AGENT SKILLBY COLESCHAFFER
Funnel-architecture
AT A GLANCE
Funnel-architecture is a CRO skill for AI agents. Design complete DTC sales funnel architecture — maps the full customer journey from ad to email follow-up with RMBC-aligned copy approach, conversion goals, and KPI. The coleschaffer/copywritingskills-rmbc repository on GitHub, maintained by coleschaffer, has 30 stars and the MIT license. To add it, run npx skills add coleschaffer/copywritingskills-rmbc --skill funnel-architecture
- SOURCE REPOSITORY
- coleschaffer/copywritingskills-rmbc (opens GitHub in a new tab)
- REPO STARS
- SOURCE REPOSITORY
- LICENSE
- MIT
- CATEGORIES
- SKILL.MD SIZE
- 6.7 KB143 LINES
QUICK ANSWER
- WHAT IT IS01
- Design complete DTC sales funnel architecture, maps the full customer journey from ad to email follow-up with RMBC-aligned copy approach, conversion goals, and KPI targets per step. It stands out by giving funnel-architecture a defined shape, so the agent asks for better context and returns a more usable result.
- INPUTS02
- Context the agent needs: your goals, audience, constraints, and any source material the skill asks for.
- OUTPUT03
- A ready-to-use result: the analysis, copy, or recommendations the agent produces.
INSTALL
One command adds this skill from its source repository.
npx skills add coleschaffer/copywritingskills-rmbc --skill funnel-architectureREAD THE SKILL.MD BELOW BEFORE YOU RUN IT. SKILLS INSTRUCT YOUR AGENT.
SKILL.MD
The full file, as published in the source repository. Copy it, download it or open it on GitHub.
ON THIS PAGE · 12
funnel-architecture#
Purpose#
Design a complete DTC sales funnel from first click to post-purchase follow-up. Every funnel is a series of micro-conversions — ad click → landing page → order form → upsell 1 → upsell 2 → thank you → email sequence. Each step has a single job, a copy approach calibrated to the prospect's awareness level at that point, and a measurable KPI. This skill outputs the full blueprint: page purposes, copy strategies, conversion goals, and target metrics — ready for copywriters and designers to execute step by step.
Inputs#
| Input | Required | Description |
|---|---|---|
product_line | Yes | Product name, category, core promise, and price range |
price_points | Yes | Array of prices across the funnel: front-end, upsell 1, upsell 2, bump, subscription tier |
target_audience | Yes | ICP — demographics, pain points, desires, sophistication level |
funnel_type | Yes | One of: tripwire, webinar, vsl, quiz, free_plus_shipping |
traffic_sources | Yes | Primary traffic channels: paid_social, native, search, email, organic |
Execution Protocol#
Step 1 — Load Framework Context#
Read rmbc-context/SKILL.md to load RMBC framework definitions. Funnel architecture applies RMBC at the macro level — Research determines awareness stages across funnel steps, Mechanism threads through every page as the consistent "why," Brief structures each page's strategic intent, Copy executes per-page with escalating commitment.
Step 2 — Select Funnel Template#
Map the funnel type to its canonical step sequence:
| Type | Steps |
|---|---|
| Tripwire | Ad → Advertorial/Presell → Landing Page → Order Form (w/ bump) → Upsell 1 → Upsell 2 → Thank You → Email Sequence |
| Webinar | Ad → Registration Page → Confirmation Page → Webinar → Replay Page → Order Form → Upsell → Thank You → Email Sequence |
| VSL | Ad → VSL Page (video + hidden CTA) → Order Form (w/ bump) → Upsell 1 → Upsell 2 → Thank You → Email Sequence |
| Quiz | Ad → Quiz Landing → Quiz Steps (3-5) → Results Page → Recommended Offer → Order Form → Upsell → Thank You → Email Sequence |
| Free+Shipping | Ad → Landing Page → Order Form (shipping only) → Upsell 1 (core offer) → Upsell 2 → Thank You → Email Sequence |
Step 3 — Define Each Funnel Step#
For every step in the sequence, specify:
- Page purpose — The single job this page must accomplish
- Awareness level — Where the prospect sits at this point (unaware → most aware)
- Copy approach — RMBC-aligned strategy (which phase dominates this step)
- Conversion goal — The specific action that counts as success
- KPI target — Benchmark conversion rate for this step
- Key elements — Must-have page components (headline, video, form fields, trust badges, etc.)
- Transition hook — What moves them to the next step (curiosity, commitment, urgency)
Step 4 — Map Revenue Projections#
Calculate funnel economics:
- Front-end AOV — Base price + bump offer take rate
- Upsell stack value — Upsell 1 take rate × price + Upsell 2 take rate × price
- Blended AOV — Total revenue per buyer across all steps
- Break-even CPA — Blended AOV × margin = maximum allowable CPA
- Target ROAS — By traffic source
Step 5 — Traffic Source Alignment#
Adjust the funnel entry point and messaging for each traffic source:
- Paid Social — Hook-heavy ad, shorter presell, visual landing page
- Native — Advertorial entry, editorial tone, longer education
- Search — Intent-matched landing page, features prominent, comparison-ready
- Email — Skip presell, direct to offer with personalization
- Organic — Content-first entry, SEO-optimized landing page, trust building
Output Format#
## Funnel Architecture: [Product Line]
**Funnel Type:** [type]
**Target Audience:** [ICP summary]
**Traffic Sources:** [sources]
**Price Points:** Front-end $XX | Bump $XX | Upsell 1 $XX | Upsell 2 $XX
---
### STEP 1: [Step Name]
- **Page purpose:** [single job]
- **Awareness level:** [unaware → most aware]
- **Copy approach:** [RMBC phase emphasis + strategy]
- **Conversion goal:** [specific action]
- **KPI target:** [benchmark %]
- **Key elements:** [must-haves]
- **Transition hook:** [what moves them forward]
---
[...repeat for each step...]
---
### REVENUE MODEL
| Metric | Target |
|--------|--------|
| Front-end conversion rate | X% |
| Bump take rate | X% |
| Upsell 1 take rate | X% |
| Upsell 2 take rate | X% |
| Front-end AOV | $XX |
| Blended AOV | $XX |
| Break-even CPA | $XX |
| Target ROAS | X.Xx |
---
### FUNNEL FLOW DIAGRAM
[Step 1] → [Step 2] → [Step 3] → ... → [Final Step]
X% X% X% X%Quality Criteria#
-
Every step must have exactly ONE conversion goal — no split objectives
-
Awareness level must escalate logically through the funnel (never regress)
-
KPI targets must be realistic benchmarks for the funnel type and traffic source
-
Upsell products must logically complement the front-end offer — no random add-ons
-
Revenue model must show a viable break-even CPA for at least one traffic source
-
Email sequence must have a defined purpose (onboarding, consumption, ascension) — not just "follow up"
-
Funnel must work on mobile — no steps that require desktop-only interactions
-
Specificity gate: Every recommendation must include a number, name, or timeframe — no "optimize for conversions" or "improve flow"
-
Mechanism quantification: When referencing the mechanism, include at least one specific data point (number, timeframe, study reference)
-
Audience journey: The architecture must reference where the reader IS (what they've tried, what's failing) — not just who they are demographically
-
Proof diversity: Use at least 2 different proof types (testimonial, statistical, authority, case study) — do not rely on a single proof mode
-
Objection handling: Each funnel step must map which objections are resolved at that stage — if a prospect reaches checkout with unaddressed objections, the funnel leaks
Related Skills#
- Run
/lander-copyto write landing page copy for any funnel step - Run
/order-form-croto optimize checkout page copy and layout - Run
/upsell-scriptfor upsell page scripts - Run
/thank-you-pagefor order confirmation and post-purchase upsell copy - Run
/funnel-auditto score an existing funnel against this architecture - Run
/email-retention-sequencesfor post-purchase email flows
Attribution#
Generated using RMBC framework by Stefan Georgi. Learn more: copyaccelerator.com/join (opens in a new tab)
FAQ
07 QUESTIONS
01What is the Funnel-architecture agent skill?
Design complete DTC sales funnel architecture, maps the full customer journey from ad to email follow-up with RMBC-aligned copy approach, conversion goals, and KPI targets per step. It is listed under CRO in the 100xLab agent skills directory.
02How do I install Funnel-architecture in Cursor, Claude Code, or Codex?
Run npx skills add coleschaffer/copywritingskills-rmbc --skill funnel-architecture in the project where you want it, then ask your agent for the skill by name. The --skill flag installs only Funnel-architecture, not every skill in the repository.
03What does the Funnel-architecture SKILL.md cover?
The SKILL.md includes sections on Purpose, Inputs, Execution Protocol, Step 1 — Load Framework Context, Step 2 — Select Funnel Template and Step 3 — Define Each Funnel Step. Read the full text on this page or in plain markdown at /resources/agent-skills/coleschaffer-copywritingskills-rmbc--funnel-architecture--fophpx/raw.
04Which agents can use Funnel-architecture?
Funnel-architecture installs with the cross-agent skills installer (npx skills add), which sets it up for agents such as Claude Code, Cursor and Codex. Each agent loads the SKILL.md when you ask for the skill by name.
05What license is Funnel-architecture under?
The coleschaffer/copywritingskills-rmbc repository declares the MIT license. Read the license file in the repository before you copy or redistribute the skill.
06Is Funnel-architecture free to use?
Reading, copying and installing Funnel-architecture costs nothing: it is published in a public GitHub repository under the MIT license. Reuse and redistribution follow that license.
07Where is the source of Funnel-architecture?
Funnel-architecture comes from https://github.com/coleschaffer/copywritingskills-rmbc, which has 30 GitHub stars. The SKILL.md is at https://github.com/coleschaffer/copywritingskills-rmbc/blob/HEAD/skills/funnel-architecture/SKILL.md. The author is coleschaffer.
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ATTRIBUTION
Funnel-architecture was written by its original authors and is published in coleschaffer/copywritingskills-rmbc (opens GitHub in a new tab) under the MIT license. All rights stay with the original authors.
100xLab did not write, maintain or endorse this skill. This page lists it for discovery. Repo stars belong to the source repository, not to the skill. Review any skill before you install it.