UBA RESEARCHBEHAVIOR / SYSTEMS / DECISIONS
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BIBLIOGRAPHY / 384 UNIQUE SOURCES

引用与证据。

正文里每个关键事实尽量指向可核查的来源。这里按章节汇总；同一来源跨章使用时只计一次，优先归入首次引用的章节。

384 条引用

00 · 执行摘要 23 SOURCES

01 BLS — Software Developers bls.gov
02 Amplitude — Q2 2026 Financial Results investors.amplitude.com
03 Amplitude — Amplitude and Statsig amplitude.com
04 Contentsquare — Completes Acquisition of Heap contentsquare.com
05 Amplitude — Warehouse Native GA amplitude.com
06 Mixpanel — Warehouse Connectors docs.mixpanel.com
07 Mixpanel — Pricing docs.mixpanel.com
08 Heap — Pricing heap.io
09 Pendo — Pricing pendo.io
10 B 站 — 埋点分析平台的构建之路 zhuanlan.zhihu.com
11 神策数据 — 阿里云云市场 market.aliyun.com
12 阿里云 — Quick Tracking 版本规格 alibabacloud.com
13 火山引擎 — DataFinder 计费规则 docs.volcengine.com
14 GrowingIO — 公司介绍 growingio.com
15 ThinkingAI — 品牌升级 thinkingai.cn
16 PostHog — GitHub github.com
17 Snowplow — Documentation docs.snowplow.io
18 Matomo — Documentation matomo.org
19 ClickHouse — Documentation clickhouse.com
20 Apache Doris — Documentation doris.apache.org
21 StarRocks — Documentation docs.starrocks.io
22 PIPL 全文 cac.gov.cn
23 促进和规范数据跨境流动规定 cac.gov.cn

01 · 市场地图 36 SOURCES

01 Amplitude — Pricing amplitude.com
02 Amplitude — Q4/FY2025 Financial Results amplitude.gcs-web.com
03 Amplitude — LLM data docs amplitude.com
04 Amplitude — acquires Command AI amplitude.com
05 Amplitude — acquires Kraftful amplitude.com
06 Amplitude — acquires InfiniGrow amplitude.com
07 Amplitude pricing history (third-party) votefirst.app
08 Mixpanel — Pricing mixpanel.com
09 Mixpanel — legacy MTU billing docs.mixpanel.com
10 Mixpanel — acquires DoubleLoop mixpanel.com
11 PostHog — Product Analytics Pricing posthog.com
12 Heap — Connect heap.io
13 Contentsquare — AI-first experience platform contentsquare.com
14 Pendo — acquires Chisel Labs pendo.io
15 Pendo — Novus open beta pendo.io
16 FullStory — acquires Usetiful markets.businessinsider.com
17 Glassbox — acquired by Alicorn glassbox.com
18 GA4 — Data retention support.google.com
19 GA4 — Data sampling support.google.com
20 GA4 — BigQuery Export support.google.com
21 GA4 360 pricing model — Cardinal Path cardinalpath.com
22 Adobe — Analytics Product Description helpx.adobe.com
23 Twilio — Q2 2026 Earnings Call fool.com
24 IDC — 中国 BI 与分析软件市场（2024） secrss.com
25 Gartner — Market Share: Data and Analytics Software, Worldwide, 2024 gartner.com
26 Gartner MQ 2025 — Oracle press release nasdaq.com
27 IDC — Worldwide BI & Analytics Software Forecast 2025–2029 my.idc.com
28 P&S/GII — Product Analytics Market giiresearch.com
29 深交所 — 神策授权成交公示 ebs.szse.cn
30 中国大地保险 — 2026 埋点分析系统招标 jinrongzhaobiao.com
31 ThinkingAI — 私有化部署 thinkingai.cn
32 金杜 — 容联云私有化 kingandwood.com
33 易观数科 — 官网 analysysdata.com
34 火山引擎 — DataFinder 云托管说明 docs.volcengine.com
35 神策 — Sensors AI 1.0 发布会报道 geekpark.net
36 网易云音乐 — 全链路埋点管理平台 server.it168.com

02 · 国际商业平台（上） 29 SOURCES

01 Amplitude — Product Index (llms.txt) amplitude.com
02 Amplitude — Autocapture amplitude.com
03 Amplitude — Feature Experimentation amplitude.com
04 Statsig — Statsig is joining OpenAI statsig.com
05 Mixpanel — Autocapture docs.mixpanel.com
06 Mixpanel — EU Residency docs.mixpanel.com
07 Mixpanel — Lexicon docs.mixpanel.com
08 Mixpanel — Experiments docs.mixpanel.com
09 Mixpanel — MCP Connections docs.mixpanel.com
10 Mixpanel — Metric Trees mixpanel.com
11 Bain Capital — Mixpanel $200M Investment baincapitaltechopportunities.com
12 Contentsquare — Product Analytics contentsquare.com
13 Contentsquare — CSQ SDK Upgrade from Heap docs.contentsquare.com
14 Contentsquare — Acquires Loris AI contentsquare.com
15 Contentsquare — Pricing contentsquare.com
16 Contentsquare — Trust Portal trust.contentsquare.com
17 Heap — Capture heap.io
18 Heap — Developer Docs developers.heap.io
19 SiliconANGLE — Contentsquare Raises $600M siliconangle.com
20 Pendo — Trust pendo.io
21 Pendo — Global Data Hosting support.pendo.io
22 Pendo — Track Events support.pendo.io
23 Pendo — Product Analytics pendo.io
24 Pendo — Pendo Free pendo.io
25 Pendo — Acquires Zelta AI pendo.io
26 Pendo — Acquires Forwrd.ai pendo.io
27 Pendo — Guide Experiments pendo.io
28 FinSMEs — Pendo Raises $150M Series F finsmes.com
29 Pendo — Product Collective acquisition pendo.io

03 · 国际商业平台（下） 40 SOURCES

01 FullstoryFree Plan help.fullstory.com
02 Choosing a Fullstory plan type help.fullstory.com
03 Fullstory Private by Default help.fullstory.com
04 Fullstory Data Residency help.fullstory.com
05 Does Fullstory work with native mobile apps? help.fullstory.com
06 Overview of StoryAI help.fullstory.com
07 Fullstory Unveils AI Agent-Powered Behavioral Data Solutions fullstory.com
08 LogRocket Pricing logrocket.com
09 LogRocket Galileo AI product page logrocket.com
10 LogRocket Issues 2026 docs.logrocket.com
11 LogRocket Privacy docs.logrocket.com
12 LogRocket FAQ docs.logrocket.com
13 LogRocket Mobile Feature Support docs.logrocket.com
14 LogRocket Extended Session Retention docs.logrocket.com
15 Glassbox Strengthens Anomaly Detection with Acquisition of Anodot glassbox.com
16 Glassbox Platform glassbox.com
17 Glassbox Tagless Data Capture glassbox.com
18 Glassbox Digital Record Keeping glassbox.com
19 Glassbox Data Privacy & Security glassbox.com
20 Meet GIA — Glassbox Insights Assistant glassbox.com
21 Quantum Metric Raises $200 Million insightpartners.com
22 Quantum Metric Platform quantummetric.com
23 Quantum Metric Pricing quantummetric.com
24 Quantum Metric Mobile App Analytics quantummetric.com
25 Quantum Metric Session Replay quantummetric.com
26 Quantum Metric Felix Agentic GA quantummetric.com
27 GA4 About data thresholds support.google.com
28 GA4 360 feature limits support.google.com
29 Firebase BigQuery export firebase.google.com
30 What's new in Google Analytics support.google.com
31 Google Consent Mode developers.google.com
32 Customer Journey Analytics Product Description helpx.adobe.com
33 Migrating from Adobe Analytics to CJA experienceleague.adobe.com
34 Adobe AEP AI Assistant GA news.adobe.com
35 Twilio Concludes Operational Review of Segment twilio.com
36 Twilio Segment Pricing segment.com
37 Segment Data Warehouses twilio.com
38 Segment Identity Resolution twilio.com
39 Segment Regional twilio.com
40 PostHog — How much does Google Analytics cost? posthog.com

04 · 中国商业平台 28 SOURCES

01 神策数据 — 官网首页 sensorsdata.cn
02 神策数据 — Sensors AI 产品页 sensorsdata.cn
03 财联社 — 神策数据完成 2 亿美元 D 轮融资 m.cls.cn
04 GrowingIO — 官网首页 growingio.com
05 GrowingIO — 分析云 V4.13 发布说明 growingio.com
06 诸葛智能 — 官网 zhugeio.com
07 中华网财经 — 容联云想靠 AI 翻盘（2025-08-29） finance.china.com
08 易观分析 — 官网 analysys.cn
09 易观方舟 — 智能运营价格页 analysysdata.com
10 ThinkingAI — 官网首页 thinkingai.cn
11 TalkingData — 官网首页 talkingdata.com
12 TalkingData — 监测分析与营销增长产品页 debug.talkingdata.com
13 火山引擎 — DataFinder 产品页 volcengine.com
14 DataFinder — 新客需知道（计费口径、ID、埋点） docs.volcengine.com
15 DataFinder — 费用、用量与使用咨询 docs.volcengine.com
16 火山引擎 — DataLeap 产品页 volcengine.com
17 阿里云 — Quick Tracking 产品计费说明 alibabacloud.com
18 阿里云 — Quick Tracking 快速接入 alibabacloud.com
19 阿里 UT 埋点接入文档 lemon-doc.faas.ele.me
20 阿里云开发者社区 — OneData 数据中台体系 developer.aliyun.com
21 友盟+ — 官网首页 umeng.com
22 友盟+ — 付费服务定价页 umeng.com
23 友盟+ — U-App 移动统计产品页 umeng.com
24 百度统计 — 产品首页 tongji.baidu.com
25 字节跳动大规模埋点数据治理实践（2021） techweb.com.cn
26 字节跳动埋点成本治理实践（2023） server.it168.com
27 美团点评前端无痕埋点实践（2017） tech.meituan.com
28 网易有数 BI — 定价页 youdata.netease.com

05 · 中国大厂自建 23 SOURCES

01 DataFinder 事件分析文档 docs.volcengine.com
02 DataFinder 广告监测文档 docs.volcengine.com
03 火山引擎 ByteHouse 产品页 volcengine.com
04 阿里云 Quick Tracking 埋点 API alibabacloud.com
05 腾讯云：互联网数据分析服务——腾讯灯塔（2024-10） cloud.tencent.cn
06 腾讯灯塔融合引擎的设计与实践（2023-02） cloud.tencent.cn
07 腾讯有数用户指南 lingshou.tencent.com
08 腾讯灯塔平台介绍 beacon-help.gitbook.io
09 腾讯有数数据上报指引 lingshou.tencent.com
10 MTFlexbox 自动化埋点探索（2019） tech.meituan.com
11 美团 BI 在指标平台和分析引擎上的探索和实践（2026） tech.meituan.com
12 滴滴出行指标标准化实践（2024-09） server.it168.com
13 DiDiPrism 小桔棱镜 GitHub github.com
14 DiDiPrism README raw.githubusercontent.com
15 DiDiPrism LICENSE（Apache-2.0） raw.githubusercontent.com
16 How DiDi Scaled to Hundreds of Petabytes with Apache Ozone news.apache.org
17 小红书湖仓架构的跃迁之路（2025-03） cloud.tencent.cn
18 B 站埋点分析平台的构建之路（专栏，抓取被风控） bilibili.com
19 B 站基于 ClickHouse 的海量用户行为分析应用实践（专栏，抓取被风控） bilibili.com
20 快手从 ClickHouse 到 Apache Doris 的百 PB、200+ 集群迁移实践（2026-07） cloud.tencent.com.cn
21 京东零售流量资产湖仓架构转型（2025-01） developer.jdcloud.com
22 京东开放平台：数据上报（含 2024-03 曝光口径） opendoc.jd.com
23 网易有数 BI 个人版 youdata.netease.com

06 · 开源方案（上） 49 SOURCES

01 PostHog raises a series D (and a small C) posthog.com
02 PostHog "E"xciting news: Series E posthog.com
03 History of PostHog — Hogpedia posthog.com
04 PostHog Pricing posthog.com
05 PostHog Pricing (Markdown, per-unit rates) posthog.com
06 PostHog Self-host docs posthog.com
07 PostHog architecture posthog.com
08 PostHog LICENSE github.com
09 PostHog Desktop posthog.com
10 PostHog Platform Packages posthog.com
11 Snowplow About us snowplow.io
12 Snowplow Pricing snowplow.io
13 Snowplow Newsroom snowplow.io
14 Snowplow LICENSE (root, Apache-2.0) github.com
15 Snowplow licensing overview docs.snowplow.io
16 Snowplow pipeline docs docs.snowplow.io
17 Snowplow Limited Use License snowplow.io
18 Snowplow Limited Use License 1.1 (docs) docs.snowplow.io
19 Jitsu Pricing jitsu.com
20 Jitsu LICENSE (MIT) github.com
21 Jitsu vs RudderStack: Licence and Price jitsu.com
22 RudderStack Pricing rudderstack.com
23 RudderStack Architecture rudderstack.com
24 RudderStack LICENSE (Elastic License 2.0) github.com
25 RudderStack Blog rudderstack.com
26 Matomo Pricing matomo.org
27 Matomo About matomo.org
28 Matomo GitHub repository (GPL-3.0) github.com
29 Matomo auto-archiving docs matomo.org
30 Matomo Reseller Partner Programme (2026-09-01) matomo.org
31 Matomo Releases github.com
32 Umami Pricing umami.is
33 Umami Cloud vs self-hosted umami.is
34 Umami v3 announcement umami.is
35 Umami GitHub repository (MIT) github.com
36 Plausible Pricing plausible.io
37 Plausible Analytics plausible.io
38 Plausible Changelog plausible.io
39 Plausible GitHub repository (AGPL-3.0) github.com
40 Countly Pricing countly.com
41 Countly 26.01 new architecture countly.com
42 Countly LICENSE (AGPL-3.0 + Section 7) github.com
43 OpenReplay Pricing openreplay.com
44 OpenReplay GitHub repository (AGPL/MIT/ee) github.com
45 OpenReplay Docker deployment docs docs.openreplay.com
46 OpenReplay Releases github.com
47 Open Web Analytics Releases github.com
48 OWA LICENCE (GPL-2.0) github.com
49 AWS S3 Pricing aws.amazon.com

07 · 开源方案（下） 41 SOURCES

01 ClickHouse Pricing clickhouse.com
02 ClickHouse GitHub Repository github.com
03 ClickHouse MergeTree 文档 clickhouse.com
04 ClickHouse acquires HyperDX（2025-03-13） clickhouse.com
05 Langfuse joins ClickHouse（2026-01-16） python-sdk-v3.docs-snapshot.langfuse.com
06 ClickHouse ARR passes $350M（Dealroom，2026-08-25） dealroom.co
07 ClickHouse release 26.9（2026-09-23） clickhouse.com
08 ClickHouse Tops $250M ARR（BusinessWire，页面无法访问，待核实） businesswire.com
09 Apache Doris 官网 doris.apache.org
10 Apache Doris 4.x Overview doris.apache.org
11 Apache Doris Release Notes doris.apache.org
12 Apache Doris 4.0.0 Release doris.apache.org
13 SelectDB Enterprise 介绍 docs.selectdb.com
14 Apache Doris GitHub Repository github.com
15 StarRocks 官网 starrocks.io
16 StarRocks 4.1 Release Notes docs.starrocks.io
17 StarRocks LICENSE github.com
18 CelerData Rebrands as PhoenixAI（DBTA，2026-05-27） dbta.com
19 PhoenixAI raises $80M（SiliconANGLE，2026-06-11） siliconangle.com
20 Apache Druid 官网 druid.apache.org
21 Apache Druid Architecture druid.apache.org
22 Apache Druid 38.0.0 Release github.com
23 Imply 官网 imply.io
24 Apache Kafka 4.0.0 Release Announcement kafka.apache.org
25 Apache Kafka Downloads kafka.apache.org
26 KIP-98: Exactly Once Delivery and Transactional Messaging cwiki.apache.org
27 Apache Flink 官网 flink.apache.org
28 Flink Fault Tolerance Guarantees nightlies.apache.org
29 Flink Checkpoints nightlies.apache.org
30 Apache Iceberg 1.12.0 Release github.com
31 Apache Iceberg Specification iceberg.apache.org
32 Apache Polaris 官网 polaris.apache.org
33 Databricks to Acquire Tabular databricks.com
34 Apache Superset 官网 superset.apache.org
35 Apache Superset 6.1.0 Release github.com
36 Metabase Pricing metabase.com
37 Metabase GitHub Repository github.com
38 GrowthBook Pricing growthbook.io
39 GrowthBook GitHub Repository github.com
40 GrowthBook 5.1.0 Release github.com
41 Grafana GitHub Repository github.com

08 · 核心模块（上） 46 SOURCES

01 Segment Spec Overview twilio.com
02 Segment Data Collection Best Practices twilio.com
03 Segment Tracking Plan twilio.com
04 Segment Schema Controls twilio.com
05 Segment MTUs, Throughput and Billing twilio.com
06 Segment Consent Management twilio.com
07 Segment Custom Domain twilio.com
08 PostHog Identifying Users posthog.com
09 PostHog Events posthog.com
10 PostHog Sessions posthog.com
11 PostHog Autocapture posthog.com
12 Amplitude Create a Tracking Plan amplitude.com
13 Amplitude Track Sessions amplitude.com
14 Amplitude Cross-device Identity amplitude.com
15 Amplitude Schema Settings amplitude.com
16 Mixpanel Sessions docs.mixpanel.com
17 Mixpanel Identifying Users docs.mixpanel.com
18 Mixpanel Event Approval docs.mixpanel.com
19 GA4 Event Naming Rules support.google.com
20 GA4 Sessions support.google.com
21 GA4 Reporting Identity support.google.com
22 Google Analytics SDK and User ID Policy developers.google.com
23 GA4 Measurement Protocol developers.google.com
24 GA4 Attribution Settings developers.google.com
25 Snowplow Schema Versioning docs.snowplow.io
26 Snowplow Identities: Merges docs.snowplow.io
27 Snowplow Identities: Unique Identifiers docs.snowplow.io
28 Snowplow Session Tracking docs.snowplow.io
29 Snowplow Late-arriving Data docs.snowplow.io
30 Snowplow Failed Events docs.snowplow.io
31 Avo Developer Overview avo.app
32 Open Data Contract Standard bitol-io.github.io
33 Google Consent Mode developers.google.com
34 Google EEA Consent Mode support.google.com
35 IAB Europe TCF 2.2 iabeurope.eu
36 EDPB Guidelines 05/2020 on Consent edpb.europa.eu
37 GDPR Full Text eur-lex.europa.eu
38 中华人民共和国个人信息保护法 npc.gov.cn
39 促进和规范数据跨境流动规定 gov.cn
40 Google Tag Gateway for Advertisers support.google.com
41 Privacy Sandbox: Next Steps privacysandbox.google.com
42 WebKit ITP: Full Third-Party Cookie Blocking webkit.org
43 Firebase Dynamic Links Deprecation FAQ firebase.google.com
44 微信小程序网络能力 developers.weixin.qq.com
45 微信小程序数据管理 developers.weixin.qq.com
46 HarmonyOS Analytics Kit 接入 developer.huawei.com

09 · 核心模块（下） 40 SOURCES

01 Amplitude — How Amplitude computes conversions through funnels amplitude.com
02 Amplitude — Interpret your retention analysis amplitude.com
03 Amplitude — Define a new cohort amplitude.com
04 Amplitude — Sessions, channels, and attribution amplitude.com
05 Amplitude — Manage privacy settings for Session Replay amplitude.com
06 Amplitude — Agent Modes amplitude.com
07 Amplitude — Specialized Agents overview amplitude.com
08 Amplitude — Sequential testing for statistical inference amplitude.com
09 Amplitude — Debut of Amplitude AI Agents, 2025-06-10 amplitude.com
10 Mixpanel — Funnels advanced concepts docs.mixpanel.com
11 Mixpanel — Funnels FAQ docs.mixpanel.com
12 Mixpanel — Retention docs.mixpanel.com
13 Mixpanel — Flows docs.mixpanel.com
14 Mixpanel — Cohorts docs.mixpanel.com
15 Mixpanel — Cohort Sync docs.mixpanel.com
16 Mixpanel — Session Replay docs.mixpanel.com
17 Mixpanel — Session Replay privacy controls docs.mixpanel.com
18 Mixpanel — Root Cause Analysis docs.mixpanel.com
19 Mixpanel — Mixpanel Agent docs.mixpanel.com
20 Mixpanel — Simpler pricing, 2025-02-03 mixpanel.com
21 PostHog — Funnels posthog.com
22 PostHog — Retention posthog.com
23 PostHog — User paths posthog.com
24 PostHog — Alerts posthog.com
25 PostHog — PostHog AI posthog.com
26 PostHog — 8 learnings from 1 year of agents, 2026-10-16 posthog.com
27 PostHog — Session replay privacy controls posthog.com
28 PostHog — Control which sessions you record posthog.com
29 PostHog — Heatmaps posthog.com
30 PostHog — Data pipelines (CDP) posthog.com
31 PostHog — Experiments posthog.com
32 Pendo — Guides overview support.pendo.io
33 Pendo — Session Replay privacy support.pendo.io
34 Pendo — Agent Mode, 2025-10-07 pendo.io
35 Google Analytics — Get started with attribution support.google.com
36 Google Analytics — Select attribution settings support.google.com
37 Apple — App Tracking Transparency developer.apple.com
38 Apple — AdAttributionKit developer.apple.com
39 Apple — SKAdNetwork developer.apple.com
40 mParticle — Documentation docs.mparticle.com

10 · 参考架构 27 SOURCES

01 Manage data with TTL (ClickHouse) clickhouse.com
02 CREATE VIEW (ClickHouse) clickhouse.com
03 ReplacingMergeTree table engine (ClickHouse) clickhouse.com
04 Parametric aggregate functions (ClickHouse) clickhouse.com
05 A practical introduction to primary indexes in ClickHouse clickhouse.com
06 How PostHog works: ClickHouse posthog.com
07 Snowplow Limited Use License FAQ docs.snowplow.io
08 Set up Snowplow Self-Hosted docs.snowplow.io
09 Introduction to the atomic events table (Snowplow) docs.snowplow.io
10 KIP-98: Exactly Once Delivery and Transactional Messaging cwiki.apache.org
11 KIP-405: Kafka Tiered Storage cwiki.apache.org
12 Stateful Stream Processing (Flink) nightlies.apache.org
13 Materialized View Overview (Apache Doris) doris.apache.org
14 Async Materialized View Overview (Apache Doris) doris.apache.org
15 Query Cache (StarRocks) docs.starrocks.io
16 Query queues (StarRocks) docs.starrocks.io
17 BigQuery pricing cloud.google.com
18 Snowflake pricing options snowflake.com
19 Guidance for Clickstream Analytics on AWS aws.amazon.com
20 Google Analytics 4 has replaced Universal Analytics support.google.com
21 Amplitude is acquiring Kraftful amplitude.com
22 CNIL: EDPB adopts guidelines on ePrivacy tracking scope cnil.fr
23 CNIL: cookie exemptions for audience measurement tools cnil.fr
24 Google Analytics: Consent Mode support.google.com
25 Google Analytics: IP handling for EU, Switzerland and UK support.google.com
26 Heap: Security and Privacy heap.io
27 GrowingIO: 私有化部署 growingio.com

11 · 选型与落地 2 SOURCES

01 NIST — Privacy Framework nist.gov
02 Pendo — Data Sync support.pendo.io

没有匹配的引用。