{"schema_version":1,"status":"pilot_not_scheduled","snapshot_date":"2026-09-27","model":"google/gemini-3.1-pro-preview","ai_generated":true,"method":"Historical, capped pilot. Social comments are source material, not verified customer reviews. Classifications and suggestions are AI-generated. No representative satisfaction score is calculated. 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What happens to their work orders,","published_at":"2026-04-02T14:27:37.559Z","observed_at":"2026-09-27T00:21:19.913Z","parent_published_at":"2026-03-30T10:41:43.817Z","date_discrepancy":false,"category":"product_question","customer_evidence":"unknown","audience":"Affiliation unverified"},{"id":"7509507338353946626","company":"Cove","platform":"LinkedIn","excerpt":"Delivering a flagship-caliber tenant experience across an entire life science portfolio usually bottlenecks at operational translation, Adam Sichol. When property teams turn campus programming","excerpt_shortened":true,"source_url":"https://www.linkedin.com/feed/update/urn:li:activity:7498396401249206272?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A7498396401249206272%2C7509507338353946626%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287509507338353946626%2Curn%3Ali%3Aactivity%3A7498396401249206272%29","parent_url":"https://www.linkedin.com/posts/poweredbycove_scaling-tenant-experience-in-life-science-activity-7498396401249206272-yOaQ","parent_title":"If your tenant experience program shines at your flagship campus but thins","published_at":"2026-09-26T07:01:09.364Z","observed_at":"2026-09-27T00:20:59.414Z","parent_published_at":"2026-08-26T15:10:15.526Z","date_discrepancy":false,"category":"industry_opinion","customer_evidence":"unknown","audience":"Affiliation unverified"},{"id":"7497304051064250368","company":"Visitt","platform":"LinkedIn","excerpt":"The number that stands out here isn't 99% — it's that the agent has been running for a year. Most teams get an agent","excerpt_shortened":true,"source_url":"https://www.linkedin.com/feed/update/urn:li:ugcPost:7465729358922477568?commentUrn=urn%3Ali%3Acomment%3A%28ugcPost%3A7465729358922477568%2C7497304051064250368%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287497304051064250368%2Curn%3Ali%3AugcPost%3A7465729358922477568%29","parent_url":"https://www.linkedin.com/posts/visitt_a-year-ago-we-put-ai-agents-to-work-on-commercial-activity-7465729862142590977-OKC0","parent_title":"A year ago, we put AI agents to work on commercial real","published_at":"2026-08-23T14:49:38.948Z","observed_at":"2026-09-27T00:21:19.913Z","parent_published_at":"2026-05-28T11:45:05.688Z","date_discrepancy":false,"category":"industry_opinion","customer_evidence":"unknown","audience":"Affiliation unverified"},{"id":"7476148804723945472","company":"Visitt","platform":"LinkedIn","excerpt":"Exciting to see Visitt bringing AI into property operations lots of room for practical automation in this space","excerpt_shortened":false,"source_url":"https://www.linkedin.com/feed/update/urn:li:activity:7475894124563460096?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A7475894124563460096%2C7476148804723945472%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287476148804723945472%2Curn%3Ali%3Aactivity%3A7475894124563460096%29","parent_url":"https://www.linkedin.com/posts/visitt_boma2026-proptech-boma-activity-7475894124563460096-MOFC","parent_title":"Your move to AI starts at BOMA 2026. 🚀\nMeet the Visitt","published_at":"2026-06-26T05:46:15.175Z","observed_at":"2026-09-27T00:21:19.913Z","parent_published_at":"2026-06-25T12:54:14.692Z","date_discrepancy":false,"category":"industry_opinion","customer_evidence":"unknown","audience":"Affiliation unverified"},{"id":"7465652202066534400","company":"Visitt","platform":"LinkedIn","excerpt":"Nice positioning from Visitt around practical AI for building operations. The market is moving past abstract AI messaging, so showing what is already working","excerpt_shortened":true,"source_url":"https://www.linkedin.com/feed/update/urn:li:activity:7465022178523230209?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A7465022178523230209%2C7465652202066534400%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287465652202066534400%2Curn%3Ali%3Aactivity%3A7465022178523230209%29","parent_url":"https://www.linkedin.com/posts/visitt_realcomm2026-realcomm-activity-7465022178523230209-fvIn","parent_title":"For operators already beyond \"what's next\" in AI — come see what's","published_at":"2026-05-28T06:36:30.084Z","observed_at":"2026-09-27T00:21:19.913Z","parent_published_at":"2026-05-26T12:53:00.765Z","date_discrepancy":false,"category":"industry_opinion","customer_evidence":"unknown","audience":"Affiliation unverified"},{"id":"7461650491215720448","company":"Visitt","platform":"LinkedIn","excerpt":"Exciting to see Visitt bringing a practical AI message to ICSC. 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The focus on unifying those operational silos while keeping real-time data flowing smoothly feels like exactly","excerpt_shortened":true,"source_url":"https://www.linkedin.com/feed/update/urn:li:activity:7434632135518445571?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A7434632135518445571%2C7434642225038331905%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287434642225038331905%2Curn%3Ali%3Aactivity%3A7434632135518445571%29","parent_url":"https://www.linkedin.com/posts/visitt_its-a-proud-moment-for-all-of-us-at-visitt-activity-7434632135518445571-tseP","parent_title":"It’s a proud moment for all of us at Visitt, as our","published_at":"2026-03-03T16:53:55.423Z","observed_at":"2026-09-27T00:21:19.913Z","parent_published_at":"2026-03-03T16:13:49.893Z","date_discrepancy":false,"category":"industry_opinion","customer_evidence":"unknown","audience":"Affiliation unverified"}],"coverage":[{"platform":"LinkedIn","company":"Cove","status":"Sample collected","targets":50,"comments":9,"checked_at":"2026-09-27T00:20:59.414Z","cost_usd":0.11805,"note":"50 posts; five comment dates predate their returned parent post. 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Other omissions remain unexplained.","targets_detail":[{"url":"https://www.linkedin.com/posts/visitt_vendor-compliance-property-operations-activity-7505623277466423297-Ct2O","title":"Vendor Compliance & Property Operations. 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We partnered with SwiftConnect to make"},{"url":"https://www.linkedin.com/posts/visitt_your-property-teams-are-doing-preventive-activity-7446860350999953408-DHGV","title":"Your property teams are doing preventive maintenance right. But what if you"},{"url":"https://www.linkedin.com/posts/visitt_were-expanding-in-the-approved-network-for-activity-7449442470037233664-BKU5","title":"We're expanding in the approved network for Yardi!\nVisitt is now fully"},{"url":"https://www.linkedin.com/posts/visitt_your-property-manager-is-on-pto-what-happens-activity-7444333031869390848-4XD6","title":"Your property manager is on PTO. What happens to their work orders,"},{"url":"https://www.linkedin.com/posts/visitt_all-of-us-at-visitt-are-deeply-saddened-by-activity-7435694174051500032-MxLZ","title":"All of us at Visitt are deeply saddened by the sudden passing"},{"url":"https://www.linkedin.com/posts/visitt_its-a-proud-moment-for-all-of-us-at-visitt-activity-7434632135518445571-tseP","title":"It’s a proud moment for all of us at Visitt, as our"},{"url":"https://www.linkedin.com/posts/visitt_visitt-ai-is-built-to-scale-property-operations-activity-7427336117760356353-NnFe","title":"We raised $22M to keep doing what we started back in 2022:"},{"url":"https://www.linkedin.com/posts/visitt_read-all-about-it-we-announced-our-series-activity-7424434380854472704-EZEY","title":"Read all about it! We announced our Series B funding last week,"},{"url":"https://www.linkedin.com/posts/visitt_our-ceoitay-orentalked-withcommercial-activity-7426625994071105537-kKHg","title":"Our CEO, Itay Oren talked with Commercial Observer about what's actually changing"},{"url":"https://www.linkedin.com/posts/visitt_weve-raised-a-22m-series-b-to-build-the-activity-7421553859073966080-FBzc","title":"We've raised a $22M Series B to build the single AI interface"},{"url":"https://www.linkedin.com/posts/visitt_ai-in-building-ops-is-moving-rapidly-from-activity-7407419326779158529-cRbb","title":"AI in building ops is moving rapidly from pilots to practice. 💡"},{"url":"https://www.linkedin.com/posts/visitt_a-little-nyc-magic-and-a-lot-of-team-energy-activity-7404105402721648641-yDIK","title":"A little NYC magic and a lot of team energy this week"},{"url":"https://www.linkedin.com/posts/visitt_your-property-teams-spend-30-minutes-a-day-activity-7402401538855436288-8Xa-","title":"Your property teams spend 30 minutes a day copying work orders into"},{"url":"https://www.linkedin.com/posts/visitt_teamvisitt-customersuccess-cretech-activity-7401261258336808960-BPip","title":"From managing properties to empowering the teams who run them — meet"},{"url":"https://www.linkedin.com/posts/visitt_happy-thanksgiving-from-all-of-us-at-visitt-activity-7399432123696185344-htic","title":"Happy Thanksgiving from all of us at Visitt 🦃💚\nWishing you good"},{"url":"https://www.linkedin.com/posts/visitt_everything-should-flow-through-one-interface-activity-7396204640146440193-siz7","title":"🎥 “Everything should flow through one interface.”\nOn stage together, Related Ross’s"},{"url":"https://www.linkedin.com/posts/visitt_nyc-office-owners-are-taking-a-closer-look-activity-7394300531902525440-8qIh","title":"NYC office owners are taking a closer look at building security.\nAs"},{"url":"https://www.linkedin.com/posts/visitt_fun-week-showcasing-whats-next-at-visitt-activity-7392106429987434496-UmwV","title":"Fun week showcasing what’s next at Visitt!\nKlara Gidash and Roi Uziely"},{"url":"https://www.linkedin.com/posts/visitt_meet-ariella-frenkel-our-new-product-activity-7391463379275763712-uFey","title":"Meet Ariella Frenkel 🎧, our new Product Marketing Manager, the newest force"},{"url":"https://www.linkedin.com/posts/visitt_cretechnyc-activity-7386734509389414400-IzUv","title":"Today at #CREtechNYC: Visitt and Related Ross are taking the stage to"},{"url":"https://www.linkedin.com/posts/visitt_cretechnewyork2025-activity-7384645807951671296-Be_q","title":"✨ We’re excited for CREtech New York 2025! ✨\nOur very own"},{"url":"https://www.linkedin.com/posts/visitt_were-back-from-an-inspiring-nexuscon-showcasing-activity-7384270023957180416-GMjJ","title":"We’re back from an inspiring NexusCon, showcasing real results with our partner"}]},{"platform":"Facebook","company":"Cove + Visitt","status":"Empty or inaccessible","targets":5,"comments":0,"checked_at":"2026-09-27T00:29:12.168Z","cost_usd":0.013500000000000002,"note":"Three Cove posts and two historical Visitt posts. Every result was an empty/private placeholder. No usable comment text; absence of comments is not verified.","targets_detail":[{"url":"https://www.facebook.com/permalink.php?story_fbid=pfbid0x532YYrjy14pVpGNW43BvCLQQ72HGUjFnbPMw5u9FtxtkcxJGshsCycE55xEEiDJl&id=61575749103383","title":"Cove · 2026-09-22"},{"url":"https://www.facebook.com/reel/1060712820044150/","title":"Cove · 2026-09-17"},{"url":"https://www.facebook.com/permalink.php?story_fbid=pfbid0cDrNQECQ2CHukSP4VxyGewt4k2PkwCJ7i5wm5pgESVdVE57J76eYiQKKt9jXP7Zul&id=61575749103383","title":"Cove · 2026-09-16"},{"url":"https://www.facebook.com/visitt.io/posts/pfbid0ubY49eyV8HPcgyQmoh3EfRH1kyuFciQPiyzgUxbSYZeYiGLNq96S1CR5o3vs6DMol","title":"Visitt · 2021-07-09"},{"url":"https://www.facebook.com/visitt.io/posts/pfbid02CVoiCoUYAneZs9G4VBJYJfSWjk6GCwHWgbZLV1eKakxjQg8Yhpade5sntEF2YeH8l","title":"Visitt · 2021-05-10"}]},{"platform":"YouTube","company":"Cove + Visitt","status":"Coverage not established","targets":8,"comments":0,"checked_at":"2026-09-27T00:33:22.501Z","cost_usd":0.026,"note":"Six Cove and two Visitt videos tested with two collectors. Neither returned usable comments. The first logged rate limits and dataset-validation errors; the second returned an empty dataset and advertised a 10-item Free-plan limit. This is not proof that comments are absent or disabled.","targets_detail":[{"url":"https://www.youtube.com/watch?v=GDw9dO4Lays","title":"Cove · Longfellow x Cove: Customer Story"},{"url":"https://www.youtube.com/watch?v=mAbNFE87AkQ","title":"Cove · Cove x RXR: Customer Story"},{"url":"https://www.youtube.com/watch?v=KFbfCT_zLto","title":"Cove · How Cove Brings Confidence to the Core of Your Building"},{"url":"https://www.youtube.com/watch?v=JVvrGCphY0g","title":"Cove · CoveAI Tenant Communications"},{"url":"https://www.youtube.com/watch?v=nAxT_oqxOTU","title":"Cove · Webinar: How Tech Enabled Operations Are Reshaping Office Occupancy"},{"url":"https://www.youtube.com/watch?v=a5B5AGr0O1A","title":"Cove · A Better Day Starts With Cove"},{"url":"https://www.youtube.com/watch?v=JYkaFOX9NNU","title":"Visitt · Introducing the Visitt+ AI-driven Tenant Experience App"},{"url":"https://www.youtube.com/watch?v=fq5MI8O68Vk","title":"Visitt · Visitt Success Story - Building Operations, CRE & Multifamily Property Management & Maintenance"}]},{"platform":"X","company":"Cove","status":"Company reply only","targets":5,"comments":0,"checked_at":"2026-09-27T00:29:09.862Z","cost_usd":0.00072,"note":"Five root posts and one reply were returned. The reply was authored by Cove and is excluded from audience evidence. Thread linkage is collector-reported, not independently verified. No external audience reply was captured in this sample.","targets_detail":[{"url":"https://x.com/CoveSoftwareCRE/status/2100210590606123021","title":"Cove conversation 2100210590606123021"},{"url":"https://x.com/CoveSoftwareCRE/status/2099901095866769680","title":"Cove conversation 2099901095866769680"},{"url":"https://x.com/CoveSoftwareCRE/status/2099560411745902721","title":"Cove conversation 2099560411745902721"},{"url":"https://x.com/CoveSoftwareCRE/status/2099515091116867789","title":"Cove conversation 2099515091116867789"},{"url":"https://x.com/CoveSoftwareCRE/status/2098050103655219563","title":"Cove conversation 2098050103655219563"},{"url":"https://x.com/CoveSoftwareCRE/status/2103205325004230771","title":"Excluded Cove-authored reply"}]},{"platform":"X","company":"Visitt","status":"Account not verified","targets":0,"comments":null,"checked_at":null,"cost_usd":0,"note":"No official Visitt X account was verified in this investigation. No reply collector was run for Visitt.","targets_detail":[]}],"classification_counts":{"other":3,"industry_opinion":7,"congratulation_or_social":73,"recruiting":1,"product_question":1,"promotion_or_link":2},"model_cost_usd":0.09179,"leads":[{"id":"pto-handoff","title":"What does a backup property manager need to know?","company":"Visitt","platform":"LinkedIn","comment_id":"7445477043976257536","quote":"How do you handle the knowledge transfer piece when someone's covering multiple properties they don't...","source_url":"https://www.linkedin.com/feed/update/urn:li:activity:7444333031869390848?commentUrn=urn%3Ali%3Acomment%3A%28activity%3A7444333031869390848%2C7445477043976257536%29&dashCommentUrn=urn%3Ali%3Afsd_comment%3A%287445477043976257536%2Curn%3Ali%3Aactivity%3A7444333031869390848%29","parent_url":"https://www.linkedin.com/posts/visitt_your-property-manager-is-on-pto-what-happens-activity-7444333031869390848-4XD6","published_at":"2026-04-02T14:27:37.559Z","supporting_commenters":1,"evidence_strength":"Single question · incomplete source text","observation":"One commenter asked about knowledge transfer when covering several properties during PTO.","suggestion":"Consider a practical handover checklist covering open work, asset history, contacts and escalation rules. Validate the topic with operators before turning it into a campaign.","limits":"The question is truncated and customer status is unknown. It does not establish a Visitt product gap or a PRISM capability."}],"total_comments":87,"filtered_count":8,"page":1,"pages":1,"filters":{"company":"all","platform":"all","category":"useful","q":""},"total_cost_usd":0.46611}