amplitude-event-taxonomy

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Canonical Amplitude event + capability reference for Mixmax — the single source of truth for which events mean what, how they roll up into the 11 product capabilities at gp:domain grain, and how events→groups→adoption-tier produce the product-engagement narrative. Load FIRST on any Amplitude / product-usage question. Defines the Mixmax prod project (130895), gp:domain grain, universal filters, the Tier 1/2/3 event registry with traps, the 11-capability rubric and its raw-event mapping, adoption tiers (Power/Established/Emerging/Dormant/Untouched/Never-adopted), the 12-week trend classifier, Ghost-Active + Aero-False-Negative detectors, the conversion funnel + aha moments, and paid productIds. Trigger on Amplitude, product usage, product engagement, events, event taxonomy, 'what event should I use', 'is this event reliable', gp:domain, 11-capability rubric, adoption tier, ghost active, Aero false negative, WAU, DAU, activation, aha moment, signups, conversion to paid, or any product-analytics question.

heath-gtm By heath-gtm schedule Updated 6/5/2026

name: amplitude-event-taxonomy description: >- Canonical Amplitude event + capability reference for Mixmax — the single source of truth for which events mean what, how they roll up into the 11 product capabilities at gp:domain grain, and how events→groups→adoption-tier produce the product-engagement narrative. Load FIRST on any Amplitude / product-usage question. Defines the Mixmax prod project (130895), gp:domain grain, universal filters, the Tier 1/2/3 event registry with traps, the 11-capability rubric and its raw-event mapping, adoption tiers (Power/Established/Emerging/Dormant/Untouched/Never-adopted), the 12-week trend classifier, Ghost-Active + Aero-False-Negative detectors, the conversion funnel + aha moments, and paid productIds. Trigger on Amplitude, product usage, product engagement, events, event taxonomy, 'what event should I use', 'is this event reliable', gp:domain, 11-capability rubric, adoption tier, ghost active, Aero false negative, WAU, DAU, activation, aha moment, signups, conversion to paid, or any product-analytics question.

Amplitude Event Taxonomy — Single Source of Truth

The Amplitude counterpart to sfdc-field-library. Every product-usage analyst, brief, and report reads event meaning from THIS file. No skill makes its own event decisions. The goal is apples-to-apples consistency: the same event always means the same thing, the same capability always rolls up the same raw events, and the same counts always produce the same narrative.

Skills that inherit from this canonical: amplitude-analyst, product-engagement-story, amplitude-guide, account-health-monitor, and every report that reads product usage (weekly/monthly/quarterly-gtm-report STEP 0 load this file).


1. Project + grain conventions (fixed)

  • Project: Mixmax production, projectId 130895. Always confirm with get_context at session start.
  • Account grain: gp:domain (group-property domain). An "account's" usage = the gp:domain segment equal to the account's Account.Website-derived domain (lower-cased, protocol/path stripped). Cross-walk to SFDC via sfdc-field-library § 10.
  • Default window: Last 12 Weeks, interval: 7 (weekly buckets).
  • Default metric: uniques, countGroup: "User" (unique users per capability per week).
  • Tooling: query_dataset for custom funnels / event segmentation; query_chart / query_charts to inspect existing charts.

2. Universal filters (apply to EVERY analysis — no exceptions)

Filter How Why
Exclude Mixmax test users userdata_cohort is not vbyym9zo Test accounts pollute every metric
Exclude auto-connected integrations on Connected Third-Party Integration, exclude google + microsoft These are auth methods, not real integrations

3. The method — events → groups → narrative (this is the thing we keep)

This is the durable methodology the whole product-usage layer is built on. Do not deviate from it.

  1. Events — pull raw instrumented events (§6 registry), each with its required filter (unfiltered events are noise).
  2. Groups — roll raw events up into the 11 capabilities (§4) at gp:domain grain, weekly uniques over 12 weeks.
  3. Tier — classify each capability into an adoption tier (§5) using adoption_rate = UA_latest / _active_latest.
  4. Trend — classify each capability's 12-week trend (§5): last-4-week avg vs prior-8-week avg.
  5. Overrides — run the two detectors (§5): Ghost-Active and Aero False-Negative.
  6. Narrative + verdict — synthesize the tiers/trends into a plain-English story a rep trusts (because the counts are visible) and a verdict picklist value. Lead with what's adopted + rising, name the onboarding gap (Untouched/Never), and surface new-user activation.

The narrative's credibility comes from the counts being inspectable — never assert a tier without the underlying weekly uniques.

4. The 11-capability rubric (canonical roll-up)

Each capability is a group of one or more raw events at gp:domain grain. Mapping to the instrumented events (§6); where the exact event is not yet codified it is marked (confirm) — fill from the live project rather than guessing.

# Capability Raw event(s) + required filter
1 Email sends (baseline activity) Sent email on server (always filtered; plain sends are noise)
2 Sequences SequenceServer_ActivateRecipients_Activated + Sequences_Sequence_Created (creation ≠ activation)
3 Templates Template with action = "create", and/or Sent email on server with withTemplate = true
4 AI follow-ups Sent email on server with relatedMixmaxInsights[] (Todo / Smart Follow-up)
5 AI Compose AI-drafted outbound (confirm exact event/property)
6 Calendar enhancements Sent email on server where calendarEnhancementTypes contains calendarlink/availability/event/groupscheduling. Trap: default_calendarlink_in_signature alone is passive — NOT a real enhancement. Also Calendar_Meeting_Confirmed (outcome) and meeting templates with action = updated (setup done)
7 Meeting Copilot — recording MeetingCopilot_Summary_Attempt
8 Meeting Copilot — transcripts MeetingCopilot_Summary_Accessed / MeetingCopilot_Summary_SharedEmail_Sent
9 Smart Send AI (send-time optimization) (confirm exact event/property)
10 Sequence-server activations SequenceServer_ActivateRecipients_Activated (automated rep activation)
11 Baseline _active any product engagement at all — the denominator for adoption_rate and the Ghost-Active comparator

Capabilities 5 and 9 are named in the rubric but their exact instrumented events are not in the registry yet (the original RUBRIC.md / AMPLITUDE_QUERY.md companion files were never committed). Confirm against the live project and update this table — this canonical is where that mapping should live.

5. Tiers, trend, overrides, verdict

Per-capability adoption tier (from adoption_rate = UA_latest / _active_latest): Power · Established · Emerging · Dormant · Untouched · Never-adopted.

Exact numeric cutoffs lived in the un-committed RUBRIC.md. Set + record the cutoffs here so every skill tiers identically; until then, tiers are qualitative (Power = heavy/consistent, Established = regular, Emerging = recent/growing, Dormant = was-active-now-decaying, Untouched = zero this window but adopted before, Never-adopted = never seen).

12-week trend: Rising / Flat / Declining / Collapsed (and Zero when all weeks are 0). Classifier: compare last-4-week average to prior-8-week average.

Override detectors (locked — inherited by amplitude-analyst & product-engagement-story):

  • Ghost-Active_active baseline is healthy but every other capability is ~zero. Seats log in; no value created. → play = activation_rescue; force the ghost-active banner.
  • Aero False-NegativeAero_Product_Engagement_Score__c at floor (e.g. 0.33 / 28.05) but real sustained capability adoption present. → promote_in_queue; tag "AERO FALSE NEGATIVE"; force into the rep's top-N regardless of composite.

Both overrides append a row to Revenue Reviews/aero_feedback_queue/{YYYY-MM}.tsv (lock-in #8).

Verdict picklist (writeback to Account.Product_Engagement_Verdict__c): Healthy / Established / Emerging / GHOST_ACTIVE / AERO_FALSE_NEGATIVE / NO_DATA / Truly Dead. NO_DATA when _active has zero non-zero weeks in the window (return explicitly, never guess).

6. Event registry

Tier 1 — Core funnel events (reliable, curated)

Event Meaning Key properties
Signup (server) User signed up isFirstWorkspaceAdmin, leadSource, viralSource, jobRole, experimentVariant, signupPrimaryService
Plan changed Payment / plan change productId (paid values in §7)
ShoppingCart_ProductComparison_PageLoaded Viewed pricing/comparison 29% of buyers hit this before any feature
ShoppingCart_Summary_PageLoaded Viewed checkout summary purchase-intent
ShoppingCart_PayNow_Clicked Clicked pay direct purchase-intent
Billing - purchase / Billing - purchased for Purchase confirmed final conversion

Tier 2 — Activation & feature events (need specific filters)

Event Meaning Trap
Sent email on server Email sent via Mixmax MUST filter (sequence/template/calendar/insight). Never analyze unfiltered.
SequenceEditor_ConfirmActivateSequence_Clicked Sequence activated Aha #1 — strongest payment predictor
SequenceServer_ActivateRecipients_Activated Server-side sequence activation pair with above
Sequences_Sequence_Created Sequence created creation ≠ activation
Connected Third-Party Integration 3rd-party connected exclude google/microsoft (universal); signal: linkedin, salesforce, hubspot, zoom
Template Template used filter action = "create" for real creation
meeting templates Calendar setup done MUST filter action = updated
MeetingCopilot_Summary_Attempt / _Accessed / _SharedEmail_Sent Meeting Copilot usage low volume / niche
Workspace_Member_Added Team member added expansion signal
Tasks Tasks usage filter action = "completed task"
Rules Automation rules filter action = 'activate'
Calendar_Meeting_Confirmed Meeting booked via Mixmax value/outcome signal
Installed extension / Clicked install extension Extension install (confirmed / proxy) setup moment
Viewed message tracking details Checks tracking in Gmail engagement signal
App_Navigation_PageLoaded Navigation journey only, NOT conversion

Tier 3 — Noise (warn or exclude)

Onboarding_Step_Shown/_Finished, OnboardingHub_*, Dashboard onboarding finished, Created profile (exception: hasExtensionInstalled = true = setup moment), Created workspace, Message sent via Mixmax Lite, Calendar inserted, User_Levers_Changed, Sent email on server (unfiltered), Shared conversations/Sent sidechat message (filter action = "added comment" for real usage), Gmail UI performance events, LayoutMigration_*, ImportContacts_*.

7. Conversion funnel, aha moments, paid plans

Aha moments (predict payment):

  • Aha #1 — Sequence activation: SequenceEditor_ConfirmActivateSequence_Clicked or SequenceServer_ActivateRecipients_Activated31% conversion, strongest predictor.
  • Aha #2 — Action taken (Todo / Smart Follow-up): instrumented from Feb 18, 2026 onward (no data before).
  • Aha #3 — Email with calendar enhancement (see §4 cap 6 trap).

Self-serve funnel: Signup (server) (filter isFirstWorkspaceAdmin = True for first-admins) → pricing/cart Tier-1 events → Plan changed / Billing - purchase.

Paid productId values (count as paid on Plan changed): [gen1-inbox-copilot], [gen1-engagement-copilot], [gen1-meeting-copilot], [gen1-bundle], and their custom-branding-addon combinations; legacy mixmaxEnterpriseAnnualOct2017, mixmaxProfessionalAnnualOct2017, mixmaxProfessionalMonthlyOct2017. Exclude trials ([gen1-bundle-trial], [gen1-inbox-copilot-trial]), free/downgrades ([gen1-free], Free, []), and direct-sales ([gen1-copilots-for-teams, gen1-custom-branding-addon]) when measuring self-serve paid conversion.

8. New-user signals (lock-in #18)

new_users_14d, new_users_30d per gp:domain via first-seen analysis. Used by the Daily Drop (lead ranking) and onboarding-gap outreach: surface new signups at customer accounts and whether each activated within 7 days.

9. Inheritance + lock-ins

This file is the canonical; it inherits nothing and is inherited by everything product-usage. Related lock-ins: #8 (aero_feedback_queue row format), #14 (play-type override contract — Ghost-Active / Aero-False-Negative), #18 (new-user signal). SFDC field cross-walk (Website→gp:domain, PES + writeback fields) lives in sfdc-field-library.

10. When NOT to use

  • For SFDC field meaning → sfdc-field-library.
  • For the rendered per-account card / verdict flow → product-engagement-story (this file is the reference it reads).
  • For running a specific account's story → amplitude-analyst.
  • For ad-hoc funnel/recipe analysis → amplitude-guide.
Install via CLI
npx skills add https://github.com/heath-gtm/Skill-Builder --skill amplitude-event-taxonomy
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