# Course Beta Evidence Report ## 1. Executive Decision * **Primary Decision:** REVISE BEFORE SCALING * **Confidence Level:** Medium * **Evidence Quality:** Moderate * **Sample Limitation:** Six paid participants provide useful early evidence but cannot establish broad demand. * **One-Sentence Diagnosis:** Paid commitment and template usage support another small bookkeeping cohort, but the tax-advice boundary and curriculum sequence require repair. The beta produced a meaningful paid-demand signal and several participants completed key implementation steps. However, one refund and repeated tax-related questions show that the offer boundary was unclear. The receipt workflow also appeared too late for several participants. Another small cohort is reasonable after these issues are corrected. ## 2. Evidence Inventory ### Verified Quantitative Evidence | Metric | Supplied Value | Calculation | Interpretation Limit | | ------------------------ | -------------: | ----------------- | ----------------------------------------------- | | Applications | 8 | Supplied directly | Acquisition source is unknown. | | Paid Enrollments | 6 | 6 ÷ 8 = 75% | Small and potentially prequalified sample. | | Regular Attendance | 5 | 5 ÷ 6 = 83.3% | Attendance does not prove implementation. | | Category Map Completion | 4 | 4 ÷ 6 = 66.7% | Quality was not independently assessed. | | Monthly Close Completion | 3 | 3 ÷ 6 = 50% | Only half completed the full deliverable. | | Refunds | 1 | 1 ÷ 6 = 16.7% | One case cannot establish a normal refund rate. | | Final Survey Responses | 5 | 5 ÷ 6 = 83.3% | One participant’s experience is missing. | ### Verified Qualitative Evidence * Four respondents identified the templates as the most useful component. * Three respondents wanted the receipt workflow introduced earlier. * Two participants repeatedly asked for tax-specific guidance. * One participant requested a refund because they expected personal tax advice. ### Missing Evidence * Starting and ending record-organization quality * Time required to complete each assignment * Reasons one participant did not answer the final survey * How applicants discovered the beta * Whether participants would pay the same price again ## 3. Evidence Reliability Audit | Evidence Source | Rating | Reason | Bias or Limitation | | --------------------- | -------- | ----------------------------------- | ------------------------------------------------------ | | Payment records | Strong | Direct evidence of buyer commitment | Small sample | | Attendance records | Strong | Observable participant behavior | Does not measure learning | | Assignment completion | Moderate | Shows implementation activity | Quality criteria were not supplied | | Final survey | Moderate | Five of six participants responded | Self-reported and potentially positive-response biased | | Refund explanation | Moderate | Directly reported reason | Single participant | ## 4. Participant Journey Analysis | Stage | Evidence | Friction | Successful Element | Required Repair | | ------------------- | ------------------------------------- | --------------------------------------- | ---------------------------------------- | ---------------------------------------- | | Discovery | Not collected | Insufficient evidence | Insufficient evidence | Track acquisition sources | | Enrollment | Six participants paid | One buyer misunderstood the scope | Paid commitment | Clarify the no-tax-advice boundary | | Onboarding | Not collected | Insufficient evidence | Insufficient evidence | Add a scope acknowledgement | | First Action | Four completed the category map | Receipt setup occurred too late | Templates encouraged action | Introduce receipt setup first | | Core Implementation | Three completed the monthly close | Half did not complete the final process | Guided checklist | Add a midpoint completion checkpoint | | Support | Two repeatedly requested tax guidance | Scope confusion | Weekly office hour | Add a boundary FAQ and referral guidance | | Completion | Three completed the full deliverable | Completion remained limited | Some participants implemented the system | Add progress tracking | | Outcome Review | Five survey responses | No independent quality review | Useful qualitative feedback | Add objective completion criteria | ## 5. Feedback Theme Clusters ### Theme 1 — Template Value * **Supporting Evidence:** Four participants identified the templates as the most useful component. * **Number of Supporting Mentions:** 4 * **Contradictory Evidence:** None supplied * **Severity:** Medium * **Recommended Response:** Keep the templates as the central implementation system and connect each workshop to one specific template. ### Theme 2 — Receipt Workflow Sequence * **Supporting Evidence:** Three participants wanted the receipt workflow introduced earlier. * **Number of Supporting Mentions:** 3 * **Contradictory Evidence:** None supplied * **Severity:** High * **Recommended Response:** Move receipt organization to the first week before transaction categorization. ### Theme 3 — Tax-Advice Expectations * **Supporting Evidence:** Two repeated tax questions and one refund caused by incorrect expectations. * **Number of Supporting Mentions:** 3 * **Contradictory Evidence:** None supplied * **Severity:** Critical * **Recommended Response:** Rewrite the landing page, checkout, onboarding, and support boundaries to state that individualized tax advice is excluded. ## 6. Curriculum Repair Map | Component | Action | Evidence | Specific Revision | | ----------------------- | ------ | ----------------------------- | ---------------------------------------------- | | Templates | Keep | Four positive mentions | Use one core template during every workshop | | Receipt Workflow | Revise | Three sequencing complaints | Move it to week one | | Category Map | Revise | Four completions | Add a completed example and review checklist | | Monthly Close Checklist | Revise | Three completions | Add a guided midpoint and final checkpoint | | Tax Q&A | Remove | Scope conflict and one refund | Replace it with professional referral guidance | | Weekly Office Hour | Keep | Provided support access | Add written scope boundaries before questions | ## 7. Promise-to-Outcome Audit | Promise Element | Delivery Support | Outcome Evidence | Status | Safer Wording | | ------------------------------ | ------------------------------- | ----------------------------------------- | --------------------- | ---------------------------------------------------------------------- | | Organize business transactions | Workshops and category template | Four category maps completed | Partially Supported | Build and begin using a transaction-category system | | Organize receipts | Receipt workflow | Participants requested earlier sequencing | Insufficient Evidence | Set up a repeatable receipt organization process | | Complete a monthly close | Checklist and guided workshop | Three participants completed it | Partially Supported | Practice a guided monthly close process | | Prepare for tax filing | No individualized tax support | Refund and repeated tax questions | Unsupported | Prepare organized records for discussion with a qualified professional | ## 8. Participant Segmentation ### Core Audience * **Defining Characteristic:** Freelance designers earning revenue with disorganized records * **Starting Condition:** Access to transactions but no consistent monthly process * **Participation Pattern:** Used templates and attended workshops * **Outcome Pattern:** Some completed category maps and monthly closes * **Support Need:** Structured implementation guidance * **Future-Fit Decision:** Core Audience ### Needs Screening * **Defining Characteristic:** Participants seeking individualized tax advice * **Starting Condition:** Tax-specific questions or expectations * **Participation Pattern:** Required support outside the course scope * **Outcome Pattern:** One refund occurred * **Support Need:** Qualified tax professional * **Future-Fit Decision:** Needs Screening ## 9. Delivery Model Audit | Delivery Option | Evidence For | Evidence Against | Creator Cost | Recommended Use | | --------------- | -------------------------------------- | ------------------------------------------ | ------------ | ---------------------------- | | Self-Paced | Templates were valued | Completion may decline without support | Low | Supplemental materials only | | Guided Cohort | Attendance and implementation occurred | Requires weekly delivery | Medium | Recommended core format | | Live Workshop | Supports direct instruction | May not provide enough implementation time | Medium | Use for individual stages | | Hybrid | Combines templates and calls | Requires clear sequencing | Medium | Strong option after revision | | Premium Support | Could help completion | Risks crossing into tax advice | High | Do not offer yet | ## 10. Support Burden Analysis ### Must Remain Human * Review of participant implementation questions * Clarification of bookkeeping-organization concepts * Escalation when professional tax guidance is required ### Can Be Standardized * Category-map examples * Receipt-folder setup * Monthly-close checklist * Frequently asked scope questions ### Requires Better Onboarding * Difference between bookkeeping organization and tax advice * Participant prerequisites * Required access to records * Weekly time commitment ### Can Be Removed * Tax-specific Q&A * Any activity implying personalized tax recommendations ## 11. Pricing and Offer Evidence | Hypothesis | Price Direction | Evidence Required | Main Risk | | ------------------------ | ------------------------- | -------------------------------------------- | --------------------------------------- | | Maintain $149 | No change | Second-cohort payment and completion data | Scope confusion may continue | | Lower introductory price | Slight decrease | Evidence that price blocked qualified buyers | May attract low-commitment participants | | Higher guided price | Increase only after proof | Better completion and reduced refunds | Increased support expectations | The supplied evidence shows six people were willing to pay $149, but it does not prove that this is the optimal market price. ## 12. Proof Asset Opportunities | Potential Asset | Current Evidence | Permission Needed | Verification Needed | Safe Use | | ---------------------------- | ---------------------- | --------------------------- | -------------------------------- | ------------------------------------- | | Template usefulness summary | Four survey mentions | Yes for direct quotations | Preserve original survey records | Anonymized aggregate statement | | Category-map completion rate | Four of six completed | No names needed | Confirm completion criteria | Anonymous completion statistic | | Monthly-close completion | Three of six completed | No names needed | Confirm deliverable quality | Internal product-improvement evidence | | Participant quote | Survey responses | Explicit written permission | Preserve exact wording | Use only after approval | ## 13. Final-Course Revision Blueprint ### Priority 1 — Blocking Repairs * **Supporting Evidence:** One refund and repeated tax questions * **Exact Change:** Add a clear no-tax-advice statement to the landing page, checkout, onboarding, and first workshop * **Responsible Owner:** Creator * **Completion Check:** Every participant acknowledges the boundary before payment * **Risk if Ignored:** Further refunds and inappropriate support requests ### Priority 2 — Outcome Repairs * **Supporting Evidence:** Three sequencing complaints * **Exact Change:** Move receipt organization to week one * **Responsible Owner:** Creator * **Completion Check:** Every participant creates the required folder structure before week two * **Risk if Ignored:** Participants begin categorization without organized source records ### Priority 3 — Efficiency Repairs * **Supporting Evidence:** Repeated tax questions * **Exact Change:** Create a written scope FAQ and professional-referral guide * **Responsible Owner:** Creator * **Completion Check:** FAQ is included in onboarding * **Risk if Ignored:** Repeated explanations consume live support time ### Priority 4 — Optional Enhancements * Add a visual category-map example * Add a progress tracker * Add a final self-review rubric ## 14. Next Validation Test * **Hypothesis:** Clearer scope and earlier receipt setup will improve completion and reduce support confusion. * **Target Participant:** Up to ten qualified freelance designers * **Test Format:** A second paid four-week cohort * **Minimum Sample:** Five paid participants * **Evidence to Collect:** Scope acknowledgement, weekly task completion, support questions, refunds, and final checklist completion * **Success Threshold:** At least 60% complete the monthly close with no refund caused by tax-advice expectations * **Warning Threshold:** More than two participants repeatedly request tax guidance * **Stop Condition:** The offer continues attracting buyers primarily seeking individualized tax advice These thresholds are decision rules and do not guarantee future performance. ## 15. Final Decision Rules The course should not scale beyond a small cohort until the tax-advice boundary is corrected and completion evidence improves. A second cohort is appropriate after the blocking repairs because paid commitment and participant implementation are visible. ## 16. Immediate Next Action Rewrite the landing-page, checkout, and onboarding language to state clearly that the program provides bookkeeping organization and does not provide individualized tax advice.