mention_runs":4,"mention_rate":6.1,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":4,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1},"gemini":{"runs":18,"share":11.1,"mentions":2},"perplexity":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"fa79c4de-0de9-41f2-aafb-e6fa963725b3","name":"ReadMe","domain":"readme.com","recommendation_share":6.1,"ci_low":2.4,"ci_high":14.6,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":22.5,"all_mention_runs":5,"mention_rate":7.6,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":4,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1},"gemini":{"runs":18,"share":11.1,"mentions":2},"anthropic":{"runs":12,"share":8.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"731947f4-8a3f-4a52-80b9-1507ba4d376f","name":"WSO2","domain":"wso2.com","recommendation_share":4.5,"ci_low":1.6,"ci_high":12.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7,"all_mention_runs":4,"mention_rate":6.1,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":3,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":5.6,"mentions":1},"perplexity":{"runs":18,"share":11.1,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.7,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"ae666949-28bc-44a6-80ca-7a1087012c2b","name":"Puppet","domain":"puppet.com","recommendation_share":4.5,"ci_low":1.6,"ci_high":12.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7.3,"all_mention_runs":3,"mention_rate":4.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":3,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":16.7,"mentions":3}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":2.7,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"64897bf5-3cac-414f-a553-8d304bd5a00c","name":"GuideFlow","domain":"guideflow.com","recommendation_share":4.5,"ci_low":1.6,"ci_high":12.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":14,"mention_rate":21.2,"mention_breakdown":{"legacy":0,"listed":0,"context":11,"recommended":3,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1},"perplexity":{"runs":18,"share":11.1,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":2.7,"score":null},"is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best software catalog and developer portal platforms","share":36.4,"mentions":4,"runs":11}},{"index_product_id":"a673f889-5fa2-4b45-a0be-3eb801cac7ac","name":"Mintlify","domain":"mintlify.com","recommendation_share":4.5,"ci_low":1.6,"ci_high":12.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":18,"all_mention_runs":3,"mention_rate":4.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":3,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":11.1,"mentions":2},"perplexity":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.7,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"96413462-4b5b-493a-8ace-4aac70f239cd","name":"Kong","domain":"konghq.com","recommendation_share":4.5,"ci_low":1.6,"ci_high":12.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":20.5,"all_mention_runs":3,"mention_rate":4.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":3,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":11.1,"mentions":2},"perplexity":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":4.7,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"bb3f0ca4-f400-46b0-ad37-0571c7f79f85","name":"Red Hat Developer Portal","domain":"developers.redhat.com","recommendation_share":3,"ci_low":0.8,"ci_high":10.4,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4,"all_mention_runs":2,"mention_rate":3,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":2,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":33.3,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"974cbb17-dc3f-4c2a-8bc9-8c4688074677","name":"Harness IDP","domain":null,"recommendation_share":3,"ci_low":0.8,"ci_high":10.4,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5,"all_mention_runs":3,"mention_rate":4.5,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":2,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1},"openai":{"runs":12,"share":8.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"42c409f3-47ef-4fdb-8a32-2b7e3229e9a8","name":"Sourcegraph","domain":"sourcegraph.com","recommendation_share":3,"ci_low":0.8,"ci_high":10.4,"mention_runs":2,"first_rec_runs":1,"first_rec_rate":50,"avg_position":5,"all_mention_runs":3,"mention_rate":4.5,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":2,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":33.3,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"f92d537d-9ea5-432f-9ca5-f4f665bbbbb8","name":"Jenkins","domain":"jenkins.io","recommendation_share":3,"ci_low":0.8,"ci_high":10.4,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11.5,"all_mention_runs":2,"mention_rate":3,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":2,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1},"openai":{"runs":12,"share":8.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":7.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"f451f2c8-209c-407b-bf0d-f409ffd59223","name":"Scalar","domain":"scalar.com","recommendation_share":3,"ci_low":0.8,"ci_high":10.4,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":17,"all_mention_runs":2,"mention_rate":3,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":2,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1},"gemini":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"bf6bd25c-ff00-4dfa-83b8-87bd545bdffe","name":"OpenChoreo","domain":null,"recommendation_share":3,"ci_low":0.8,"ci_high":10.4,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":18.5,"all_mention_runs":3,"mention_rate":4.5,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":2,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":5.6,"mentions":1},"openai":{"runs":12,"share":8.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"f666ac6c-f6d9-4e81-9f83-081204b50b41","name":"Configure8","domain":null,"recommendation_share":3,"ci_low":0.8,"ci_high":10.4,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":26,"all_mention_runs":3,"mention_rate":4.5,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":2,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":33.3,"mentions":2}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":3.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"914400f7-7f4e-4ea0-acf2-6ec7f5eb1524","name":"Elasticsearch","domain":"elastic.co","recommendation_share":3,"ci_low":0.8,"ci_high":10.4,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":58.5,"all_mention_runs":2,"mention_rate":3,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":2,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1},"openai":{"runs":12,"share":8.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":7.2,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"898ae53b-a07c-4e1e-802c-0326d032b4da","name":"Flanksource Mission Control","domain":null,"recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4,"all_mention_runs":1,"mention_rate":1.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"perplexity":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"a7c38d47-fbb4-4592-bef7-31b0b3e8eaa1","name":"Spotify Portal","domain":"backstage.spotify.com","recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5,"all_mention_runs":1,"mention_rate":1.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"openai":{"runs":12,"share":8.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"e3e592bf-0c57-4791-9a46-b8a9a296962f","name":"Dev.to","domain":"dev.to","recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7,"all_mention_runs":3,"mention_rate":4.5,"mention_breakdown":{"legacy":0,"listed":0,"context":2,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"0762100c-b0d9-409a-9846-a3f492ff2ed2","name":"OpenTofu","domain":null,"recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8,"all_mention_runs":1,"mention_rate":1.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"openai":{"runs":12,"share":8.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"0d676670-0ff5-40e7-a616-53b8a037119c","name":"IBM API Connect","domain":"ibm.com","recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":17,"all_mention_runs":1,"mention_rate":1.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"e3714f13-739f-4e56-86b2-9e1c62a8728e","name":"Spotify Backstage","domain":null,"recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":18,"all_mention_runs":1,"mention_rate":1.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"68888c19-40db-44cb-817e-4955a1ebe3c3","name":"Helm","domain":"helm.sh","recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":19,"all_mention_runs":1,"mention_rate":1.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"openai":{"runs":12,"share":8.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":7.9,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"5d65a7dc-4fdc-4e42-a0a1-82c0b67e6fec","name":"Redocly","domain":"redocly.com","recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":19,"all_mention_runs":1,"mention_rate":1.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"3be9918f-1243-402d-bc22-c97bb1a3e32a","name":"Stoplight","domain":"stoplight.io","recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":19,"all_mention_runs":1,"mention_rate":1.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"ba016525-b0cd-4b62-a11e-c1e6f1c6a079","name":"Zuplo","domain":"zuplo.com","recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":19,"all_mention_runs":1,"mention_rate":1.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"3284dca9-2d13-4231-9ad5-0ba33ebdf014","name":"Azure API Management","domain":"azure.microsoft.com","recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":20,"all_mention_runs":1,"mention_rate":1.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"afb9fe95-7826-45ca-b2dc-83b61ed691a2","name":"MuleSoft's Anypoint Platform","domain":"mulesoft.com","recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":20,"all_mention_runs":1,"mention_rate":1.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"95122517-b82a-4c05-9ea5-1ee4a8a4296a","name":"Apiboost","domain":null,"recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":21,"all_mention_runs":1,"mention_rate":1.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"412a2a8c-0264-497f-b830-6abbc18ffda5","name":"Notion","domain":"notion.so","recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":22,"all_mention_runs":1,"mention_rate":1.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"16e80f7b-c33f-41ce-8447-5b62345c683b","name":"OpenMetadata","domain":null,"recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":23,"all_mention_runs":1,"mention_rate":1.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"b1a8ff72-1086-4dbd-a16c-440e6405f10c","name":"Airtable","domain":"airtable.com","recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":24,"all_mention_runs":1,"mention_rate":1.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"49059037-3e74-4218-aa0d-6a6322347e88","name":"Superblocks","domain":"superblocks.com","recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":24,"all_mention_runs":2,"mention_rate":3,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"0a4dc0de-ae48-4b3a-8c86-5f043177ec01","name":"Okta","domain":"okta.com","recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":31,"all_mention_runs":2,"mention_rate":3,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":1,"warned_against":0},"per_engine":{"openai":{"runs":12,"share":8.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":7.9,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"e7c17f12-878e-4e63-bb37-7de24fab94fa","name":"PostgreSQL","domain":"postgresql.org","recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":93,"all_mention_runs":1,"mention_rate":1.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"openai":{"runs":12,"share":8.3,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":7.9,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"ee19fc85-a181-498c-badc-1e825e18a0a7","name":"Cloud Native Computing Foundation","domain":"cncf.io","recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"all_mention_runs":4,"mention_rate":6.1,"mention_breakdown":{"legacy":0,"listed":0,"context":3,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"d2055d7e-03a1-4aaa-a572-a7441b3aeff5","name":"ConnectWise ScreenConnect","domain":"connectwise.com","recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"all_mention_runs":2,"mention_rate":3,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":1,"warned_against":0},"per_engine":{"perplexity":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"249af4e1-a8c4-412a-b2d1-7ab9730e5c69","name":"Datadog IDP","domain":null,"recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"all_mention_runs":1,"mention_rate":1.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"grok":{"runs":6,"share":16.7,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"6507029c-79a2-455c-942b-1bac339209cc","name":"Drupal","domain":"drupal.org","recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"all_mention_runs":1,"mention_rate":1.5,"mention_breakdown":{"legacy":0,"listed":0,"context":0,"recommended":1,"warned_against":0},"per_engine":{"gemini":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"69e41686-a972-4582-8d33-71d671b84f92","name":"F6S","domain":"f6s.com","recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"all_mention_runs":3,"mention_rate":4.5,"mention_breakdown":{"legacy":0,"listed":0,"context":2,"recommended":1,"warned_against":0},"per_engine":{"perplexity":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false},{"index_product_id":"da4a3f10-3997-4351-87b9-4641f5e418a6","name":"Harness","domain":"harness.io","recommendation_share":1.5,"ci_low":0.3,"ci_high":8.1,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"all_mention_runs":2,"mention_rate":3,"mention_breakdown":{"legacy":0,"listed":0,"context":1,"recommended":1,"warned_against":0},"per_engine":{"perplexity":{"runs":18,"share":5.6,"mentions":1}},"trend":null,"trend_confidence":"suppressed","volatility":{"within_cycle":null,"across_cycles":1.6,"score":null},"is_orbator_customer":false,"is_claimed":false}],"methodology_url":"https://www.orbator.io/ai-index/methodology","license":"Free to use with attribution to orbator.io"}