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Architecting cross-tool conversion flows that match audience and stage. Landing page to lead magnet to nurture sequence to offer to advanced funnels. Honest about silo-funnels (every tool standalone), kitchen-sink-funnels (every audience squeezed through one path), and matched-funnels (architecture matched to audience-and-stage) patterns.
Passed 20 of 23 test cases with the skill, and 20 of 23 without it.
and 1 more in the full report
2 fixed18 passed either way1 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
Our growth team reports a 25% conversion rate on our interactive ROI calculator and a 30% opt-in rate on our ebook lead magnet. However, total qualified pipeline has not grown. What metrics should we monitor to diagnose why these high tool conversion rates are not translating into pipeline?
| Checked | Without skill | With skill |
|---|---|---|
| Differentiates single-tool conversion metrics from architecture-level metrics. | Missed | Passed |
| Recommends tracking cross-tool transition rates. | Missed | Passed |
| Recommends measuring segment-level downstream conversion to pipeline. | Missed | Passed |
The instructions your model reads when the skill loads.
A senior growth practitioner's playbook for architecting cross-tool conversion flows that match audience and stage. Landing page to lead magnet to nurture sequence to offer to advanced funnels. The discipline of building a funnel architecture, not just collecting tools.
Most growth programs accumulate tools without architecture. A chatbot, a calculator, a quiz, a lead magnet, a newsletter signup, a demo CTA. Each tool works individually; none of them work together. Visitors hit one tool, leave, and never enter the broader nurture sequence. The funnel is a collection of orphans.
The growth programs that compound do something different. They architect the funnel deliberately. Different entry points lead to different nurture sequences. Different stages get different CTAs. Different tools serve different segments. Each tool is part of a larger architecture, not a standalone artifact.
This skill is the architecture skill that orchestrates the other 5 growth-tooling skills (lead-magnet-design, calculator-design, quiz-and-assessment-design, multi-step-form-design, chatbot-flow-design). Where those skills zoom into specific tool design, this skill zooms out to the cross-tool architecture that determines whether the tools compound.
The voice is the senior growth practitioner who has watched funnels architecture compound and watched siloed funnel collections produce engagement metrics with no business impact. Practical, opinionated about the difference between collecting tools and architecting funnels, willing to call out when a team's growth program needs architecture rather than another tool.
When to use this skill: architecting a funnel from scratch, auditing a growth program where tools work individually but conversion is flat, designing the cross-tool data flow that captures audience signal across touchpoints, or deciding which segments warrant which funnel paths.
This skill spans cross-tool funnel architecture. The growth-tooling distinctions:
lead-magnet-design, calculator-design, quiz-and-assessment-design, multi-step-form-design, chatbot-flow-design are tools that LIVE INSIDE the funnel architecture this skill designs. They zoom into specific tool design.content-distribution covers how content reaches audiences. This skill is what audiences DO once they reach content.experiment-design validates funnel changes. This skill designs the architecture; experiment-design tests it.landing-page-copy covers page-level copy. This skill is the cross-page architecture.funnel-flow-architecture (this skill) is audience-and-stage segmentation, entry-point architecture, tool-to-funnel mapping, nurture sequence architecture, cross-tool data flow.The audience: growth marketing leads, product marketing leads, marketing directors at SMB and mid-market companies, agencies running funnel architecture for clients, founders architecting growth programs from scratch.
Out of scope: specific tool design (covered by the 5 sister growth-tooling skills); content distribution mechanics (covered by content-distribution); A/B testing methodology (covered by experiment-design); page-level copy (covered by landing-page-copy).
The keystone framing.
Silo-funnels. Each tool (chatbot, calculator, lead magnet, quiz) lives independently. No coordinated flow; users hit one tool, leave, never enter the broader nurture sequence. Tools as orphans. Cost: each tool's investment does not compound; the audience that interacts with one tool is not connected to any next step; the team has tools but no architecture.
Kitchen-sink-funnels. One funnel for everyone. Same nurture sequence regardless of audience or entry point. SMB and enterprise get the same emails. New visitors and bottom-of-funnel get the same CTAs. Conversion rates regress to mediocre on every segment. Cost: the funnel optimizes for the average; no segment is well-served; downstream conversion is uniformly low.
test cases passed, vs 20 / 23 without
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