06 · Content Direction
The credible antidote to finfluencers
Content is the product. Every lesson, coach answer, newsletter and short video draws on one reviewed, versioned curriculum. Each piece teaches a concept, connects it to a real decision, and makes a single next step easy. We publish faster than a traditional publisher because AI drafts. We publish safer than a creator because a credentialed reviewer and a compliance check sign off every version.
4 tracks · 11 lessons in the prototype25-module 12-month mapAI-drafted, human-signedEducation-only
Positioning & voice
Who we sound like
Positioning: for people who want to start investing but don’t trust the feed, WealthCreate is the place to learn it properly, practice it safely and then do it for real. Unlike finfluencers, every lesson is reviewed by a credentialed professional. Unlike a brokerage’s learning centre, we are not trying to make you trade more.
The opening is real. Misleading finance videos averaged about 555k views against 326k for accurate ones.[4] Only 3% of adults trust AI with money “a great deal.”[8] General financial-literacy videos were accurate 57.8% of the time, against trading-tips videos that were 40.6% misleading, so a credentialed, fact-checked brand has room to own the space.[5] And 70% of investors say they would invest more with more opportunities to learn.[2]
| We are | We are not | Sounds like |
|---|---|---|
| Plain-spoken | Jargon-heavy or condescending | “An expense ratio is the yearly fee a fund charges. 0.03% is $3 a year on $10,000.” |
| Calm and honest about risk | Hype, urgency, FOMO | “Broad US stocks have had several years with losses of 20% or more. Here is what that felt like.” |
| Evidence-led | Opinion dressed as fact | “S&P’s SPIVA scorecards have repeatedly found most active large-cap funds lag their benchmark over 10–15 years.” |
| Encouraging | Shaming (“you’re behind”) | “Starting small still counts. Here is what $50 a month does over 30 years, hypothetically.” |
| Educational | Advisory (“you should buy…”) | “Here’s how people generally compare a Roth and a Traditional IRA.” |
| Transparent about AI | “AI-powered returns” | “Your coach is an AI tutor. It answers from our reviewed lessons and shows you which one.” |
Content pillars
Five pillars, each tied to a job-to-be-done
1 · Foundations first
Cash flow, emergency funds, debt. Earns trust with people who are not ready to invest yet.
Job: “Get my money stable enough to start.”
2 · Own the haystack
Index funds, ETFs, allocation, fees: the low-cost core most long-term investors rely on.
Job: “Make my first investment without feeling stupid.”
3 · Risk, lived
Drawdowns, volatility and time horizon, taught through simulation. Risk is the weakest literacy domain, at 36%.[3]
Job: “Know what a bad year will feel like before it happens.”
4 · Truth over hype
Debunks, behavioural traps, spotting scams. 37% of investors worry about fraud.[1]
Job: “Help me tell real strategies from hype.”
5 · Money milestones
First 401(k), Roth vs Traditional, investing for a child (Trump Accounts went live July 2026).[31]
Job: “Help me with the decision in front of me right now.”
Curriculum architecture
Tracks → modules → lessons → cards, quiz and one practice action
Every lesson has the same shape, and the prototype already uses it: three to five cards (about 4–6 minutes), one key idea, a retrieval quiz, and where it fits, a practice action that links the concept to a tool. Modules group three to five lessons around one decision. Tracks group modules by level. Each lesson version records its reviewer, and that record is what the coach cites.
| Track (prototype) | Level | Lessons today | Reviewer stamps |
|---|---|---|---|
| Money Foundations | Start here | Pay yourself first · Your emergency fund comes first · The 22% problem: high-interest debt | CFP® reviewer |
| Investing 101 | Beginner | What you actually own when you buy a stock · Compounding: the eighth wonder (with math) · Risk, return, and your time horizon | CFA® charterholder |
| Index Funds & ETFs | Beginner+ | Index funds: owning the haystack · ETFs vs. mutual funds, plainly · Diversification: don't bet the house | CFA® charterholder |
| Investor Mindset | All levels | How to spot bad money advice online · Your brain on markets: 4 behavioral traps | Compliance + CFP® reviewer, CFP® reviewer |
12-month curriculum map
The map moves from stability to ownership to real decisions, in the order that the research says people get stuck: not knowing how, fearing risk, then not trusting the source.[33] Three new tracks (Accounts & Taxes, From Practice to Real, Life Milestones) and a Retirement track join the four that exist.
| Month | Level | Track | Module | Practice action | Status |
|---|---|---|---|---|---|
| M1 | Start here | Money Foundations | Cash-flow basics: pay yourself first, emergency fund, the 22% problem | Set a monthly contribution in the Goal Planner | Live |
| M1 | Beginner | Investing 101 | What you own: stocks as businesses, compounding | See the cost of waiting | Live |
| M1 | All levels | Investor Mindset | Spotting bad advice; four behavioural traps | Grade three real-style social posts | Live |
| M2 | Beginner | Investing 101 | Risk, return and time horizon; volatility vs permanent loss | Sort goals into short and long horizons | Partial |
| M2 | Beginner+ | Index Funds & ETFs | Index funds, ETFs vs mutual funds, diversification | Build a 3-fund practice portfolio | Live |
| M2 | Start here | Money Foundations | Budget systems that survive real life | Pick a budgeting method and automate one rule | Planned |
| M3 | Beginner+ | Index Funds & ETFs | Reading a fund fact sheet: fees, holdings, tracking | Compare two ETFs side by side in practice | Planned |
| M3 | All levels | Investor Mindset | Living through a drawdown | Hold a practice portfolio through a simulated −30% year | Planned |
| M3 | Beginner | Accounts & Taxes | Account types 101: taxable, IRA, 401(k), HSA | Map your goals to account types | Planned |
| M4 | Beginner | Accounts & Taxes | The 401(k) and the employer match | Calculate the match you may be leaving behind | Planned |
| M4 | Beginner | Accounts & Taxes | Roth vs Traditional IRA | Work through the decision tree with hypothetical numbers | Planned |
| M5 | Beginner+ | Investing 101 | Asset allocation and the three-fund idea | Rebuild the practice portfolio at two risk levels | Planned |
| M5 | All levels | Investor Mindset | Fees, friction and the cost of trading often | Replay a year of frequent vs buy-and-hold trades | Planned |
| M6 | Beginner+ | From Practice to Real | Your first real investment: accounts, order types, fractional shares | Walk through an order ticket in explain mode (Phase 2) | Planned |
| M6 | Beginner+ | From Practice to Real | Automating: recurring investing and dollar-cost averaging | Set up a recurring ETF purchase (Phase 2) | Planned |
| M7 | Intermediate | Investing 101 | Bonds and cash: the stabilizers | Add a bond sleeve and compare drawdowns | Planned |
| M7 | All levels | Investor Mindset | Crypto, options, meme stocks: what the risk looks like | Simulate a speculation sleeve capped at a set % | Planned |
| M8 | Intermediate | Accounts & Taxes | Taxes on investments: gains, dividends, wash sales (general) | Tag hypothetical trades by tax treatment | Planned |
| M8 | Beginner | Life Milestones | Investing for a child: Trump Accounts vs 529 vs custodial | Project a hypothetical child account | Planned |
| M9 | Beginner | Life Milestones | Big purchases: down-payment money vs long-term money | Split a goal into two buckets in the Goal Planner | Planned |
| M10 | Intermediate | Investing 101 | Rebalancing without drama | Rebalance the practice portfolio after a shock | Planned |
| M10 | Intermediate | Retirement | Am I on track? Savings rate and retirement fluency | Run the on-track check with hypothetical inputs | Planned |
| M11 | All levels | Investor Mindset | Reading financial news without reacting | Annotate a week of headlines | Planned |
| M11 | Start here | Money Foundations | Credit scores and borrowing costs | Compare two loan offers | Planned |
| M12 | Intermediate | Retirement | Sequence risk and withdrawal basics | Replay two retirees with the same average return | Planned |
Pedagogy
Six principles grounded in research
| Principle | Evidence | How the product applies it |
|---|---|---|
| Microlearning | MOOC completion is only 5–15%; short courses report much higher completion (vendor figures)[12][13] | Lessons of 4–6 minutes; one idea per card; a module finishes in a week of short sessions. |
| Retrieval practice | Financial education has positive causal effects on knowledge and behaviour across 76 RCTs[9] | Every lesson ends in a quiz. Explanations teach on wrong answers, not just mark them. |
| Spaced repetition | Effects decay to near zero within about 20 months without reinforcement[10] | Attempt rows schedule a review card at increasing intervals, and the newsletter resurfaces key ideas. |
| A tutor that withholds answers | A tutor told not to give direct answers produced more than double the median learning gains in a Harvard RCT (n=194, two physics lessons)[11] | The coach asks a question back before explaining, and cites the lesson instead of answering from scratch. |
| Tie lessons to real decisions | Just-in-time education beats front-loaded courses; auto-enrollment raised 401(k) participation from 37% to 86%[10][17] | Every module ends in a one-tap default or a real-world step: automate a transfer, check the match, set a recurring deposit. |
| Simulate risk, not stock-picking | Simulator time alone showed no effect on real trading; risk simulations improved decisions[15][16] | The practice portfolio runs drawdown scenarios. There are no leaderboards and no returns contests. |
Formats mix
What we make, how often, and what it costs to make
| Format | Role | Cadence (Phase 1) | Effort per unit | Notes |
|---|---|---|---|---|
| In-app lesson | Core curriculum; coach retrieval source | 3–4 per week | Medium: AI draft, SME edit, compliance pass | The unit everything else points back to |
| Short video (60–90s) | Acquisition on YouTube, TikTok, Instagram | 2–3 per week | Medium: script from a lesson, credentialed presenter | 61% of under-35 investors use YouTube for investing information[1]; delivery on Mux beyond the free tier is $0.0008/min at 720p[32] |
| Weekly newsletter | Retention plus spaced review | Weekly | Low: assembled from the week’s lessons | Finance newsletters average about a 43% open rate[29] |
| Calculators / tools | Evergreen SEO and lead capture | 1 per month | High at first (engineering), near zero after | Every projection carries a hypothetical label |
| Debunk posts | Truth over hype; social and SEO | 1 per week | Low to medium | Never names an individual creator; addresses the claim |
| Live cohorts | Premium test; community | 1 four-week cohort per quarter | High: facilitator time | Phase 1 late test; recorded sessions become lessons |
Production pipeline
AI drafts. Humans sign. Every version is kept.
| Step | Who | What is checked | Output |
|---|---|---|---|
| 1 Brief | Content lead | Learning objective, persona, pillar, the decision it supports, required sources | Brief with an objective and a quiz blueprint |
| 2 AI draft | Model, grounded on the brief and approved sources | Structure (cards, key idea, quiz, practice action), reading level | Draft v0.x with every claim linked to a source |
| 3 SME edit | CFP® or CFA® reviewer | Factual accuracy, missing nuance, wrong-answer explanations | Reviewer-signed draft |
| 4 Compliance review | Compliance owner (fractional in Phase 1; partner review in Phase 2 for promotional content) | No individualized advice, no performance promises, hypotheticals labeled, fair and balanced risk | Compliance sign-off record |
| 5 Publish | Content lead | Final read; publish creates an immutable LessonVersion | LessonVersion vX.Y, embedded and indexed for the coach |
| 6 Monitor | Content + data | Quiz item difficulty, coach citation frequency, user flags, scheduled re-review | Revision briefs, which start back at step 1 |
Versioning rules
- Major (2.0): a claim, number or recommendation pattern changes. Full SME and compliance review, re-embed, and old citations stay pointed at the old version.
- Minor (1.3): new example or card, no change to claims. SME review.
- Patch (1.2.1): typos and formatting. Content lead only.
- Time-sensitive facts (contribution limits, account rules) carry a review-by date and are re-reviewed every year.
Who can never be skipped
- No lesson publishes without an SME signature and a compliance signature.
- No AI-drafted social post publishes without the same compliance check. Firms are responsible for communications whether a human or AI wrote them.[20]
- Paid creator content is treated as our own communication and reviewed the same way.
Guardrails
Compliance rules for content and marketing
| Rule | When it applies to us | What it means in practice |
|---|---|---|
| FINRA Rule 2210 | Phase 2 onward, through the broker partner. The partner treats our promotional content as its retail communication.[22] | Partner review rights over anything promoting the brokerage, including AI output. Third-party posts we pay for or help prepare count as firm communications; M1 Finance paid $850k after a 2023 sweep.[21] |
| SEC Marketing Rule 206(4)-1 | If an advisory service is ever offered (Phase 3). Generic education is generally not an advertisement.[23] | Testimonials and endorsements need disclosures. Hypothetical performance needs policies on audience relevance. Keep a substantiation file now so it exists later. |
| Projections | FINRA amendments now permit projections and targeted returns in some circumstances[28] | Our calculators label every output as hypothetical, show the assumptions and a range, and never imply a promise. |
| UK financial promotions (FSMA s.21, FG24/1) | Any UK audience. Firms are responsible for promotions they cause to be made, including by influencers.[25] | No UK promotional content without an authorized approver. Enforcement is active, with finfluencer prosecutions in 2025 and 2026.[26] |
| Finfluencer partnerships | Any paid creator[24] | Written contract, clear #ad disclosure, our scripts or pre-review, a takedown right, and an archive of every post. |
| AI claims | All marketing[27] | Describe what the AI does and what it is grounded in. Never claim AI-picked or market-beating returns. |
| Gamification limits | All product and marketing[18][19] | Celebrate learning milestones only. No rewards, confetti or prize draws tied to trades, and no market-timing push notifications. |
Acquisition
SEO and social topic clusters
| Cluster | Pillar | Example pages | Hub asset / CTA |
|---|---|---|---|
| How to start investing | Own the haystack | Investing for beginners; how much to start with; first ETF explained | Start-here track; placement quiz |
| Index funds vs ETFs | Own the haystack | Index fund vs ETF; expense ratios explained; what is VTI vs VOO (educational) | Fund fact-sheet lesson; fee-drag calculator |
| Roth IRA and the 401(k) match | Money milestones | Roth vs Traditional; what is a 401(k) match; can I have both | Match calculator; Accounts track |
| Compound interest | Own the haystack | Compound interest calculator; Rule of 72; cost of waiting | Goal Planner (hypothetical labels) |
| Trump Accounts | Money milestones | Trump Account how-to; Trump Account vs 529; employer contributions | Family track waitlist (new 2026 demand, little competition)[31] |
| Is [finfluencer claim] true? | Truth over hype | Debunks of recurring claims; how to spot a scam | Spot-bad-advice lesson; newsletter |
| Living through a crash | Risk, lived | What a 30% drop feels like; should I sell in a downturn (educational) | Drawdown simulator |
Social distribution follows where the audience learns. 48% of Gen Z learn about investing from social media.[6] Among UK Gen Z investors the mix is LinkedIn 46%, Instagram 44%, TikTok 43% and Reddit 40%.[7]
First 90 days
Editorial calendar
| Week | Asset | Pillar | Channel | CTA |
|---|---|---|---|---|
| 1 | Keyword validation sprint; voice chart and style guide published internally | All | Internal | — |
| 2 | “29% of finance videos are misleading. Here’s how to check one.” | Truth over hype | Blog + short video + LinkedIn | Join the waitlist |
| 3 | Newsletter issue #1: pay yourself first | Foundations first | Newsletter | Take the placement quiz |
| 4 | Compound interest calculator (hypothetical, with assumptions shown) | Own the haystack | SEO tool page | Save your plan → sign up |
| 5 | Index funds vs ETFs, plainly (lesson + explainer) | Own the haystack | Blog + YouTube | Start the Funds track |
| 6 | “Is a 22% credit card worse than any stock?” short | Foundations first | TikTok / Instagram / Shorts | Read the lesson |
| 7 | Trump Account explainer and a vs-529 comparison | Money milestones | SEO + parent communities | Family track waitlist |
| 8 | Closed beta invite: “Learn it, practice it, then do it” | All | Newsletter + waitlist email | Join the beta |
| 9 | Living through a −30% year (simulator walkthrough) | Risk, lived | Short video + blog | Try the drawdown scenario |
| 10 | Roth vs Traditional decision tree | Money milestones | SEO + Reddit (value-first, no links where the community disallows them) | Accounts track |
| 11 | Four behavioural traps, illustrated | Truth over hype | Instagram carousel + LinkedIn | Take the mindset quiz |
| 12 | Public launch: “Meet your AI tutor, grounded in reviewed lessons” | All | All channels + PR | Start free; annual plan offer |
| 13 | Launch retrospective issue: what learners asked the coach most | Truth over hype | Newsletter + blog | Ask the coach |
Measurement
Content KPIs
| KPI | Definition | Why it matters |
|---|---|---|
| Lesson completion | Lessons started → all cards seen and quiz submitted | Tells us whether the 4–6 minute format is holding attention |
| Mastery | First-try quiz accuracy, and accuracy on spaced review at 7 and 30 days | Learning, not just engagement |
| Practice-action rate | Share of lessons where the learner takes the practice action | The bridge from knowing to doing |
| Coach citation coverage | Share of coach answers citing a lesson; questions with no good source | Low-coverage questions become the next lesson briefs |
| Content-sourced sign-ups | Sign-ups attributed to SEO, social or newsletter | Organic CAC versus paid |
| Newsletter engagement | Open and click rate, measured against about 43% for finance newsletters | Health of the retention channel |
| Review cycle time | Brief → published, median days | Whether reviewer capacity is the bottleneck |
| Compliance defects | Issues found after publish, per 100 assets | Target zero; any defect triggers a pipeline review |
Style guide excerpt
Do / don’t
| Do | Don’t | Why |
|---|---|---|
| “Here’s how people generally compare VTI and VOO.” | “You should buy VTI.” | Impersonal education vs a security-specific recommendation |
| “A common guideline is three to six months of essential expenses.” | “You need six months saved.” | Guidelines, not instructions tailored to the reader |
| “Hypothetical: $300/month at 7% a year for 30 years. Not a prediction.” | “Turn $300 a month into $1M!” | Projections must show assumptions and must not read as promises |
| “Broad funds have historically recovered over long periods, but not always quickly.” | “Index funds always go up.” | Fair and balanced; no absolutes |
| “Your coach is an AI tutor that answers from our reviewed lessons.” | “Our AI picks winners.” | AI claims must be accurate and substantiated |
| “You finished the Funds track.” | Confetti for a first trade | Celebrate learning, never trading |
| “Expense ratio (the yearly fee)” | Unexplained jargon | Gen Z scores 38% on P-Fin questions; assume nothing |
| “Some creators claim X. Here is what the evidence says.” | Naming and shaming individual creators | Attack the claim, not the person |
Sources
- [1]FINRA Foundation NFCS investor study (Dec 2025)
- [2]FA Magazine: 70% would invest more with more chances to learn
- [3]TIAA Institute–GFLEC P-Fin Index 2025
- [4]Study of 1,764 finance videos: 29% misleading, 2.2% credentialed
- [5]DayTrading.com study: viral finance TikToks and accuracy by category
- [6]FINRA Foundation / CFA Institute: Gen Z investors
- [7]City AM: UK Gen Z investors’ platform mix
- [8]Fortune / Gallup: trust in AI for financial advice (Aug 2026)
- [9]Kaiser, Lusardi, Menkhoff & Urban (2022), JFE: 76 RCTs
- [10]Fernandes, Lynch & Netemeyer (2014), Management Science
- [11]Kestin et al. (2025): AI tutoring RCT, Scientific Reports
- [12]Online course completion statistics
- [13]Microlearning statistics
- [14]Duolingo streak and retention data
- [15]Simulator time had no effect on real trading (2023)
- [16]Risk simulation improves investment decisions (Zeisberger)
- [17]Thaler & Benartzi: Save More Tomorrow and auto-enrollment
- [18]Robinhood $7.5M Massachusetts gamification settlement
- [19]FCA occasional paper 66: digital engagement practices
- [20]FINRA 2210 FAQ: firms are responsible for AI-generated communications
- [21]FINRA 2210 and influencer programs (M1 Finance $850k)
- [22]FINRA Regulatory Notice 26-14 (Jul 2026)
- [23]SEC investment adviser Marketing Rule compliance guide
- [24]SEC risk alert on influencer and referral arrangements (Dec 2025)
- [25]FCA FG24/1: financial promotions on social media
- [26]Skadden: social media meets financial regulation (Oct 2026)
- [27]AI-washing compliance: SEC, FTC and state enforcement
- [28]SEC approves FINRA 2210 amendments on projections
- [29]Newsletter benchmarks (finance open rates, CPMs)
- [30]Unverified search-volume claim (“how to invest in stocks”)
- [31]Forbes: Trump Accounts launch (Jul 2026)
- [32]Mux pricing
- [33]Philadelphia Fed: why some Americans don’t invest