Measurement architecture

What we can measure, what is blocked and what comes next.

A presentation-ready view of the reporting system, followed by the complete source-of-truth registry for implementation and audit work. GreenPharms now adds an explicit first-party verification layer for agency-reported results.

Core measurement readiness

36%

64 of 179 core KPIs

Readiness counts live and derivable metrics. Optional advertising, commerce and lifecycle modules are excluded.

Defined measurement system

188

Version-controlled KPI definitions

Operational now

64

30 live · 34 derivable

API expansion backlog

62

Supported by connected or planned platforms

Instrumentation blockers

53

Events, tags, CRM or agency evidence needed

Brand readiness

Success is defined differently for each property.

GreenPharms is the flagship monitoring and agency-verification property. Operational readiness includes live and derivable KPIs, while optional modules remain excluded.

GreenPharms logo

Flagship property

GreenPharms

45%

Operational

Measure flagship dispensary demand, menu and location intent, then reconcile first-party evidence against Seedless reporting.

30

Live

33

Derivable

47

API

31

Blocked

Primary outcomes

15 defined

Location-page sessions

Planned API

Menu-page sessions

Planned API

Online-menu and order clicks

Needs instrumentation

Click-to-call actions

Needs instrumentation

Directions clicks

Needs instrumentation

Local dispensary-intent search clicks

Planned API

+ 9 additional primary outcome

CIGAWEEDS logo

Reporting property

CIGAWEEDS

34%

Operational

Measure whether product education and search discovery progress into retailer intent.

12

Live

23

Derivable

48

API

21

Blocked

Primary outcomes

5 defined

Arizona traffic share

Planned API

Retailers-page entries

Planned API

Sessions reaching Retailers

Planned API

Retailer CTA clicks

Needs instrumentation

Outbound retailer clicks

Needs instrumentation
The Marijuana Doctor logo

Reporting property

The Marijuana Doctor

33%

Operational

Measure whether patient-oriented traffic progresses into calls, appointments and qualified leads.

12

Live

23

Derivable

45

API

26

Blocked

Primary outcomes

7 defined

Arizona traffic share

Planned API

Click-to-call actions

Needs instrumentation

Appointment-page visits

Planned API

Appointment starts

Needs instrumentation

Appointment completions

Needs instrumentation

Qualified patient leads

Needs instrumentation

+ 1 additional primary outcome

Trap Culture logo

Reporting property

Trap Culture

33%

Operational

Measure whether editorial discovery progresses into events, audience growth and commerce pathways.

12

Live

24

Derivable

51

API

23

Blocked

Primary outcomes

4 defined

Discover clicks

Planned API

Event-page sessions

Planned API

Outbound ticket clicks

Needs instrumentation

Newsletter signups

Needs instrumentation

Implementation roadmap

Turn coverage into a working measurement product.

The sequence prioritizes available evidence, expands API coverage, adds independent GreenPharms verification, then instruments the brand-specific actions that determine business value.

1Now

Materialize derivable metrics

Convert the evidence already captured by GA4, GSC and Clarity into normalized weekly KPIs and comparison values.

2Next

Expand GA4 reporting requests

Add landing pages, source / medium, geography, devices, content groups and event-level detail.

3Next

Normalize Clarity behavior

Translate stored metric blocks into scroll depth, quick backs, dead clicks, rage clicks and page-level friction.

4Verify

Reconcile Seedless reporting

Import GreenPharms agency totals with their definitions intact and compare them against matching first-party GA4 and GSC periods.

5Instrument

Track brand conversion paths

Implement GreenPharms menu, call and directions events alongside retailer, appointment, ticket, newsletter, SMS and shop actions.

6Expand

Add technical health sources

Connect PageSpeed, Core Web Vitals, indexing, sitemap and priority URL inspection data.

7Optional

Activate secondary modules

Add advertising, commerce and lifecycle reporting only when those channels are operationally relevant.

Implementation states

Live is retrieved now; derivable needs calculation; planned API needs a new request; instrumentation needs a site, platform or agency-data change.

LiveDerivablePlanned APINeeds instrumentationOptional

Registry explorer

Inspect the measurement system.

The focused view shows executive and brand-primary KPIs. Switch to the full registry when implementation, diagnostic or agency reconciliation detail is needed.

50 matching KPIs

Executive

11 matching metrics

+
KPIStateTierSourcesBrandsDetails

Sessions

Total sessions during the reporting period.

LiveExecutiveGa4GreenPharms, CIGAWEEDS, The Marijuana Doctor, Trap Culture

Total users

Distinct users who visited during the reporting period.

LiveExecutiveGa4GreenPharms, CIGAWEEDS, The Marijuana Doctor, Trap Culture

Engaged sessions

Sessions GA4 classified as engaged.

LiveExecutiveGa4GreenPharms, CIGAWEEDS, The Marijuana Doctor, Trap Culture

Engagement rate

Share of sessions classified as engaged.

LiveExecutiveGa4GreenPharms, CIGAWEEDS, The Marijuana Doctor, Trap Culture

Organic sessions

Sessions attributed to organic search.

DerivableExecutiveGa4, DerivedGreenPharms, CIGAWEEDS, The Marijuana Doctor, Trap Culture

Search clicks

Clicks from Google Search results.

LiveExecutiveGscGreenPharms, CIGAWEEDS, The Marijuana Doctor, Trap Culture

Search impressions

Google Search result impressions.

LiveExecutiveGscGreenPharms, CIGAWEEDS, The Marijuana Doctor, Trap Culture

Primary conversions

Completed brand-specific high-value actions.

Needs instrumentationExecutiveGa4, Gtm, CrmGreenPharms, CIGAWEEDS, The Marijuana Doctor, Trap Culture

Primary conversion rate

Share of sessions producing a primary conversion.

Needs instrumentationExecutiveGa4, DerivedGreenPharms, CIGAWEEDS, The Marijuana Doctor, Trap Culture

Returning-user rate

Share of users who returned after a previous visit.

Planned APIExecutiveGa4, DerivedGreenPharms, CIGAWEEDS, The Marijuana Doctor, Trap Culture

Data completeness

Percentage of required source-days available for the report.

DerivableExecutiveDerivedGreenPharms, CIGAWEEDS, The Marijuana Doctor, Trap Culture

Acquisition

2 matching metrics

+
KPIStateTierSourcesBrandsDetails

Arizona traffic share

Share of sessions originating in Arizona.

Planned APIPerformanceGa4, DerivedGreenPharms, CIGAWEEDS, The Marijuana Doctor, Trap Culture

GP Mart sessions

Pseudonymous GP Mart app/web sessions observed during the reporting period.

LiveExecutiveGp Mart AppGreenPharms

Search

3 matching metrics

+
KPIStateTierSourcesBrandsDetails

Discover clicks

Clicks from Google Discover.

Planned APIExecutiveGscTrap Culture

Patient-intent search clicks

Organic clicks from queries indicating medical-card or appointment intent.

Planned APIExecutiveGsc, DerivedThe Marijuana Doctor

Local dispensary-intent search clicks

Organic clicks from searches indicating local dispensary, menu, product or location intent.

Planned APIExecutiveGsc, DerivedGreenPharms

Content

1 matching metrics

+
KPIStateTierSourcesBrandsDetails

GP Mart product views

Tracked product-detail views in GP Mart.

LiveExecutiveGp Mart AppGreenPharms

Conversion

26 matching metrics

+
KPIStateTierSourcesBrandsDetails

Retailers-page entries

Sessions beginning on the CIGAWEEDS Retailers page.

Planned APIPerformanceGa4CIGAWEEDS

Sessions reaching Retailers

Sessions that reach the Retailers page after entering elsewhere.

Planned APIExecutiveGa4, DerivedCIGAWEEDS

Retailer CTA clicks

Clicks on retailer-oriented calls to action.

Needs instrumentationExecutiveGtm, Ga4CIGAWEEDS

Outbound retailer clicks

Clicks from CIGAWEEDS to external retailer destinations.

Needs instrumentationExecutiveGtm, Ga4CIGAWEEDS

Retailer click-through rate

Share of Retailers-page sessions producing an outbound retailer click.

Needs instrumentationExecutiveGa4, DerivedCIGAWEEDS

Click-to-call actions

Clicks on tracked patient phone links.

Needs instrumentationExecutiveGtm, Ga4The Marijuana Doctor

Appointment-page visits

Sessions reaching the appointment pathway.

Planned APIPerformanceGa4The Marijuana Doctor

Appointment starts

Users beginning the appointment workflow.

Needs instrumentationExecutiveGtm, Ga4The Marijuana Doctor

Appointment completions

Successfully completed appointment requests.

Needs instrumentationExecutiveGtm, Ga4, CrmThe Marijuana Doctor

Appointment completion rate

Share of appointment starts that complete.

Needs instrumentationExecutiveDerivedThe Marijuana Doctor

Qualified patient leads

Unique confirmed calls, forms or appointment completions treated as leads.

Needs instrumentationExecutiveCrm, Ga4, DerivedThe Marijuana Doctor

Patient lead conversion rate

Share of sessions resulting in a qualified patient lead.

Needs instrumentationExecutiveDerivedThe Marijuana Doctor

Event-page sessions

Sessions on Trap Culture event pages.

Planned APIExecutiveGa4, DerivedTrap Culture

Outbound ticket clicks

Clicks from Trap Culture event pages to ticket providers.

Needs instrumentationExecutiveGtm, Ga4Trap Culture

Ticket click-through rate

Share of event-page sessions producing a ticket click.

Needs instrumentationExecutiveDerivedTrap Culture

Location-page sessions

Sessions reaching active GreenPharms location and dispensary-information pages.

Planned APIPerformanceGa4GreenPharms

Menu-page sessions

Sessions reaching GreenPharms menu, shop or order-oriented pages.

Planned APIExecutiveGa4GreenPharms

Online-menu and order clicks

Clicks from GreenPharms pages into an online menu, ordering platform or product-shopping pathway.

Needs instrumentationExecutiveGtm, Ga4GreenPharms

Click-to-call actions

Clicks on tracked GreenPharms telephone links for active locations.

Needs instrumentationExecutiveGtm, Ga4GreenPharms

Directions clicks

Clicks from GreenPharms pages to mapping or directions destinations for active locations.

Needs instrumentationExecutiveGtm, Ga4GreenPharms

High-intent actions

Deduplicated menu clicks, calls and directions clicks indicating store or purchase intent.

Needs instrumentationExecutiveGa4, Gtm, DerivedGreenPharms

High-intent action rate

Share of GreenPharms sessions producing at least one high-intent action.

Needs instrumentationExecutiveDerivedGreenPharms

GP Mart add-to-cart actions

Successful GP Mart add-to-cart actions, counted as actions rather than units.

LiveExecutiveGp Mart AppGreenPharms

Product-view-to-cart rate

Share of tracked product views producing an add-to-cart action.

DerivableExecutiveGp Mart App, DerivedGreenPharms

GP Mart checkout starts

Sessions reaching the tracked GP Mart checkout entry point.

LiveExecutiveGp Mart AppGreenPharms

Checkout-to-order-intent rate

Order intents divided by tracked checkout starts.

DerivableExecutiveGp Mart App, DerivedGreenPharms

Data Quality

1 matching metrics

+
KPIStateTierSourcesBrandsDetails

Seedless reconciliation status

Management status showing whether Seedless totals agree with first-party evidence within approved tolerances.

Needs instrumentationExecutiveAgency Report, Ga4, Gsc, DerivedGreenPharms

Advertising

1 matching metrics

+
KPIStateTierSourcesBrandsDetails

Ad revenue

Advertising revenue recognized during the reporting period.

OptionalExecutiveAdserverGreenPharms, CIGAWEEDS, The Marijuana Doctor, Trap Culture

Commerce

4 matching metrics

+
KPIStateTierSourcesBrandsDetails

Purchases

Completed commerce transactions.

OptionalExecutiveCommerce, Ga4Trap Culture

Commerce revenue

Recognized online commerce revenue.

OptionalExecutiveCommerce, Ga4Trap Culture

GP Mart order intents

Completed GP Mart checkout submissions stored as OrderIntent records; this is not a confirmed purchase count.

LiveExecutiveGp Mart AppGreenPharms

Estimated order-intent value

Estimated value attached to submitted GP Mart order intents. This must never be labeled confirmed revenue.

LiveExecutiveGp Mart AppGreenPharms

Lifecycle

1 matching metrics

+
KPIStateTierSourcesBrandsDetails

Newsletter signups

Completed Trap Culture newsletter subscriptions.

Needs instrumentationExecutiveGtm, Ga4, EmailTrap Culture