{"description":"Structured offer-ecosystem funnel system for mapping AI tools, communities, workshops, playbooks, pricing tiers, qualification gates, referral engines, and disclaimers into one coherent website path.","objective":"Give a future agent enough structure to start from the main URL and understand how to inspect, plan, build, validate, and improve a serious website without needing prior chat context.","offer_ecosystem":{"objective":"Teach agents how to turn multiple offer assets into one coherent website funnel instead of disconnected sections.","measurementLayer":{"why":"A funnel that is not instrumented cannot be honest about working. Each layer needs the event that proves usage and the threshold that says it is failing, or the ecosystem becomes decoration.","perLayerInstrumentation":[{"layerId":"value-in-advance","instrument":"Views and completion depth of the free asset, plus the rate of progression to the next step.","failingWhen":"Progression to any next step stays under ~2% after meaningful traffic, or completion depth shows readers bounce before the value lands."},{"layerId":"ai-tools","instrument":"Tool sessions, output-saved events, and review-boundary acknowledgements.","failingWhen":"Outputs are generated but never saved or reused; that means novelty, not utility."},{"layerId":"community","instrument":"Active-member ratio and first-contribution time.","failingWhen":"Under ~10% of members act monthly, or first contributions take longer than the onboarding promise."},{"layerId":"pricing-tiers","instrument":"Tier-selection distribution and downgrade/refund reasons.","failingWhen":"One tier takes ~90%+ of volume (the others are noise) or refund reasons repeat one missing expectation."},{"layerId":"qualification-gates","instrument":"Gate pass rate and the post-gate close rate against the pre-gate baseline.","failingWhen":"The gate filters volume without improving close rate; it is theater, remove or retune it."},{"layerId":"referral-engine","instrument":"Referred-visitor conversion against organic baseline and payout integrity.","failingWhen":"Referred traffic converts below organic, meaning incentives attract the wrong audience."}],"experimentRule":"Change one layer at a time with a dated note of expected effect; an ecosystem change without a falsifiable expectation is redecorating, not optimizing.","instrumentationGuardrail":"All measurement obeys the privacy contract: consent-gated analytics, no individual tracking beyond what the privacy page discloses."},"why":"Current high-converting business education offers are rarely a single page promise. They combine value-in-advance content, AI tools, community, workshops, playbooks, pricing paths, qualification gates, referral incentives, proof, and disclaimers. Agents need a step-by-step map so every layer has a job, every claim has a boundary, and every CTA moves the buyer to the right next decision.","sourceStudy":{"name":"Acquisition.com / Hormozi offer ecosystem pattern study","sourceBoundary":"Use this as a structural study only. Do not copy Acquisition.com product names, private playbooks, testimonials, revenue claims, pricing, or proprietary positioning into client work.","sourceManifest":"data/sources/manifests/hormozi-conversion-copy-study-2026-06-06.md","studiedPatterns":["AI assistant or tool as immediate utility","Verified community as peer proof and retention layer","Live workshops or advisory as decision support","Playbooks and SOPs as implementation leverage","Pricing tiers as path selection","Qualification gates as value-protection filters","Referral engines as network growth loops","Disclaimers as trust-preserving claim boundaries"]},"funnelLayers":[{"id":"value-in-advance","layer":"Free or low-friction value","websiteRole":"Educate the qualified buyer before a high-commitment action.","why":"Useful public value builds trust, lets the buyer self-diagnose, and makes later qualification more productive.","pageElements":["Specific free asset","Who it helps","Problem it solves","How to use it","Next step"],"proofNeeds":["Source of methodology","Example output or preview","Clear limitation"],"guardrails":["Do not disguise a sales pitch as education","Do not require high-friction contact before showing value"]},{"id":"ai-tools","layer":"AI tool or assistant","websiteRole":"Give the buyer an immediate way to create, diagnose, draft, or decide.","why":"AI tools can make a complex framework usable, but the page must explain grounding, use cases, and human review boundaries.","pageElements":["Jobs the AI helps with","Grounding source","Example use cases","Review boundary","CTA"],"proofNeeds":["Training/source boundary","Example prompts or outputs","AI terms or disclaimer"],"guardrails":["No claim that AI output is automatically true","No publish-ready implication without review","No hidden replacement of source evidence"]},{"id":"community","layer":"Community or founder network","websiteRole":"Convert isolated learning into peer feedback, social proof, and retention.","why":"A community layer is valuable when members are filtered enough to make the network useful and when the page explains the interaction model.","pageElements":["Who qualifies","Member profile","What members exchange","Geographic or market relevance","Conduct/value expectations"],"proofNeeds":["Qualification criteria","Review count or member evidence if allowed","Community rules or expectations"],"guardrails":["Do not imply universal access if there are fit criteria","Do not fabricate activity, reviews, or member outcomes"]},{"id":"workshops","layer":"Live workshops or advisory","websiteRole":"Provide decision support when static materials are not enough.","why":"Live guidance increases perceived certainty when the buyer has context-specific decisions to make.","pageElements":["Session topic","Who leads it","Frequency","Decision it helps make","What happens after"],"proofNeeds":["Instructor/advisor credential","Topic list","Eligibility and availability boundary"],"guardrails":["Do not promise personal access unless it is operationally true","Do not overstate guaranteed outcomes from advice"]},{"id":"playbooks","layer":"Playbooks and SOPs","websiteRole":"Turn strategy into repeatable implementation.","why":"Playbooks reduce effort and time-to-value when the page names which jobs they help the buyer perform.","pageElements":["Playbook category","Use case","Inputs needed","Expected output","Where it fits in the sequence"],"proofNeeds":["Example table of contents or sample","Update policy if relevant","Implementation caveats"],"guardrails":["Do not list proprietary playbooks without permission","Do not treat SOPs as a substitute for execution quality"]},{"id":"pricing-tiers","layer":"Pricing tiers or access paths","websiteRole":"Help the buyer choose the right commitment level.","why":"Tiers reduce decision friction when each path has a clear constraint: access, speed, advisory intensity, or implementation support.","pageElements":["Shared value","Difference by tier","Best-fit cue","Cancellation or term boundary","CTA per tier"],"proofNeeds":["Price and billing clarity","Eligibility rules","Refund/cancel terms if offered"],"guardrails":["Do not bury constraints","Do not push a tier without explaining the tradeoff"]},{"id":"qualification-gates","layer":"Qualification gate","websiteRole":"Protect the buyer and provider from bad-fit sales conversations.","why":"Fit filters increase quality when they are based on value delivery, readiness, capacity, or compliance rather than status language.","pageElements":["Minimum requirements","Why the gate exists","What is reviewed","Alternate path for not-yet-fit buyers"],"proofNeeds":["Operational reason for the gate","Plain next-step explanation","Privacy note if collecting sensitive data"],"guardrails":["No fake exclusivity","No unnecessary sensitive data collection","No unclear rejection path"]},{"id":"referral-engine","layer":"Referral or affiliate growth loop","websiteRole":"Let members or customers strengthen the network while understanding incentives and limits.","why":"Referral economics can increase perceived value, but only if terms, eligibility, payout logic, and non-guarantee language are clear.","pageElements":["Who can refer","Who qualifies","Incentive","Conditions","Non-guarantee language"],"proofNeeds":["Terms","Eligibility rules","Payout or credit boundaries"],"guardrails":["No guaranteed-income implication","No unclear commission math","No referral promise without terms"]},{"id":"disclaimers","layer":"Disclaimers and result boundaries","websiteRole":"Keep ambitious claims credible and legally safer.","why":"The stronger the proof or outcome language, the closer the page needs plain limits that explain what varies by user, market, effort, and execution.","pageElements":["Nearby result boundary","Atypical-results note","AI/tool limitation","Investment/legal/professional advice boundary if relevant"],"proofNeeds":["Legal-approved disclaimer where needed","Claim-to-disclaimer proximity","Terms links"],"guardrails":["No buried fine-print for central claims","No disclaimer used to excuse reckless copy"]}],"funnelPaths":[{"id":"education-to-tool-to-qualified-call","useWhen":"The buyer needs to understand the method before deciding whether implementation or advisory help fits.","sequence":["value-in-advance","ai-tools","qualification-gates","workshops","disclaimers"],"why":"Education creates context, the tool creates immediate utility, qualification filters fit, and advisory handles complex decisions.","agentCheck":"Can the agent explain why the CTA changes from learn to try to qualify to buy?"},{"id":"community-membership-with-tiers","useWhen":"The offer includes peer network value plus different levels of access or support.","sequence":["community","ai-tools","workshops","playbooks","pricing-tiers","referral-engine","disclaimers"],"why":"A membership needs both ongoing value and path clarity; the buyer must understand what each tier changes.","agentCheck":"Can the buyer tell who belongs, what they get, how they use it, which tier fits, and what results are not guaranteed?"},{"id":"implementation-ready-site-build","useWhen":"An agent is adapting this starter into a real client or product website.","sequence":["qualification-gates","value-in-advance","playbooks","ai-tools","pricing-tiers","disclaimers"],"why":"Readiness depends on source quality, proof inventory, page requirements, AI drafting boundaries, and clear implementation scope.","agentCheck":"Can the agent identify source inputs, proof needs, build path, review boundaries, and scope before writing sales copy?"}],"agentWorkflow":["List every offer asset: free content, tool, community, workshop, playbook, pricing path, referral, guarantee, and disclaimer.","Remove any asset that does not perform a distinct job in the buyer journey.","Define the qualified buyer and not-yet-fit buyer before writing page copy.","Map the funnel path from lowest-friction value to highest-commitment action.","For each layer, write the role, why, proof needed, guardrail, and CTA.","Place claim boundaries next to the claims they qualify, especially AI, earnings, investment-like, referral, or atypical-result claims.","Check that pricing tiers differ by a real constraint such as speed, access, support, or scope.","Run conversion copy and AEO QA so LLM surfaces describe the offer without inventing unsupported outcomes."],"antiPatterns":[{"id":"asset-pile","issue":"The page lists AI, community, workshops, templates, calls, bonuses, and discounts without explaining the path.","fix":"Assign each asset one job in the buyer journey or remove it."},{"id":"qualification-without-reason","issue":"The offer claims exclusivity but does not explain the operational reason for qualification.","fix":"Tie the gate to readiness, fit, capacity, compliance, or value delivery."},{"id":"tier-confusion","issue":"Pricing tiers differ by quantity but not by buyer constraint.","fix":"Define which buyer, speed, access, support level, or scope each tier serves."},{"id":"referral-without-terms","issue":"Referral incentives appear before eligibility, conditions, and non-guarantee language.","fix":"Put terms and outcome boundaries beside the incentive."},{"id":"ai-without-review-boundary","issue":"AI is presented as an answer source instead of a drafting or decision-support layer.","fix":"Name the evidence, review, and QA gates before publishing AI-assisted output."}],"qaGates":["npm run qa:aeo","npm run qa:copy","npm run qa:all"],"passCriteria":["Every funnel layer has a distinct role, why, page elements, proof needs, and guardrails.","Every funnel path has an ordered sequence and explains why the order matters.","Qualification, referral, AI, pricing, and outcome claims include explicit boundaries.","Agents can map offer assets into a coherent path without copying Acquisition.com language.","The manifest, LLM summary, endpoint, schema, and QA checks expose the same offer ecosystem."],"objectiveAlignment":"Adds a deeper funnel architecture layer so future agents can build complete conversion systems, not just individual pages or copy blocks."}}