{"status":"ok","category":{"id":"6d92a1a5-96df-48fb-adb5-f701b1c2f1ea","slug":"open-source-team-communication","label":"Open-source team communication tools"},"window":{"weeks":4,"from":"2026-07-05T16:45:12.877Z","to":"2026-08-02T16:45:12.877Z","prior_from":"2026-06-07T16:45:12.877Z"},"sample_size":49,"prior_sample_size":44,"min_sample":20,"entries":[{"index_product_id":"a70af282-2c50-49e3-888c-f298e3d3a258","name":"Mattermost","domain":"mattermost.com","recommendation_share":83.7,"ci_low":71,"ci_high":91.5,"mention_runs":41,"first_rec_runs":19,"first_rec_rate":46.3,"avg_position":2.7,"per_engine":{"gemini":{"runs":21,"share":85.7,"mentions":18},"anthropic":{"runs":7,"share":71.4,"mentions":5},"perplexity":{"runs":21,"share":85.7,"mentions":18}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best open-source team messaging platform I can self-host for my company","share":100,"mentions":9,"runs":9}},{"index_product_id":"65c5fbe3-09db-4dbb-9821-718bce75aa6f","name":"Rocket.Chat","domain":"rocket.chat","recommendation_share":83.7,"ci_low":71,"ci_high":91.5,"mention_runs":41,"first_rec_runs":7,"first_rec_rate":17.1,"avg_position":4.2,"per_engine":{"gemini":{"runs":21,"share":85.7,"mentions":18},"anthropic":{"runs":7,"share":57.1,"mentions":4},"perplexity":{"runs":21,"share":90.5,"mentions":19}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best open-source team messaging platform I can self-host for my company","share":100,"mentions":9,"runs":9}},{"index_product_id":"a577e55d-3a26-4305-82c2-365f409615d0","name":"Element","domain":"element.io","recommendation_share":63.3,"ci_low":49.3,"ci_high":75.3,"mention_runs":31,"first_rec_runs":1,"first_rec_rate":3.2,"avg_position":4.7,"per_engine":{"gemini":{"runs":21,"share":71.4,"mentions":15},"anthropic":{"runs":7,"share":57.1,"mentions":4},"perplexity":{"runs":21,"share":57.1,"mentions":12}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best self-hosted Slack alternative that my team can run on our own infrastructure","share":100,"mentions":9,"runs":9}},{"index_product_id":"2cb0b665-8fda-41ba-bc58-d313fb05acc0","name":"Matrix","domain":"matrix.org","recommendation_share":63.3,"ci_low":49.3,"ci_high":75.3,"mention_runs":31,"first_rec_runs":2,"first_rec_rate":6.5,"avg_position":6.3,"per_engine":{"gemini":{"runs":21,"share":71.4,"mentions":15},"anthropic":{"runs":7,"share":42.9,"mentions":3},"perplexity":{"runs":21,"share":61.9,"mentions":13}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best self-hosted Slack alternative that my team can run on our own infrastructure","share":100,"mentions":9,"runs":9}},{"index_product_id":"8ca93186-f28a-4dde-ab58-d525efd87a06","name":"Slack","domain":"slack.com","recommendation_share":59.2,"ci_low":45.2,"ci_high":71.8,"mention_runs":29,"first_rec_runs":12,"first_rec_rate":41.4,"avg_position":3.5,"per_engine":{"gemini":{"runs":21,"share":52.4,"mentions":11},"anthropic":{"runs":7,"share":57.1,"mentions":4},"perplexity":{"runs":21,"share":66.7,"mentions":14}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best self-hosted Slack alternative that my team can run on our own infrastructure","share":100,"mentions":9,"runs":9}},{"index_product_id":"deff498c-639b-483e-8068-74ea2ed11bc5","name":"Zulip","domain":"zulip.com","recommendation_share":59.2,"ci_low":45.2,"ci_high":71.8,"mention_runs":29,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6.5,"per_engine":{"gemini":{"runs":21,"share":66.7,"mentions":14},"anthropic":{"runs":7,"share":28.6,"mentions":2},"perplexity":{"runs":21,"share":61.9,"mentions":13}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best open-source team messaging platform I can self-host for my company","share":100,"mentions":9,"runs":9}},{"index_product_id":"c5ad56a4-7f9c-405b-93be-2a5cf182f024","name":"Conversations","domain":"conversations.im","recommendation_share":46.9,"ci_low":33.7,"ci_high":60.6,"mention_runs":23,"first_rec_runs":3,"first_rec_rate":13,"avg_position":5.6,"per_engine":{"gemini":{"runs":21,"share":61.9,"mentions":13},"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":21,"share":42.9,"mentions":9}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best self-hosted Slack alternative that my team can run on our own infrastructure","share":77.8,"mentions":7,"runs":9}},{"index_product_id":"86af517a-944d-4483-8fd6-f7b0d8d67e2a","name":"Wire","domain":"wire.com","recommendation_share":26.5,"ci_low":16.2,"ci_high":40.3,"mention_runs":13,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.8,"per_engine":{"gemini":{"runs":21,"share":42.9,"mentions":9},"perplexity":{"runs":21,"share":19,"mentions":4}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source alternatives to mainstream hosted team chat platforms","share":77.8,"mentions":7,"runs":9}},{"index_product_id":"5a0bac13-0804-4962-8bb8-f6ed4fcc6339","name":"Docker","domain":"docker.com","recommendation_share":24.5,"ci_low":14.6,"ci_high":38.1,"mention_runs":12,"first_rec_runs":3,"first_rec_rate":25,"avg_position":3.3,"per_engine":{"gemini":{"runs":21,"share":28.6,"mentions":6},"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":21,"share":23.8,"mentions":5}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"how do I self-host a team communication tool with channels, threads, and file sharing","share":100,"mentions":9,"runs":9}},{"index_product_id":"b59213e1-984a-4dea-bdf8-e4cae23967e4","name":"Nextcloud","domain":"nextcloud.com","recommendation_share":24.5,"ci_low":14.6,"ci_high":38.1,"mention_runs":12,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5.6,"per_engine":{"gemini":{"runs":21,"share":42.9,"mentions":9},"perplexity":{"runs":21,"share":14.3,"mentions":3}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best open-source team messaging platform I can self-host for my company","share":55.6,"mentions":5,"runs":9}},{"index_product_id":"345631c4-8cb9-43ea-800c-59f91ac64a13","name":"LDAP","domain":null,"recommendation_share":22.4,"ci_low":13,"ci_high":35.9,"mention_runs":11,"first_rec_runs":0,"first_rec_rate":0,"avg_position":6.4,"per_engine":{"gemini":{"runs":21,"share":28.6,"mentions":6},"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":21,"share":19,"mentions":4}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"what open-source team chat should I use for a security-conscious enterprise that bans cloud messaging","share":66.7,"mentions":6,"runs":9}},{"index_product_id":"b44945b5-c7aa-4522-b46c-1aa7589a37ca","name":"Jitsi","domain":"jitsi.org","recommendation_share":20.4,"ci_low":11.5,"ci_high":33.6,"mention_runs":10,"first_rec_runs":1,"first_rec_rate":10,"avg_position":5.8,"per_engine":{"gemini":{"runs":21,"share":38.1,"mentions":8},"perplexity":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source alternatives to mainstream hosted team chat platforms","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"e7c17f12-878e-4e63-bb37-7de24fab94fa","name":"PostgreSQL","domain":"postgresql.org","recommendation_share":14.3,"ci_low":7.1,"ci_high":26.7,"mention_runs":7,"first_rec_runs":1,"first_rec_rate":14.3,"avg_position":5.3,"per_engine":{"gemini":{"runs":21,"share":19,"mentions":4},"perplexity":{"runs":21,"share":14.3,"mentions":3}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"how do I self-host a team communication tool with channels, threads, and file sharing","share":100,"mentions":9,"runs":9}},{"index_product_id":"d4ea67f3-570d-43ca-95ee-eaecc04769a2","name":"TrueConf Server","domain":"trueconf.com","recommendation_share":12.2,"ci_low":5.7,"ci_high":24.2,"mention_runs":6,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4,"per_engine":{"gemini":{"runs":21,"share":4.8,"mentions":1},"perplexity":{"runs":21,"share":23.8,"mentions":5}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"self-hosted team communication for a government agency that can't use commercial cloud tools","share":55.6,"mentions":5,"runs":9}},{"index_product_id":"7426bff4-f1bc-4cd4-97cc-a69ac734eb92","name":"Twake","domain":"twake.app","recommendation_share":12.2,"ci_low":5.7,"ci_high":24.2,"mention_runs":6,"first_rec_runs":0,"first_rec_rate":0,"avg_position":8.5,"per_engine":{"gemini":{"runs":21,"share":19,"mentions":4},"perplexity":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source alternatives to mainstream hosted team chat platforms","share":66.7,"mentions":6,"runs":9}},{"index_product_id":"15bda03b-d2ee-4df5-83e6-fcb09523a5ba","name":"NGINX","domain":"nginx.org","recommendation_share":12.2,"ci_low":5.7,"ci_high":24.2,"mention_runs":6,"first_rec_runs":0,"first_rec_rate":0,"avg_position":12.3,"per_engine":{"gemini":{"runs":21,"share":19,"mentions":4},"perplexity":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"how do I self-host a team communication tool with channels, threads, and file sharing","share":55.6,"mentions":5,"runs":9}},{"index_product_id":"5e58fc37-6fd3-4ee7-8019-208589482a4d","name":"Traefik","domain":"traefik.io","recommendation_share":10.2,"ci_low":4.4,"ci_high":21.8,"mention_runs":5,"first_rec_runs":0,"first_rec_rate":0,"avg_position":9.4,"per_engine":{"gemini":{"runs":21,"share":9.5,"mentions":2},"perplexity":{"runs":21,"share":14.3,"mentions":3}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"how do I self-host a team communication tool with channels, threads, and file sharing","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"8e8a092d-06aa-44a4-a05e-a5bfda2c2a86","name":"Matrix/Element","domain":null,"recommendation_share":8.2,"ci_low":3.2,"ci_high":19.2,"mention_runs":4,"first_rec_runs":1,"first_rec_rate":25,"avg_position":2.3,"per_engine":{"anthropic":{"runs":7,"share":28.6,"mentions":2},"perplexity":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"fd1fea55-37a2-4c44-aad6-020832e2e444","name":"Discord","domain":"discord.com","recommendation_share":8.2,"ci_low":3.2,"ci_high":19.2,"mention_runs":4,"first_rec_runs":1,"first_rec_rate":25,"avg_position":2.5,"per_engine":{"anthropic":{"runs":7,"share":28.6,"mentions":2},"perplexity":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source alternatives to mainstream hosted team chat platforms","share":55.6,"mentions":5,"runs":9}},{"index_product_id":"29edb8cc-e0a7-4fa4-8e52-7c04faac98f0","name":"Hazel","domain":null,"recommendation_share":8.2,"ci_low":3.2,"ci_high":19.2,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7,"per_engine":{"gemini":{"runs":21,"share":19,"mentions":4}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source alternatives to mainstream hosted team chat platforms","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"748b6cc9-da7d-4ef3-a5b6-e455b37dc58d","name":"Synapse","domain":null,"recommendation_share":8.2,"ci_low":3.2,"ci_high":19.2,"mention_runs":4,"first_rec_runs":0,"first_rec_rate":0,"avg_position":28,"per_engine":{"gemini":{"runs":21,"share":4.8,"mentions":1},"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"740ead37-f284-46ad-8bd4-9d493b765b7b","name":"Node.js","domain":"nodejs.org","recommendation_share":6.1,"ci_low":2.1,"ci_high":16.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3,"per_engine":{"gemini":{"runs":21,"share":4.8,"mentions":1},"perplexity":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"1ab9b0e5-847b-4ee3-a3fa-c066e55bf45e","name":"IRC","domain":null,"recommendation_share":6.1,"ci_low":2.1,"ci_high":16.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3.7,"per_engine":{"gemini":{"runs":21,"share":14.3,"mentions":3}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source alternatives to mainstream hosted team chat platforms","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"59ac66a0-909e-48e1-9e5e-1e62e8420520","name":"Let's Chat","domain":null,"recommendation_share":6.1,"ci_low":2.1,"ci_high":16.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":5,"per_engine":{"perplexity":{"runs":21,"share":14.3,"mentions":3}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"10296229-96b7-4701-8958-d506d0974516","name":"Let's Encrypt","domain":"letsencrypt.org","recommendation_share":6.1,"ci_low":2.1,"ci_high":16.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":13.3,"per_engine":{"gemini":{"runs":21,"share":14.3,"mentions":3}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"how do I self-host a team communication tool with channels, threads, and file sharing","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"76412e51-0cb3-4071-a31c-71216b915550","name":"Secumeet Server","domain":"secumeet.com","recommendation_share":6.1,"ci_low":2.1,"ci_high":16.5,"mention_runs":3,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":14.3,"mentions":3}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"self-hosted team communication for a government agency that can't use commercial cloud tools","share":44.4,"mentions":4,"runs":9}},{"index_product_id":"490f7ad9-7c72-4edb-bf17-10aedb34e30d","name":"Discourse","domain":"discourse.org","recommendation_share":4.1,"ci_low":1.1,"ci_high":13.7,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":3,"per_engine":{"perplexity":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best open-source team messaging platform I can self-host for my company","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"eb6a865d-fb8e-485f-8f4e-6ae5a91be60f","name":"Apache Hop","domain":"apache.org","recommendation_share":4.1,"ci_low":1.1,"ci_high":13.7,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4,"per_engine":{"perplexity":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"fd1c9f26-8513-4ee2-89f9-6e95c710040d","name":"Element / Matrix","domain":null,"recommendation_share":4.1,"ci_low":1.1,"ci_high":13.7,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4,"per_engine":{"anthropic":{"runs":7,"share":14.3,"mentions":1},"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"73a96c4f-841b-4ab3-9b3a-2a1fe943c012","name":"Pexip","domain":"pexip.com","recommendation_share":4.1,"ci_low":1.1,"ci_high":13.7,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":4.5,"per_engine":{"perplexity":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"self-hosted team communication for a government agency that can't use commercial cloud tools","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"f69707ba-c723-497d-b9cf-2188891cfcb6","name":"Troop Messenger","domain":"troopmessenger.com","recommendation_share":4.1,"ci_low":1.1,"ci_high":13.7,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":7,"per_engine":{"gemini":{"runs":21,"share":4.8,"mentions":1},"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"self-hosted team communication for a government agency that can't use commercial cloud tools","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"8e13e66c-70f7-417f-a514-fa72dee2b76f","name":"AWS","domain":"aws.amazon.com","recommendation_share":4.1,"ci_low":1.1,"ci_high":13.7,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":14,"per_engine":{"gemini":{"runs":21,"share":4.8,"mentions":1},"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"cfb5f7a8-7b0a-42cc-9366-62d14ed4cd83","name":"MySQL","domain":"mysql.com","recommendation_share":4.1,"ci_low":1.1,"ci_high":13.7,"mention_runs":2,"first_rec_runs":1,"first_rec_rate":50,"avg_position":17,"per_engine":{"gemini":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"a2683e7e-ee98-48dd-ac6f-db52faee43a0","name":"DigitalOcean","domain":"digitalocean.com","recommendation_share":4.1,"ci_low":1.1,"ci_high":13.7,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":24.5,"per_engine":{"gemini":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"7d199624-d175-4c73-9bf0-3fb6f1ccdd6f","name":"BridgeApp","domain":"bridgeapp.ai","recommendation_share":4.1,"ci_low":1.1,"ci_high":13.7,"mention_runs":2,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":9.5,"mentions":2}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source self-hosted team chat vs hosted communication SaaS — security trade-offs","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"b6b9d1f6-842e-408b-9924-85084321d315","name":"Fluxer","domain":null,"recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":11,"per_engine":{"gemini":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"3a4346f8-1a7b-4c28-ac2e-33a160f05c64","name":"Buzz","domain":null,"recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":12,"per_engine":{"gemini":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"4398d654-081a-40bf-bf3e-eeded00beefb","name":"Caddy","domain":"caddyserver.com","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":13,"per_engine":{"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"069337b8-a232-40a3-9c94-b9ba9928434c","name":"Certbot","domain":"certbot.eff.org","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":21,"per_engine":{"gemini":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"69e41686-a972-4582-8d33-71d671b84f92","name":"F6S","domain":"f6s.com","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"335b0dea-1ffb-4e88-9ab8-e7111d7809b4","name":"Google Play Console","domain":"play.google.com","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"2f348037-85fc-4892-9c3d-3feabefadb9b","name":"MirrorFly's AI Chatbot Solution","domain":"mirrorfly.com","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"best self-hosted Slack alternative that my team can run on our own infrastructure","share":33.3,"mentions":3,"runs":9}},{"index_product_id":"94af31c8-1d32-40c4-90e9-9b89504311d8","name":"Trillian Server","domain":"trillian.im","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"4d6c8187-b97f-4942-ab9c-edf32055ad2c","name":"Wickr","domain":null,"recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false},{"index_product_id":"32f36516-1542-485c-9ddb-95bf407cf868","name":"Zapier AI","domain":"zapier.com","recommendation_share":2,"ci_low":0.4,"ci_high":10.7,"mention_runs":1,"first_rec_runs":0,"first_rec_rate":0,"avg_position":null,"per_engine":{"perplexity":{"runs":21,"share":4.8,"mentions":1}},"trend":null,"trend_confidence":"suppressed","is_orbator_customer":false,"is_claimed":false,"best_for":{"prompt":"open-source alternatives to mainstream hosted team chat platforms","share":33.3,"mentions":3,"runs":9}}],"methodology_url":"https://www.orbator.io/ai-index/methodology","license":"Free to use with attribution to orbator.io"}