VIP Milestone 6: Build a Creator Project Research and Validation System
Gary Whittaker20 Milestones: From Project to Platform — Milestone 6 VIP System
Advanced Member ImplementationBuild a Research and Validation System for Your Creator Project
Move from useful research to a defensible project decision. This advanced system helps you control evidence, challenge preferred assumptions, test the current project direction and preserve a clear record of what the project can responsibly claim.
Official progression
Establish Your Project’s Central Message
Test the message, topic and project assumptions
Choose the Primary Format and Delivery Model
Sequence rule: Milestone 6 may reveal format implications, but the formal format and delivery decision belongs to Milestone 7.
Advanced deliverable
The Milestone 6 Project Validation File
Evidence Control
Validation brief, assumption inventory, question architecture, source ledger, evidence hierarchy and claim map.
Decision Analysis
Audience signals, comparable portfolio, contradiction register, opportunity assessment and risk gates.
Responsible Action
Validation tests, positioning record, formal memorandum, earlier milestone revisions and Milestone 7 handoff.
Gate 1 — Foundation ready
Define the decision before collecting more information
Project Validation Brief
- Project, audience and intended outcome
- Central message and three message pillars brought forward from Milestone 5
- Human contribution and source boundaries from Milestone 4
- Current proposed project scope and first complete version
- Required, optional and currently excluded components
- Decision this research must support
- Investment, deadline and consequences of being wrong
Build the assumption inventory
List assumptions about audience, problem, outcome, central message, project boundaries, trust, competition, production, rights, access, distribution and support. Mark each supported, partly supported, untested, contradicted or outside current scope.
Gate 1 passes when: the decision, central message, current project direction, major assumptions and consequences are explicit.
Gate 2 — Evidence sufficient
Create an evidence system that can be audited
Question architecture
Separate strategic, decision, verification and validation questions. Every question must affect a named decision.
Evidence ledger
Preserve source details, exact finding, location, date, limitation, interpretation and project implication.
Use the evidence hierarchy
| Class | Meaning | Appropriate use |
|---|---|---|
| A — Direct | Official documentation, original research, legislation, direct observation or first-party records | Important factual and requirement claims |
| B — Corroborated | Reputable analysis supported by multiple credible sources | Context and supported interpretation |
| C — Audience or observational | Reviews, interviews, queries, comments, support records and behaviour | Language, barriers, sentiment and experience |
| D — Hypothesis or lead | Unverified claim, anecdote, AI output or emerging possibility | Questions to investigate—not public proof |
Evidence Ledger Fields
- Source ID, title, creator or organization, URL and access date
- Publication and last-updated dates
- Evidence class and research question
- Exact claim, excerpt, page, timestamp or data location
- Jurisdiction, audience or market context
- Known limitation, conflict or missing context
- Corroborating and contradicting source IDs
- Interpretation, decision implication and follow-up
- Freshness status: stable, time-sensitive, recheck before launch or expired
Score only decision-critical sources
Score authority, directness, currency, transparency, relevance, independence and corroboration from 0–2. The score structures judgment; it does not create truth or certainty.
Gate 2 passes when: every decision-critical conclusion is traceable, appropriately classified and current enough for its use.
Bias controls
Make it harder to prove only what you already want to believe
Disconfirming evidence
Require at least one credible source or observation that could weaken the preferred direction.
Comparable diversity
Include direct, audience, format, established, independent, free and weak examples.
Observation separation
Keep what happened, what it may mean and what decision follows in separate fields.
Pre-set test rules
Define success, failure and guardrails before reviewing results.
Audience and alternatives
Build the Audience Signal Bank and Comparable Portfolio
Audience Signal Fields
- Date, channel and audience segment
- Exact wording or close paraphrase
- Need, attempted solution, barrier and urgency
- Experience level and trust concern
- Repeated, isolated or contradictory
- Possible message, boundary or project implication
Audience statements reveal experience and belief. They do not automatically prove market size, factual accuracy or willingness to pay.
Advanced comparable portfolio
- Closest direct comparable
- Same audience, different format
- Same outcome, different audience
- Established or premium example
- Independent creator example
- Free substitute
- Weak, outdated or poorly reviewed example
- Optional adjacent-industry reference
| Analysis area | Record consistently |
|---|---|
| Audience and outcome | User, situation, promise, limits and credibility |
| Message and positioning | Central idea, supporting themes, language, distinction and boundaries |
| Scope and experience | Components, sequence, examples, tools, support and completion burden |
| Access and business model | Free, paid or recurring access, pricing, updates and upsells |
| Trust | Authority, evidence, demonstrations, policies and responsible boundaries |
| Response | Repeated praise, criticism, confusion and unmet expectations |
| Production burden | Time, skill, collaborators, software, support and maintenance |
| Strategic lesson | Useful principle, visible weakness, missing support and what must not be copied |
Claim control
Create the Claim-to-Evidence Map
Every important public claim should have a visible evidence path.
Claim Map Fields
- Proposed public claim
- Claim type: descriptive, process, outcome-support or performance
- Supporting source IDs
- Contradicting or limiting evidence
- Confidence: strong, moderate, limited or unresolved
- Permitted wording
- Wording that must not be used
- Expiry or recheck date
- Owner responsible for verification
Contradictions and opportunity
Record uncertainty instead of forcing agreement
Contradiction Register
- Claim or assumption
- Supporting evidence
- Contradicting evidence
- Difference in date, definition, method or audience
- Current interpretation and confidence
- Affected decision
- Action: resolve, qualify, test, disclose, seek advice or exclude
Assess a possible gap responsibly
Score repeated evidence, audience importance, outcome relevance, creator credibility, feasibility, distinction, commercial usefulness and ethical or rights suitability from 0–3.
Avoid “no one is doing this,” “the market is wide open,” “guaranteed demand” and “completely original.”
Gate 3 — Risks controlled
Build the Risk and Dependency Register
Review factual accuracy, rights, copyright, trademark, privacy, identity, cultural context, collaborators, platform policy, software dependency, production cost, support obligations, pricing, claims, distribution and accessibility.
Risk Fields
- Risk, cause and affected project area
- Likelihood and impact
- Evidence and current mitigation
- Owner and deadline
- Residual risk and proceed condition
- Escalation or specialist-review point
Gate 3 passes when: material risks are mitigated, accepted with clear conditions or escalated appropriately.
Gate 4 — Test passed
Run the smallest test that can change the decision
Message test
Test whether the intended audience understands the problem, central message, promise and boundary.
Usability test
Use a sample chapter, pilot episode, prototype, workshop segment or one-song release.
Completion and trust test
Observe whether users can reach a small outcome and trust the evidence and guidance.
Action or offer test
Use qualified replies, waitlists, pre-orders or a small pilot. Illustrative tests might include a C$9 workshop, C$19 workbook or C$29 focused path—not automatic recommendations.
Validation Test Record
- Hypothesis and assumption tested
- Audience segment and method
- Sample or activity volume
- Success threshold, failure threshold and guardrail
- Time period
- Observed result and limitation
- Decision triggered by the result
Gate 4 passes when: the test meets its pre-set threshold or produces a documented revision, further-test or hold decision.
Positioning and three creator roads
Translate evidence into Sound, Voice and Brand
Find Your Sound
Apply findings to references, production burden, cultural context, rights, disclosure and release presentation.
Find Your Voice
Apply audience language and evidence to tone, depth, story perspective, teaching style, sourcing and boundaries.
Find Your Brand
Apply findings to positioning, trust, offer structure, support, conversion and the broader creator journey.
Responsible AI use
Use AI to audit supplied evidence—not manufacture it
Review this evidence ledger. Identify unsupported interpretations, missing dates, evidence used beyond its reasonable scope, unaddressed contradictions and claims requiring re-verification. Cite the supplied record field behind every concern.
Assume my preferred project direction may be wrong. Using only the supplied records, identify the strongest disconfirming evidence, missing alternatives and assumptions that remain untested.
Classify each proposed claim as strongly supported, moderately supported, limited or unresolved. Rewrite unsupported conclusions as clearly labelled hypotheses.
Recommend proceed, proceed with conditions, revise, test further, seek advice or hold. Cite the supplied record section supporting every recommendation.
Human-review test: Can you explain where every conclusion came from without saying, “The AI told me”?
Gate 5 — Decision approved
Write the Project Validation Memorandum
Memorandum Sections
- Project and decision under review
- Audience, outcome and human contribution
- Central message and message pillars from Milestone 5
- Current proposed project scope and boundaries
- Evidence reviewed and freshness
- Strongest findings
- Audience and comparable findings
- Important contradictions
- Evidence-supported opportunity
- Claim permissions and restrictions
- Main risks and conditions
- Validation-test result
- Positioning decision
- Revisions to the central message, audience, outcome or current project scope
- Milestone 7 format implications
- Final decision and immediate next action
- Future research triggers
Proceed
Evidence supports the direction and material risks are controlled.
Proceed with conditions
Move only after named checks, permissions or revisions.
Revise
A major project assumption, message or boundary must change.
Test further
Behaviour, usability or trust remains insufficiently tested.
Seek advice
A material issue requires suitable specialist review.
Hold
The project should not proceed in its current form.
Gate 5 passes when: the memorandum clearly explains what the evidence supports, what remains uncertain, what conditions apply and why the current decision is responsible.
Completion standard
Before marking VIP Milestone 6 complete
- The Validation Brief and assumption inventory are complete.
- The central message and message pillars from Milestone 5 are clearly stated.
- The current proposed project scope and boundaries are clearly stated.
- Questions are tied to real decisions.
- Decision-critical evidence is traceable and current.
- Disconfirming evidence was actively sought.
- Audience signals are not being misused as proof of demand.
- The comparable portfolio is varied and consistently analyzed.
- Claims, contradictions and risks have assigned actions.
- Test thresholds were set before results were interpreted.
- Any earlier milestone revisions and Milestone 7 implications are recorded.
- The Validation Memorandum and future review triggers are saved.
Continue the official progression
Carry the Validation File into Milestone 7
Milestone 6 answers: What does the evidence support, challenge or require us to test?
Milestone 7 will answer: Which primary format and delivery model best fit the validated audience, outcome, central message, constraints and support needs?
Frequently asked questions
VIP Milestone 6 FAQ
Is this a formal market-research study?
No. It is an advanced independent-creator decision system. Formal studies may require specialist methods, larger samples or professional research support.
Do I need to score every source?
No. Score the sources carrying important claims or materially affecting the decision. Contextual sources can remain in the ledger without full scoring.
How many comparable projects should I analyze?
Seven varied roles are recommended, with an optional adjacent-industry example. Complex projects may require more.
What should I do when credible sources disagree?
Record both positions, compare dates, definitions, methods and audiences, seek more direct evidence and qualify the conclusion when disagreement remains.
Can audience comments prove demand?
No. They can reveal language, experience, barriers and possible interest. Behavioural tests and qualified actions provide stronger validation signals.
How much validation is enough?
You need enough to make the next decision responsibly, control material risks and state important uncertainty. Required depth rises with the consequences of being wrong.
Can AI conduct the research for me?
AI can organize and audit supplied evidence, but it must not replace traceable sources, human review or appropriate specialist advice.
When should I stop or seek advice?
Stop, revise or seek suitable advice when a critical rights issue, untraceable central claim, unmitigated high-impact risk or consequential issue outside your competence remains unresolved.
