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    "url": "https://docs.mixpanel.com",
    "excerpt": "An event is a data point that represents an interaction between a user and your product.",
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    "url": "https://docs.mixpanel.com/docs/reports/funnels.md",
    "excerpt": "Measure conversions through a series of events",
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    "url": "https://docs.mixpanel.com/docs/reports/retention.md",
    "excerpt": "The Retention report in Mixpanel is designed to assess user engagement over a specified period of time.",
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  },
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    "id": "mixpanel-docs-4",
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    "url": "https://docs.mixpanel.com/docs/session-replay.md",
    "excerpt": "Now, with Mixpanel Session Replay, you can quickly follow up by exploring why customers drop off.",
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    "id": "mixpanel-docs-5",
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    "url": "https://docs.mixpanel.com/docs/session-replay.md",
    "excerpt": "teams can manage Session Replay sampling directly from the Mixpanel UI — no code changes or redeployment required.",
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    "id": "mixpanel-docs-6",
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    "url": "https://docs.mixpanel.com/docs/tracking-methods/warehouse-connectors.md",
    "excerpt": "you can sync data from data warehouses like Snowflake, BigQuery, Databricks, Redshift, and Postgres to Mixpanel",
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    "id": "mixpanel-docs-7",
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    "url": "https://docs.mixpanel.com/docs/export-methods.md",
    "excerpt": "To export raw event data, use the Raw Event Export API. The events payload is returned as JSONL",
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  },
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    "id": "mixpanel-docs-8",
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    "url": "https://docs.mixpanel.com/docs/export-methods.md",
    "excerpt": "To export User Profile data, use the Engage API.",
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  },
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    "id": "mixpanel-docs-9",
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    "url": "https://docs.mixpanel.com/reference/raw-event-export.md",
    "excerpt": "The raw export API allows you to download your event data as it is received and stored within Mixpanel, complete with all event properties",
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  },
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    "id": "mixpanel-docs-10",
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    "url": "https://docs.mixpanel.com/docs/mcp.md",
    "excerpt": "Mixpanel provides a hosted Model Context Protocol (MCP) server that gives AI assistants direct access to your Mixpanel data.",
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    "url": "https://docs.mixpanel.com/docs/mcp.md",
    "excerpt": "Create-Dashboard | Create a new dashboard with text cards and reports",
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  },
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    "id": "mixpanel-docs-12",
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    "url": "https://docs.mixpanel.com/docs/privacy.md",
    "excerpt": "Mixpanel deletion and retrieval APIs are in place to help Mixpanel implementations meet the requirements outlined by the General Data Protection Regulation (GDPR) legislation.",
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  },
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    "tier": "claimed-docs",
    "url": "https://mixpanel.com",
    "excerpt": "Close the gap between shipping fast and shipping right by designing, running, and analyzing tests and rollouts in the same place you do all your analytics.",
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    "url": "https://mixpanel.com",
    "excerpt": "Connect your product data to your company strategy in one interactive view, so teams can align faster, act with confidence",
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    "url": "https://mixpanel.com",
    "excerpt": "Diagnose what changed, and why, in seconds, delivered as a dashboard you and your team can keep working from.",
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    "url": "https://docs.mixpanel.com",
    "excerpt": "Properties allow you to create groups of users (aka cohorts) and also enable you to filter for certain events or users.",
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  },
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    "id": "mixpanel-docs-17",
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    "url": "https://docs.mixpanel.com/docs/export-methods.md",
    "excerpt": "To export raw event data, use the Raw Event Export API... This method is recommended for high volume exports.",
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  },
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    "id": "mixpanel-docs-18",
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    "url": "https://docs.mixpanel.com/reference/raw-event-export.md",
    "excerpt": "Every data point sent to Mixpanel is stored as JSON in our data store.",
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    "url": "https://docs.mixpanel.com/docs/mcp.md",
    "excerpt": "you can query events, funnels, flows, retention, session replays, and more using natural language — no dashboard navigation required.",
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    "url": "https://mixpanel.com",
    "excerpt": "Signups dipped 19% last week — a brief pullback against otherwise steady growth.",
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    "url": "https://mixpanel.com",
    "excerpt": "Use AI to spot trends across hundreds of replays and heatmaps, then zoom in yourself to get to the “why” behind every change.",
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    "url": "https://mixpanel.com",
    "excerpt": "Connect your product data to your company strategy in one interactive view, so teams can align faster, act with confidence, and stay accountable to what moves the business forward.",
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    "url": "https://docs.mixpanel.com/docs/session-replay.md",
    "excerpt": "Now, with Mixpanel Session Replay, you can quickly follow up by exploring **why** customers drop off.",
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    "id": "mixpanel-docs-24",
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    "url": "https://docs.mixpanel.com/docs/tracking-methods/warehouse-connectors.md",
    "excerpt": "With Warehouse Connectors, you can sync data from data warehouses like Snowflake, BigQuery, Databricks, Redshift, and Postgres to Mixpanel.",
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  },
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    "url": "https://docs.mixpanel.com/docs/export-methods.md",
    "excerpt": "You can export data from your project using a variety of methods, including lightweight CSVs generated from the UI, large volume raw data export from our APIs",
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    "url": "https://docs.mixpanel.com/docs/mcp.md",
    "excerpt": "Once connected, you can query events, funnels, flows, retention, session replays, and more using natural language — no dashboard navigation required.",
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    "url": "https://mixpanel.com",
    "excerpt": "Save playlists of replays based on events or properties, and quickly review with AI summaries, making it easy to revisit groups of replays that matter to you over time.",
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    "url": "https://docs.mixpanel.com/docs/session-replay.md",
    "excerpt": "you can quickly follow up by exploring **why** customers drop off",
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    "url": "https://docs.mixpanel.com/docs/session-replay.md",
    "excerpt": "teams can manage Session Replay sampling directly from the Mixpanel UI — no code changes or redeployment required",
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    "url": "https://docs.mixpanel.com/docs/export-methods.md",
    "excerpt": "You may export small batches of events as a CSV for use in quick analysis by navigating to the Events tab",
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    "id": "mixpanel-docs-31",
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    "url": "https://docs.mixpanel.com/reference/raw-event-export.md",
    "excerpt": "The raw export API allows you to download your event data as it is received and stored within Mixpanel",
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    "url": "https://docs.mixpanel.com/docs/mcp.md",
    "excerpt": "you can query events, funnels, flows, retention, session replays, and more using natural language — no dashboard navigation required",
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    "url": "https://docs.mixpanel.com/docs/session-replay.md",
    "excerpt": "with Mixpanel Session Replay, you can quickly follow up by exploring **why** customers drop off.",
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  },
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    "id": "mixpanel-docs-34",
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    "url": "https://docs.mixpanel.com/docs/tracking-methods/warehouse-connectors.md",
    "excerpt": "you can sync data from data warehouses like Snowflake, BigQuery, Databricks, Redshift, and Postgres to Mixpanel.",
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    "url": "https://docs.mixpanel.com/docs/export-methods.md",
    "excerpt": "To export raw event data, use the Raw Event Export API. ... This method is recommended for high volume exports.",
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    "id": "mixpanel-docs-36",
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    "url": "https://docs.mixpanel.com/reference/overview.md",
    "excerpt": "Use the Feature Flags API to assign your users to variants for experiments, rollout, and releases.",
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    "url": "https://docs.mixpanel.com/docs/reports/apps/jql.md",
    "excerpt": "Create custom queries using Javascript code",
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    "url": "https://docs.mixpanel.com/docs/privacy.md",
    "excerpt": "Mixpanel provides you with the option to process and store your customers' personal data in Europe via our EU Data Residency Program.",
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    "url": "https://docs.mixpanel.com/reference/query-api.md",
    "excerpt": "The Mixpanel Query API endpoints can: Filter or break down Events * Return user profiles. * Return an activity/event stream for a user. * Return a cohort of users.",
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    "url": "https://docs.mixpanel.com/docs/reports/apps/jql.md",
    "excerpt": "The JQL JavaScript code must define a main() function. This JavaScript will be compiled, and the main() function will be executed by the query engine.",
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    "url": "https://docs.mixpanel.com",
    "excerpt": "It enables you to track how users engage with your product and analyze this data with interactive reports that let you query and visualize the results with just a few clicks.",
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    "url": "https://docs.mixpanel.com/docs/session-replay.md",
    "excerpt": "Mixpanel Session Replay provides the fastest way to gain a comprehensive understanding of your customers and make informed product decisions",
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    "url": "https://docs.mixpanel.com/reference/query-api.md",
    "excerpt": "The Query API allows you to obtain the same calculated and formatted results that you see from a report in our web app.",
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    "url": "https://mixpanel.com",
    "excerpt": "Agents monitor your product continuously, surface insights before you think to ask, and tell your team exactly what to do next.",
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    "url": "https://mixpanel.com",
    "excerpt": "Discover critical drop-off points and calibrate user journeys to optimize every touchpoint for maximum engagement, retention, and growth.",
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    "url": "https://news.ycombinator.com/item?id=46066522",
    "excerpt": "Mixpanel's breach disclosure was widely criticized as vague and poorly written, not disclosing what systems were accessed, what data was exposed, or the scale, in contrast to OpenAI's more detailed notice about the same incident.",
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    "id": "mixpanel-comm-2",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=46066522",
    "excerpt": "OpenAI: 'On November 9, 2025, Mixpanel became aware of an attacker that gained unauthorized access to part of their systems and exported a dataset containing limited customer identifiable information and analytics information.'",
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    "id": "mixpanel-comm-3",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=46066522",
    "excerpt": "After reviewing the Mixpanel security incident, 'OpenAI has terminated its use of Mixpanel' as a vendor, citing accountability for the highest bar of security and privacy.",
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    "id": "mixpanel-comm-4",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=46066522",
    "excerpt": "Mixpanel performed global password resets for all employees following the smishing (SMS phishing) attack that led to unauthorized data export, suggesting employee credentials were compromised.",
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    "id": "mixpanel-comm-5",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=40432213",
    "excerpt": "Ex-Mixpanel employee and current customer: 'I wish Mixpanel wasn't this expensive for a few 1000 users. But like any company in an economic market, they'll charge for what customers will bear.'",
    "fetchedAt": "2026-09-04T00:28:00.169Z"
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    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=40432213",
    "excerpt": "User dropped Mixpanel after free startup package expired because it would have cost '$x,000 per month' and they weren't getting enough value from it despite wanting funnels and user journey tracking.",
    "fetchedAt": "2026-09-04T00:28:00.169Z"
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    "id": "mixpanel-comm-7",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=40432213",
    "excerpt": "'Mixpanel has the most obscure pricing model of any SAAS i've ever tried to integrate with... When we upgraded from their free tier to a paid tier we were DOWNGRADED from 20M events a month to 10K events a month.'",
    "fetchedAt": "2026-09-04T00:28:00.169Z"
  },
  {
    "id": "mixpanel-comm-8",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=40432213",
    "excerpt": "To match the free tier's 20M events on a paid plan would cost '$2,289 USD / month'; user cancelled paid plan and reverted to free tier, then searched for alternatives.",
    "fetchedAt": "2026-09-04T00:28:00.169Z"
  },
  {
    "id": "mixpanel-comm-9",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=40432213",
    "excerpt": "Group-level/account-level analytics useful for B2B SaaS is 'tucked away on one of Mixpanel's higher price plans,' limiting access for smaller customers.",
    "fetchedAt": "2026-09-04T00:28:00.169Z"
  },
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    "id": "mixpanel-comm-10",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=15849662",
    "excerpt": "A company reported spending $240K/year on Mixpanel, prompting them to build a replacement using BigQuery and Kubernetes to save money at scale.",
    "fetchedAt": "2026-09-04T00:28:00.169Z"
  },
  {
    "id": "mixpanel-comm-11",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=15849662",
    "excerpt": "Commenter's caution: 'Beware of thinking you can do this for $X,000/year on your own... Mixpanel does a LOT more than this tool... there's a reason Mixpanel has so many engineers.'",
    "fetchedAt": "2026-09-04T00:28:00.169Z"
  },
  {
    "id": "mixpanel-comm-12",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=15849662",
    "excerpt": "'Getting a front end anywhere near as slick and powerful as Mixpanel's is an even bigger challenge than the data pipeline... I've seen PMs spend hours in mixpanel quickly generating custom report after custom report.'",
    "fetchedAt": "2026-09-04T00:28:00.169Z"
  },
  {
    "id": "mixpanel-comm-13",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=15849662",
    "excerpt": "Complaint about vendor lock-in: 'The tool is lovely, their export policy is great, but there's something about actually owning your data' — users often end up re-exporting Mixpanel data to their own warehouse anyway.",
    "fetchedAt": "2026-09-04T00:28:00.169Z"
  },
  {
    "id": "mixpanel-comm-14",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=15849662",
    "excerpt": "Tip for controlling costs: 'The easy and cheap way to keep mixpanel cost under control is sample events or send only unique events per session.' Another user reported saving 60% by limiting event frequency per user.",
    "fetchedAt": "2026-09-04T00:28:00.169Z"
  },
  {
    "id": "mixpanel-comm-15",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=3740822",
    "excerpt": "On Mixpanel's Flow feature: 'This is the coolest thing I have seen in Analytics for a long time. This really gets to the heart of most of the information you need on user flows and its fast and clear.'",
    "fetchedAt": "2026-09-04T00:28:00.169Z"
  },
  {
    "id": "mixpanel-comm-16",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=3740822",
    "excerpt": "Paying Mixpanel customer feedback on Flow: 'My biggest request is the same as the biggest request for the rest of Mixpanel: remove the wall between page views and other events.'",
    "fetchedAt": "2026-09-04T00:28:00.169Z"
  },
  {
    "id": "mixpanel-comm-17",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=3740822",
    "excerpt": "Usability complaints about Flow's hover-based UI: 'Requires too much effort (rolling over hover states) to dig out information' and is 'Very difficult to use on iPad... hard to hit the red part of the circle.'",
    "fetchedAt": "2026-09-04T00:28:00.169Z"
  },
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    "id": "mixpanel-comm-18",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=2852415",
    "excerpt": "Mixpanel rewrote their event-ingestion server from Erlang to Python after two years, citing that 'the code has become difficult to maintain. No one on our team is an Erlang expert.'",
    "fetchedAt": "2026-09-04T00:28:00.169Z"
  },
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    "id": "mixpanel-comm-19",
    "tier": "community",
    "url": "https://news.ycombinator.com/item?id=2852415",
    "excerpt": "A Mixpanel team member responded to criticism explaining the original Erlang server was 'one of the very first things written when we started Mixpanel over 2 years ago' and had barely been touched despite scaling from 0 to thousands of requests per second.",
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  },
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    "id": "mixpanel-probe-1",
    "tier": "probe",
    "url": "https://docs.mixpanel.com/llms.txt",
    "excerpt": "PROBE llms.txt: HTTP 200 at https://docs.mixpanel.com/llms.txt # Mixpanel\n\n- [What is Mixpanel?](https://docs.mixpanel.com/docs/what-is-mixpanel.md): An introduction to Mixpanel produ",
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  },
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    "id": "mixpanel-probe-2",
    "tier": "probe",
    "url": "https://docs.mixpanel.com/openapi.json",
    "excerpt": "PROBE openapi: all candidate paths 404 (https://docs.mixpanel.com/openapi.json, https://docs.mixpanel.com/swagger.json, https://docs.mixpanel.com/api/openapi.json, https://docs.mixpanel.com/.well-known/openapi.json)",
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    "tier": "probe",
    "url": "https://docs.mixpanel.com/docs/mcp",
    "excerpt": "official MCP server documented at https://docs.mixpanel.com/docs/mcp",
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    "url": "https://mixpanel.com/partners/integrations",
    "excerpt": "mParticle is an AI Customer Data Platform that powers the entire marketing stack with real-time customer data. Companies like NBCUniversal, JetBlue, Venmo, and Airbnb use mParticle to simplify their customer data infrastructure, maximize the value of their data, and accelerate growth at scale. Over the last year, the company has raised $150M in funding and acquired two startups",
    "fetchedAt": "2026-09-11T20:10:39.272Z"
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    "id": "mixpanel-intdir-2",
    "tier": "claimed-docs",
    "url": "https://mixpanel.com/partners/integrations",
    "excerpt": "Census is the #1 Data Activation platform that unites revenue teams around a single source of truth in the cloud data warehouse. Our no-code audience builder and Reverse ETL connectors enable businesses to get the freshest data into their favorite tools like Mixpanel, Salesforce, HubSpot, Marketo, Notion, and Slack. Global enterprises like Mixpanel, Crocs, Sonos, Canva, and Cli",
    "fetchedAt": "2026-09-11T20:10:39.272Z"
  },
  {
    "id": "mixpanel-intdir-3",
    "tier": "claimed-docs",
    "url": "https://mixpanel.com/partners/integrations",
    "excerpt": "Vendo is a marketing data platform for growth teams. It connects the tools you already use — Shopify, Google Ads, Meta Ads, TikTok, Klaviyo, Stripe, HubSpot, and 600+ more sources — keeps one definition of customers and revenue, and syncs the result to the places your team works. For Mixpanel users, Vendo is a complete data pipeline: it collects events from commerce, advertisin",
    "fetchedAt": "2026-09-11T20:10:39.272Z"
  },
  {
    "id": "mixpanel-intdir-4",
    "tier": "claimed-docs",
    "url": "https://mixpanel.com/partners/integrations",
    "excerpt": "Citrusbug Technolabs is the leading software development provider for businesses worldwide. Established in 2013, Citrusbug Technolabs is a team of highly creative and innovative designers and developers. We provide top-notch solutions like custom software development, web application development, and mobile app development which are focused on Python, Vue, Angular, and ReactJS.",
    "fetchedAt": "2026-09-11T20:10:39.272Z"
  },
  {
    "id": "mixpanel-intdir-5",
    "tier": "claimed-docs",
    "url": "https://docs.mixpanel.com/docs/tracking-methods/warehouse-connectors.md",
    "excerpt": "SET CHANGE\\TRACKING = TRUE; # or ALTER VIEW SET CHANGE\\TRACKING = TRUE; \\\\\\ Mixpanel will create and manage the necessary STREAM objects in the \\MIXPANEL\\ schema created in \\Step 1. \\\\Considerations when using Mirror with Snowflake:\\\\ \\ Snowflake Streams only maintain change tracking metadata for a limited number of days determined by the larger of \\DATA\\\\\\RETENTION\\\\\\TIME\\\\\\IN",
    "fetchedAt": "2026-09-11T20:10:39.272Z"
  },
  {
    "id": "mixpanel-intdir-6",
    "tier": "claimed-docs",
    "url": "https://docs.mixpanel.com/docs/tracking-methods/warehouse-connectors.md",
    "excerpt": "SET TBLPROPERTIES (delta.enableChangeDataFeed = true); \\\\\\ \\\\Considerations when using Mirror with Databricks:\\\\ \\ Mirror is not supported on views in Databricks \\ Databricks Change Data Feed only maintains change history for a limited number of days determined by \\delta.logRetentionDuration\\ (default is 30 days). Make sure that the Mixpanel sync does not go longer than this nu",
    "fetchedAt": "2026-09-11T20:10:39.272Z"
  }
]