Pattern: Parallel Workers | Team size: 6 agents
Executes multiple value-creation workstreams simultaneously—paid acquisition, lifecycle/CRM, creative, and analytics—then rolls results into one unified growth plan. Parallel workers fit because e-commerce and startup scaling requires coordinated gains across channels without slowing down to a single-threaded process.
how do i deliver more value for my clients (APG MEDIA is a performance marketing and consulting agency). Our clients are e-shop owners and startup founders that want to scale
Create an agent team to design a unified, high-leverage growth plan that helps APG MEDIA (performance marketing + consulting agency) deliver more measurable value to clients (e-shop owners and startup founders who want to scale). Use the “ScaleOps Parallel Pod” pattern: run paid acquisition, creative, lifecycle/CRM, funnel/CRO, and analytics/attribution workstreams in parallel, then reconcile into one integrated operating plan and client-facing offer improvements. PROJECT NAME (use exactly): apg_scaleops_value_delivery GLOBAL RULES (apply to all agents) - Your outputs must be practical, client-ready, and optimized for APG MEDIA to productize + repeat across accounts. - Assume typical client stack: Shopify/WooCommerce, Meta + Google Ads, Klaviyo/Mailchimp, GA4, GTM, Stripe, Hotjar, Looker Studio. Note alternatives when relevant. - Use measurable targets: CAC, MER/POAS, ROAS, AOV, CVR, LTV, churn/repeat rate, contribution margin, payback period. - Every recommendation must include: (a) expected impact direction, (b) effort level (S/M/L), (c) risk level (Low/Med/High), (d) prerequisite dependencies, (e) how to validate (metric + timeframe). - Keep assumptions explicit. If you need client specifics, include a short “Inputs Needed” list rather than stalling. - Write in clear agency/operator language; no fluff. TEAM / ROLES 1) Paid Media Optimizer — Improve CAC and scale spend safely through account structure, bidding, audience strategy, and budget pacing. 2) Creative Performance Producer — Generate and iterate high-performing ad concepts and creatives using a structured testing matrix and rapid feedback loops. 3) Lifecycle/CRM Growth Specialist — Increase LTV via email/SMS flows, segmentation, retention offers, and win-back programs. 4) Funnel & Landing Page Specialist — Boost conversion rate through landing page iteration, checkout optimization, and on-site personalization. 5) Analytics & Attribution Engineer — Ensure reliable tracking, attribution, and dashboards so decisions are driven by accurate incremental performance. 6) Pod Lead (Integrated Growth Manager) — Align workstreams on one weekly growth agenda and reconcile tradeoffs into a single prioritized plan. COLLABORATION MECHANICS (mandatory) - Work in parallel, but coordinate through shared interfaces: - Shared “North Star” definitions (CAC/LTV, contribution margin, payback) set by Pod Lead. - Each specialist must write “Assumptions & Constraints” and “Questions for Other Workstreams.” - Each specialist must challenge at least 2 assumptions from another workstream and propose an alternative (documented under “Cross-Workstream Challenges”). - Each specialist must provide 5–10 “handoffs” to other workstreams (e.g., creative needs from paid; tracking needs from analytics; landing page needs from paid/creative). - Dependency discipline: - Analytics & Attribution Engineer must complete instrumentation requirements BEFORE any paid scaling, creative testing conclusions, lifecycle measurement, or CRO test-readouts are finalized in the integrated plan. - Funnel & Landing Page Specialist must define testable hypotheses and required events BEFORE Analytics finalizes dashboard schema. - Paid Media Optimizer and Creative Performance Producer must agree on a shared testing matrix and naming conventions BEFORE the weekly growth agenda is finalized. - Lifecycle/CRM Growth Specialist must align offer/segmentation requirements with Analytics event schema BEFORE final lifecycle roadmap is locked. - Pod Lead must run a “conflict resolution” pass: where channels compete (e.g., discounting vs margin, prospecting vs remarketing, CRO vs speed), choose a stance and justify it. DELIVERABLES OVERVIEW (files + strict structure) Create the following files in outputs/agent_teams_demo/apg_scaleops_value_delivery/: A) outputs/agent_teams_demo/apg_scaleops_value_delivery/00_brief_and_success_criteria.md - 700–1,000 words. - Sections (use exact headers): 1. Business Context (APG MEDIA + client types) 2. Value Delivery Definition (what “more value” means; measurable) 3. Target Client Segments (e-shop vs startup; differences in levers) 4. Constraints & Common Failure Modes 5. Success Metrics (North Star + supporting metrics) 6. Inputs Needed From Clients (bullet list, max 15) 7. Operating Cadence (weekly/monthly; what is reviewed) B) outputs/agent_teams_demo/apg_scaleops_value_delivery/01_paid_media_optimizer.md - 900–1,200 words. - Must include: - “Account Audit Checklist” (20+ bullets) - “Scaling Playbook” (budget pacing rules, bidding, campaign structure; 8–12 steps) - “Audience & Signal Strategy” (prospecting/retargeting split, creative matching) - “Experiment Backlog” (10 experiments; each: hypothesis, setup, KPI, duration, dependency) - “Handoffs Needed” (to Creative, Analytics, Funnel, CRM) C) outputs/agent_teams_demo/apg_scaleops_value_delivery/02_creative_performance_producer.md - 900–1,200 words. - Must include: - “Creative Testing Matrix” (minimum 3 angles × 3 formats × 2 hooks; describe cells) - “Brief Template” (copy-paste-ready; includes offer, objections, proof, CTA, constraints) - “Production Sprint Plan” (7-day sprint schedule; roles; asset counts) - “Ad Concept Backlog” (15 concepts; each: angle, hook, proof, format, primary KPI) - “Feedback Loop” (what to read weekly; decision rules; what gets killed/scaled) - “Handoffs Needed” (to Paid, Analytics, Funnel, CRM) D) outputs/agent_teams_demo/apg_scaleops_value_delivery/03_lifecycle_crm_growth_specialist.md - 900–1,200 words. - Must include: - “Lifecycle Map” (stages + objectives + KPIs) - “Core Flows” (at least 10 flows: welcome, browse abandon, cart abandon, post-purchase, replenishment, review, VIP, winback, price drop, back-in-stock; include triggers + timing) - “Segmentation Framework” (RFM + 3–5 additional segments) - “Offer & Incentive Policy” (guardrails to protect margin) - “90-Day Retention Roadmap” (weeks 1–12; measurable targets) - “Handoffs Needed” (to Analytics, Funnel, Paid, Creative) E) outputs/agent_teams_demo/apg_scaleops_value_delivery/04_funnel_and_landing_page_specialist.md - 900–1,200 words. - Must include: - “Funnel Diagnostic” (top 10 leak points; how to detect each) - “Landing Page/ PDP Heuristics Checklist” (25+ bullets) - “Test Plan” (12 tests; each: hypothesis, change, pages, KPI, duration, dependency, risk) - “Checkout Optimization” (at least 8 recommendations) - “On-site Personalization” (3–5 tactics tied to traffic source/segment) - “Handoffs Needed” (to Analytics, Creative, Paid, CRM) F) outputs/agent_teams_demo/apg_scaleops_value_delivery/05_analytics_and_attribution_engineer.md - 1,100–1,500 words (slightly longer; this is foundational). - Must include: - “Tracking Reliability Standard” (definition of done; acceptance checklist 20+ items) - “Event & Parameter Schema” (table: event, trigger, required params, destination tools) - “Attribution Approach” (platform vs GA4 vs incrementality; when to trust what) - “Incrementality Toolkit” (geo tests, holdouts, lift tests; when feasible; pitfalls) - “Dashboard Spec” (sections + charts + filters; weekly view) - “Data QA Cadence” (daily/weekly checks; alerts) - “Dependencies for Other Workstreams” (what must be instrumented before decisions) G) outputs/agent_teams_demo/apg_scaleops_value_delivery/06_pod_lead_integrated_growth_manager.md - 1,400–1,800 words. - Must integrate outputs A–F and resolve conflicts. - Sections (use exact headers): 1. Unified Growth Thesis (1–2 paragraphs) 2. North Star Metrics & Guardrails (include margin/payback rules) 3. The Weekly Growth Agenda (standing meeting agenda + artifacts; 60 minutes) 4. Integrated 90-Day Plan (3 phases; goals; key initiatives per workstream) 5. Prioritized Backlog (top 20 items; ICE score or similar; include dependencies) 6. Cross-Workstream Tradeoffs (at least 6; stance + rationale) 7. Client Communication System (what APG reports weekly vs monthly; templates) 8. How APG MEDIA Productizes This (packages, SLAs, what’s included/excluded) 9. Risks & Mitigations (at least 10) 10. “What We Need From the Client” (short checklist) H) outputs/agent_teams_demo/apg_scaleops_value_delivery/07_client_value_scorecard_template.md - 500–800 words. - A reusable template APG can use for every client. - Must include: - Scorecard table with: Metric, Current, Target (30/60/90), Trend, Owner, Notes. - “Value Delivered This Week” section (bullets; tie to metrics) - “Insights & Decisions” section (what changed + why) - “Next Week Priorities” section (max 7 bullets) - “Blockers / Client Needed” section - “Experiment Log” section (name, status, KPI, result) I) outputs/agent_teams_demo/apg_scaleops_value_delivery/08_synthesis_review.md - 800–1,100 words. - Must include: - “Internal Consistency Check” (where recommendations might conflict; how resolved) - “Gaps & Assumptions” (list + how to validate quickly) - “Minimum Viable Implementation (MVI) – 2 Weeks” (exact actions by day) - “If We Could Only Do 5 Things” (ranked; justify) - “Quality Bar” (criteria for calling the program successful by day 30/60/90) EXECUTION PLAN (do this in order; enforce dependencies) Step 1 (Pod Lead): Write 00_brief_and_success_criteria.md first to define North Star metrics, constraints, and inputs. This must complete before Steps 2–6 begin. Step 2 (Parallel – Specialists draft): Paid, Creative, CRM, Funnel each drafts their file (01–04) using the North Star + constraints from Step 1. While drafting, each specialist must: - Add “Assumptions & Constraints” at the top (5–10 bullets). - Add “Questions for Other Workstreams” (at least 6 questions). - Add “Cross-Workstream Challenges” (challenge 2 assumptions from others; propose alternatives). Step 3 (Analytics): Create 05_analytics_and_attribution_engineer.md next. This must complete before any other agent finalizes test plans, scaling rules, or lifecycle measurement claims. Step 4 (Specialists revise): Paid/Creative/CRM/Funnel revise their docs to conform to Analytics instrumentation realities and dashboard KPIs. Each must add a short “Instrumentation Dependencies” subsection (5–10 bullets). Step 5 (Pod Lead integration): Create 06_pod_lead_integrated_growth_manager.md. This must explicitly cite (by file name) the most important elements from 01–05 and reconcile tradeoffs into one prioritized plan. Step 6 (Pod Lead + all): Create 07_client_value_scorecard_template.md aligned with the North Star metrics and weekly agenda. Step 7 (Final synthesis/review – mandatory): Create 08_synthesis_review.md. Critically evaluate the whole system, call out contradictions, and propose corrections. Ensure the MVI 2-week plan is actionable and dependency-aware. QUALITY / FORMAT REQUIREMENTS - Use numbered lists where sequencing matters. - Use tables for schemas, scorecards, and experiment backlogs. - No placeholder text like “TBD” except inside “Inputs Needed From Clients.” - Keep each file within its word count range. - All files must be written as if APG MEDIA will use them immediately with clients. BEGIN NOW: produce all files A–I at the specified paths, following the execution plan and dependencies exactly, and end with the synthesis/review step.
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