ACADEMY/MODULE 03
SEO65 minBUILD: Money-page blueprint

Build the SaaS money-page system

Design product, use-case, integration, comparison, and alternative pages that answer buying questions and create qualified action.

THE OUTCOME

You will have a page map and one complete brief for the highest-value revenue page.

Revenue page workspace

Money page portfolio planner

Map commercial demand to product, use-case, solution, integration, comparison, and pricing pages without cannibalization.

EXAMPLE WORKSPACEDemo data: B2B reporting platform
Revenue pages386 page types
Query collisions7Needs consolidation
Proof gaps12Claims lack evidence
Portfolio score64%Target: 85%
VISUAL ANALYSIS

Portfolio coverage by page type

A healthy SaaS portfolio covers distinct buying decisions, not keyword permutations.

Product5 / 5 mapped
91
Use case8 / 12 mapped
68
Integration13 / 24 qualified
54
Comparison5 / 12 built
42
Pricing / proof4 gaps
76
0coverage score91
REVENUE-FIRST DECISION ENGINE

Turn demand data into a strategy.

Traffic is an input. The decision is where evidence, commercial intent, product fit, proof, and team capacity justify action.

01 / FIND INTENTLabel the buyer decision

Start with modifiers, then inspect the live SERP, ranking page types, sales calls, and the next question. A human assigns the final intent.

02 / FIND REVENUEPrefer observed evidence

CRM opportunities and closed revenue outrank modeled value. Use modeled pipeline only where attribution is missing, and label it as directional.

03 / CHOOSE ACTIONScore, cap, and say no

Rank every demand family, then limit the active list to actual quarterly capacity. Everything else is validated, supported, or parked.

INTENT VALIDATION RUBRIC

Modifiers suggest intent. The ranking page types and buyer evidence confirm it.

IntentQuery cluesSERP proofBuyer decisionLikely asset
Diagnosewhy, problem, meaningGuides and definitionsUnderstand the problemExpert guide
Solutionhow to, automate, improveProcesses and use casesChoose an approachUse-case page
Categorysoftware, platform, toolsProduct and category pagesChoose a solution typeProduct / category
Comparebest, top, vs, alternativesLists and comparisonsBuild a shortlistComparison / best-of
Vendorbrand, reviews, demoVendor and review pagesEvaluate a named vendorVendor / proof
Pricingprice, cost, plans, ROIPricing and calculatorsValidate commercial fitPricing / ROI
Validateintegration, security, migrationDocs, proof, implementationRemove purchase riskIntegration / proof
REVENUE EVIDENCE HIERARCHY

Use the strongest evidence available and keep weaker estimates visibly separate.

MethodEvidenceHow to use itConfidence
Sourced revenueLanding page or content is the recorded acquisition sourceUse directlyHighest
Influenced revenueAsset was touched before opportunity or closeReport separately with windowHigh
Opportunity evidenceDemand family appears in calls, forms, notes, or campaignsOpps x win rate x ACVMedium-high
Paid-search evidenceCPC, conversion, and opportunity quality existUse as commercial validationMedium
Modeled potentialNo direct CRM history existsVolume x CTR x conversion x ACVDirectional
MODELING ASSUMPTIONS

Use your own GSC, analytics, and CRM rates. These assumptions affect modeled potential, not observed revenue.

SELECTED NOW5Capacity, not wish list
MODELED PIPELINE$204kDirectional annual estimate
SELECTED VOLUME3,670Not the ranking criterion
PARKED / LATER5Deliberately not active
NowDemand familyIntentSVCRM revenueOppsWin %ACVFitEvidenceGapSalesEffortPage stateOpp expected revenueModeled pipelineScoreNext action
YES$39,440$13,26090.5Refresh + prove
YES$45,360$102,60089.0Refresh + prove
YES$43,560$31,68088.0Refresh + prove
YES$61,380$38,88087.0Build revenue page
YES$43,320$17,67085.0Refresh + prove
LATER$49,980$24,57084.5Build revenue page
LATER$20,800$18,72074.0Fix blocker first
LATER$17,600$60,00069.5Consolidate URLs
LATER$4,320$86,40044.0Park
LATER$0$104,40031.5Park
ACTION THRESHOLDS

80-100: build or refresh now. 65-79: validate and queue. 50-64: supporting backlog. Below 50: park. Overlap and technical blockers override the score.

REVENUE HIERARCHY

Best: sourced or influenced CRM revenue. Next: opportunity and win evidence. Last: modeled pipeline using explicit assumptions. Never present modeled value as revenue.

WHY THIS MODULE MATTERS

Blog traffic rarely compensates for missing buying pages. Money pages must satisfy a specific decision, prove the claim, answer objections, and make the next step obvious.

03.1

Match intent to page type

Different decisions need different page structures.

KEY DECISIONS AND FIELD CHECKS / 5 ITEMS
  • 01

    Assign product pages to category demand, use-case pages to jobs, integration pages to workflows, and comparison pages to evaluation.

  • 02

    Give each page one primary decision and one canonical query family.

  • 03

    Remove page ideas that differ only by swapping a keyword.

  • 04

    Inventory: Export every product, feature, solution, use-case, industry, integration, comparison, pricing, and proof URL.

  • 05

    Score proof: Check every page for product evidence, quantified outcomes, customer proof, limitations, and next-step clarity.

HUMAN OWNSJudgment and approval

Choose the business priority, interpret exceptions, protect confidential data, challenge weak evidence, and approve the final decision.

AI ASSISTSAnalysis and structure

Clean, classify, compare, calculate, and draft rows from supplied evidence. AI may surface patterns; it does not own strategy.

SOURCE FILESQuery/page export

GSC, plus keyword universe from Semrush / Ahrefs / SE Ranking.

OUTPUT PREVIEW / query-to-page-map.CSVOne example row from the finished deliverable
EXAMPLE DATA - REPLACE IT
Demand familyDecisionPage typePrimary URLCompeting URLsActionOwner
Agency reporting softwareChoose categoryProduct/agency-reporting//features/reporting/ConsolidateSEO
CLAUDE / CHATGPT PROMPTAnalyze the evidence without outsourcing the decision
BEFORE RUNNING

Remove personal or confidential data. Attach the named exports, explain every column, and tell the model when the dataset was collected.

You are assisting a human B2B SaaS SEO and AEO operator with Module 03: Build the SaaS money-page system.

Current lesson: Match intent to page type
Objective: Different decisions need different page structures.
Required artifact: Money-page blueprint

BUSINESS CONTEXT I WILL PROVIDE
- Product, category, target market, pricing model, sales motion, and geography
- The priority customer segment and the commercial outcome for this 90-day cycle
- Query/page export exported from GSC
- Keyword universe exported from Semrush / Ahrefs / SE Ranking
- Definitions for any internal fields, stages, scores, and abbreviations

TASK
1. Assign product pages to category demand, use-case pages to jobs, integration pages to workflows, and comparison pages to evaluation.
2. Give each page one primary decision and one canonical query family.
3. Remove page ideas that differ only by swapping a keyword.
4. Inventory: Export every product, feature, solution, use-case, industry, integration, comparison, pricing, and proof URL.
5. Score proof: Check every page for product evidence, quantified outcomes, customer proof, limitations, and next-step clarity.

REQUIRED OUTPUT
Return a table using these exact columns: Demand family | Decision | Page type | Primary URL | Competing URLs | Action | Owner.
For every recommendation, cite the source row, URL, call note, or data point that supports it.
Add a confidence column in your analysis: High, Medium, or Low.
List missing evidence separately instead of guessing.
Finish with a section named HUMAN DECISIONS REQUIRED.

RULES
- Do not invent search volume, revenue, customer statements, product capabilities, or competitor facts.
- Do not treat correlation as causation.
- Preserve contradictory evidence and explain why it conflicts.
- Do not make the final priority or publishing decision. Prepare the evidence for a human owner.
- Use this example only as a format reference, not as evidence: “Reporting software for agencies” deserves a use-case page; “reporting definition” belongs in educational content.
HUMAN APPROVAL GATE

Every page owns one buyer decision. A named human owner must verify this before the lesson is complete.

B2B SAAS EXAMPLE

“Reporting software for agencies” deserves a use-case page; “reporting definition” belongs in educational content.

03.2

Write the decision-first outline

Lead with the answer the buyer needs, then supply proof.

KEY DECISIONS AND FIELD CHECKS / 4 ITEMS
  • 01

    State who the product is for, the job it completes, and the differentiator in the opening screen.

  • 02

    Add workflow, capabilities, proof, limitations, objections, integrations, and next action in decision order.

  • 03

    Use descriptive headings that can stand alone in search and AI retrieval.

  • 04

    Classify: Assign each page one buyer decision, page type, funnel stage, and primary conversion.

HUMAN OWNSJudgment and approval

Choose the business priority, interpret exceptions, protect confidential data, challenge weak evidence, and approve the final decision.

AI ASSISTSAnalysis and structure

Clean, classify, compare, calculate, and draft rows from supplied evidence. AI may surface patterns; it does not own strategy.

SOURCE FILESKeyword universe

Semrush / Ahrefs / SE Ranking, plus revenue page crawl from Screaming Frog.

OUTPUT PREVIEW / decision-first-outline.CSVOne example row from the finished deliverable
EXAMPLE DATA - REPLACE IT
SectionBuyer questionDirect answerRequired proofCTAReviewer
OpeningIs this built for agencies?Yes, for multi-client reporting teamsProduct screen + customerSee demoPMM
CLAUDE / CHATGPT PROMPTAnalyze the evidence without outsourcing the decision
BEFORE RUNNING

Remove personal or confidential data. Attach the named exports, explain every column, and tell the model when the dataset was collected.

You are assisting a human B2B SaaS SEO and AEO operator with Module 03: Build the SaaS money-page system.

Current lesson: Write the decision-first outline
Objective: Lead with the answer the buyer needs, then supply proof.
Required artifact: Money-page blueprint

BUSINESS CONTEXT I WILL PROVIDE
- Product, category, target market, pricing model, sales motion, and geography
- The priority customer segment and the commercial outcome for this 90-day cycle
- Keyword universe exported from Semrush / Ahrefs / SE Ranking
- Revenue page crawl exported from Screaming Frog
- Definitions for any internal fields, stages, scores, and abbreviations

TASK
1. State who the product is for, the job it completes, and the differentiator in the opening screen.
2. Add workflow, capabilities, proof, limitations, objections, integrations, and next action in decision order.
3. Use descriptive headings that can stand alone in search and AI retrieval.
4. Classify: Assign each page one buyer decision, page type, funnel stage, and primary conversion.

REQUIRED OUTPUT
Return a table using these exact columns: Section | Buyer question | Direct answer | Required proof | CTA | Reviewer.
For every recommendation, cite the source row, URL, call note, or data point that supports it.
Add a confidence column in your analysis: High, Medium, or Low.
List missing evidence separately instead of guessing.
Finish with a section named HUMAN DECISIONS REQUIRED.

RULES
- Do not invent search volume, revenue, customer statements, product capabilities, or competitor facts.
- Do not treat correlation as causation.
- Preserve contradictory evidence and explain why it conflicts.
- Do not make the final priority or publishing decision. Prepare the evidence for a human owner.
- Use this example only as a format reference, not as evidence: Heading: “Automate multi-client reporting without rebuilding dashboards each month,” followed by a 3-step workflow.
HUMAN APPROVAL GATE

The outline answers fit, proof, objection, and next step. A named human owner must verify this before the lesson is complete.

B2B SAAS EXAMPLE

Heading: “Automate multi-client reporting without rebuilding dashboards each month,” followed by a 3-step workflow.

03.3

Build proof into every claim

Claims without evidence sound interchangeable.

KEY DECISIONS AND FIELD CHECKS / 6 ITEMS
  • 01

    Pair product claims with screenshots, product behavior, customer results, or methodology.

  • 02

    Name the source and date for external facts.

  • 03

    Include fit and non-fit guidance so the page helps buyers self-qualify.

  • 04

    Map demand: Merge GSC, keyword platform, paid search, CRM, and AI prompt language into canonical families.

  • 05

    Choose action: Keep, rewrite, consolidate, redirect, create, or noindex based on demand and portfolio role.

  • 06

    Sequence: Build high-pipeline gaps first, then connect supporting pages and navigation.

HUMAN OWNSJudgment and approval

Choose the business priority, interpret exceptions, protect confidential data, challenge weak evidence, and approve the final decision.

AI ASSISTSAnalysis and structure

Clean, classify, compare, calculate, and draft rows from supplied evidence. AI may surface patterns; it does not own strategy.

SOURCE FILESRevenue page crawl

Screaming Frog, plus business-value overlay from CRM + product analytics.

OUTPUT PREVIEW / claim-proof-inventory.CSVOne example row from the finished deliverable
EXAMPLE DATA - REPLACE IT
ClaimEvidence typeSourceFreshnessLimitationReviewerStatus
Cut reporting time 60%Customer resultCase study 122026-0518-person agencyCustomer successApproved
CLAUDE / CHATGPT PROMPTAnalyze the evidence without outsourcing the decision
BEFORE RUNNING

Remove personal or confidential data. Attach the named exports, explain every column, and tell the model when the dataset was collected.

You are assisting a human B2B SaaS SEO and AEO operator with Module 03: Build the SaaS money-page system.

Current lesson: Build proof into every claim
Objective: Claims without evidence sound interchangeable.
Required artifact: Money-page blueprint

BUSINESS CONTEXT I WILL PROVIDE
- Product, category, target market, pricing model, sales motion, and geography
- The priority customer segment and the commercial outcome for this 90-day cycle
- Revenue page crawl exported from Screaming Frog
- Business-value overlay exported from CRM + product analytics
- Definitions for any internal fields, stages, scores, and abbreviations

TASK
1. Pair product claims with screenshots, product behavior, customer results, or methodology.
2. Name the source and date for external facts.
3. Include fit and non-fit guidance so the page helps buyers self-qualify.
4. Map demand: Merge GSC, keyword platform, paid search, CRM, and AI prompt language into canonical families.
5. Choose action: Keep, rewrite, consolidate, redirect, create, or noindex based on demand and portfolio role.
6. Sequence: Build high-pipeline gaps first, then connect supporting pages and navigation.

REQUIRED OUTPUT
Return a table using these exact columns: Claim | Evidence type | Source | Freshness | Limitation | Reviewer | Status.
For every recommendation, cite the source row, URL, call note, or data point that supports it.
Add a confidence column in your analysis: High, Medium, or Low.
List missing evidence separately instead of guessing.
Finish with a section named HUMAN DECISIONS REQUIRED.

RULES
- Do not invent search volume, revenue, customer statements, product capabilities, or competitor facts.
- Do not treat correlation as causation.
- Preserve contradictory evidence and explain why it conflicts.
- Do not make the final priority or publishing decision. Prepare the evidence for a human owner.
- Use this example only as a format reference, not as evidence: Replace “save time” with a dashboard screenshot and a customer result showing reporting hours before and after.
HUMAN APPROVAL GATE

Claims are paired with evidence. A named human owner must verify this before the lesson is complete.

B2B SAAS EXAMPLE

Replace “save time” with a dashboard screenshot and a customer result showing reporting hours before and after.

03.4

Connect the page system

A money page should sit inside a useful decision network.

KEY DECISIONS AND FIELD CHECKS / 4 ITEMS
  • 01

    Link guides to relevant product pages and product pages to comparisons, integrations, and proof.

  • 02

    Add related paths based on the next buyer question, not a generic “related content” widget.

  • 03

    Track visits, CTA actions, assisted opportunities, and query groups by page type.

  • 04

    Detect overlap: Flag families mapped to multiple URLs and URLs mapped to incompatible decisions.

HUMAN OWNSJudgment and approval

Choose the business priority, interpret exceptions, protect confidential data, challenge weak evidence, and approve the final decision.

AI ASSISTSAnalysis and structure

Clean, classify, compare, calculate, and draft rows from supplied evidence. AI may surface patterns; it does not own strategy.

SOURCE FILESBusiness-value overlay

CRM + product analytics, plus query/page export from GSC.

OUTPUT PREVIEW / page-system-links.CSVOne example row from the finished deliverable
EXAMPLE DATA - REPLACE IT
Source URLTarget URLBuyer next questionAnchorPlacementStatus
/reporting-kpis//agency-reporting/Which tool automates this?agency reporting softwareAfter frameworkPlanned
CLAUDE / CHATGPT PROMPTAnalyze the evidence without outsourcing the decision
BEFORE RUNNING

Remove personal or confidential data. Attach the named exports, explain every column, and tell the model when the dataset was collected.

You are assisting a human B2B SaaS SEO and AEO operator with Module 03: Build the SaaS money-page system.

Current lesson: Connect the page system
Objective: A money page should sit inside a useful decision network.
Required artifact: Money-page blueprint

BUSINESS CONTEXT I WILL PROVIDE
- Product, category, target market, pricing model, sales motion, and geography
- The priority customer segment and the commercial outcome for this 90-day cycle
- Business-value overlay exported from CRM + product analytics
- Query/page export exported from GSC
- Definitions for any internal fields, stages, scores, and abbreviations

TASK
1. Link guides to relevant product pages and product pages to comparisons, integrations, and proof.
2. Add related paths based on the next buyer question, not a generic “related content” widget.
3. Track visits, CTA actions, assisted opportunities, and query groups by page type.
4. Detect overlap: Flag families mapped to multiple URLs and URLs mapped to incompatible decisions.

REQUIRED OUTPUT
Return a table using these exact columns: Source URL | Target URL | Buyer next question | Anchor | Placement | Status.
For every recommendation, cite the source row, URL, call note, or data point that supports it.
Add a confidence column in your analysis: High, Medium, or Low.
List missing evidence separately instead of guessing.
Finish with a section named HUMAN DECISIONS REQUIRED.

RULES
- Do not invent search volume, revenue, customer statements, product capabilities, or competitor facts.
- Do not treat correlation as causation.
- Preserve contradictory evidence and explain why it conflicts.
- Do not make the final priority or publishing decision. Prepare the evidence for a human owner.
- Use this example only as a format reference, not as evidence: Use-case page -> integration workflow -> competitor comparison -> demo, with each link answering the next objection.
HUMAN APPROVAL GATE

Internal links follow the buying journey. A named human owner must verify this before the lesson is complete.

B2B SAAS EXAMPLE

Use-case page -> integration workflow -> competitor comparison -> demo, with each link answering the next objection.

DEFINITION OF DONE0% complete
0/4

Check each item only after the artifact meets the standard.