Understand SKAdNetwork, AdAttributionKit, conversion values, reporting delays and MMPs. Build useful mobile attribution without double counting or hiding unknowns.
Plan reliable dbt backfills with affected-group recomputation, full refresh and microbatch guidance, validation fixtures and downstream release checks.
Send useful GA4 server events with correct identity, timestamps, consent and validation. Understand session attribution deadlines and reconcile eligible outcomes.
Compare Snowflake and BigQuery for a small marketing data team. Evaluate workload costs, operations, integrations, sharing and the effort of changing platforms.
Calculate Twilio Segment Team costs, understand MTUs and overages, and reduce avoidable spend without breaking identity, attribution or customer journeys.
Compare current server-side GTM hosting prices, request limits and operating costs. Learn when Google tag gateway is enough and how to budget a rollout.
Diagnose Data Studio blend errors, misleading ratios, GA4 quotas and slow reports with worked examples, clear tests and a practical recovery checklist.
Evaluate HubSpot, Pipedrive, Attio and Zoho CRM without losing finance handovers, permissions or history. Use a practical repair-versus-migration decision.
Compare GA4, Mixpanel, Amplitude, PostHog, Heap, Pendo and Statsig on free tiers, experiments, server-side events, raw data export and warehouse options.
Set up Salesforce hosted MCP servers in Claude, start with read-only SObject access, plan for Flex Credit billing and move off the retiring DX MCP server.
Decide which martech tools to keep, reduce or retire. Compare utilisation correctly, model contract timing and savings, and preserve critical data flows.
Use MCP in GTM workflows with clear access, identity and review controls. Compare current tools, test a bounded workflow and decide when an API fits better.
Check whether ads create additional business or claim existing demand. Use research, credible holdouts and break-even contribution to guide the budget.
Check current bulk sender rules for Gmail, Yahoo and Outlook.com, including authentication, DMARC alignment, one-click unsubscribe and complaint rates.
Understand Hightouch pricing, active sync counts, free limits and quote requirements. Build a realistic budget with warehouse costs and operating work.
Compare Customer.io and Klaviyo using real journey requirements, billable profiles and operating cost, with Braze, Iterable and OneSignal alternatives.
Diagnose GA4 report differences, missing events, retention, consent and export gaps. Fix the cause and choose the right tool for the business question.
Understand llms.txt version 2, Google Search limitations, crawler controls and practical publishing tests. Build a useful guide without promising ranking gains.
Build useful Claude Code slash commands with 15 marketing ops recipes, a complete pipeline-review skill, worked examples and clear permission boundaries.