Reloaded
CEMI · Xperto — Estrategia Confidencial

Rexi Reloaded — Master Strategy & Transformation Plan

Plan de transformación · de comparador a co-piloto financiero · Junio 2026

Status: v0.1 — Draft for review Date: June 2026 Owner: CEMI / Xperto (incoming management, development & redesign) Scope: Takeover of management, development, redesign of rexi.do + tools + social channels + new revenue lines + learning campus + international expansion.


0. TL;DR — The One-Page Thesis

Rexi today is a financial-product comparison + lead-generation business for the Dominican Republic ("Conoce · Compara · Elige"), monetized by financial institutions ("sponsors") — the same core model as NerdWallet/Credit Karma, localized to RD. It generates ~RD$1.2M/month (~US$20K) and has ~70K combined social followers.

That model works today but is structurally exposed: a static comparison table is precisely the artifact that AI agents (ChatGPT shopping, Visa Intelligent Commerce, Mastercard Agent Suite — launching Q2 2026) will commoditize first. NerdWallet itself ($836M revenue, 92% gross margin in 2026) is publicly pivoting away from pure referral revenue toward subscriptions + partnerships + AI-native services for exactly this reason.

Our thesis: Don't defend the comparison table — become the intelligence layer on top of it. Rexi wins by owning three things an AI agent cannot easily replicate in the DR:

  1. 1. Proprietary, real-time, regulator-grade DR financial data + a pre-qualification engine wired to actual institutions (the highest-value asset already in the product).
  2. 2. Trust, brand, and a 70K→600K audience that we convert into a community and a distribution channel.
  3. 3. A relationship on both sides of the marketplace — consumers (free + paid) and institutions (B2B sponsors + corporate division) — plus an education campus that makes Rexi the place Dominicans learn money, not just compare it.

We execute this with an unfair advantage: a pre-built asset ecosystemCEMI SiteCraft (design, QA, and the multi-persona/multi-tier chatbot capability proven on Lawra.io and Ibizai.io), Ibizai.io interactive simulators, CEMI SOCIAL (social strategy + QR), Smoother Experiences (learning campus), CEMI MediaMax (short-form video, animation, narration), and Strategai (growth modeling).

Targets:

MetricToday+3 months+6 months
Monthly revenueRD$1.2MRD$2MRD$5M
Followers (per platform)26K / 25.6K / 18K~60–80K200K (stretch)
Paid individual subscribers0pilot (≥500)scale (≥5,000)
Business divisionnonelaunched (free + paid)SME + corporate live
Learning campusnonerexi.ailearning.global livemonetized (banks + corporates)
InternationalRD only1 country in pilot2–3 LatAm markets seeded

1. Situation Assessment

1.1 What Rexi is today (from rexi.do review)

1.2 Competitive landscape (DR, mid-2026)

1.3 The disruption clock (why we move now)

Implication: Rexi must become (a) the authoritative cited source AI agents pull from (Answer-Engine Optimization), (b) its own trusted AI assistant for money decisions, and (c) a two-sided business with revenue that isn't purely referral-traffic-dependent.


2. Strategic Pillars

  1. 1. From comparator to financial co-pilot. Rexi answers "what should I do," not just "what exists." Personalized, sourced, DR-specific.
  2. 2. Two-sided, multi-revenue. Consumers (free + Rexi Plus) and institutions (sponsor tiers + corporate division + data/lead products). Reduce single-source dependence.
  3. 3. Own the data & the pre-qualification rail. Real-time rates/fees + pre-qual eligibility is the moat AI can't scrape accurately. Make it the product.
  4. 4. Audience → community → distribution. Convert 70K passive followers into an engaged, growing, monetizable community; use interactive tools as viral hooks.
  5. 5. Educate to own the relationship. rexi.ailearning.global makes Rexi where Dominicans build financial capability — funnel + B2B revenue.
  6. 6. Be where the AI is. AEO, structured data, an MCP/agent endpoint, and a ChatGPT/assistant presence so Rexi is the source and the agent.
  7. 7. Designed for export. Architected multi-market from day one (LatAm-first), with a per-country tailoring playbook.

3. Product & Platform Redesign (SiteCraft-driven)

3.0 Brand direction (decided: bold refresh, preserve equity)

Keep the rexi.do / @rexifinanzas name, domain, and 70K following (equity we don't throw away), but execute a meaningful identity evolution inside SiteCraft's flavor system that signals the strategic shift from "comparador" to "co-piloto financiero." Tactics: a refreshed flavor (color/type/voice), the new tools + assistant as the visible hero, an updated tagline that keeps "Conoce · Compara · Elige" but adds the co-pilot promise (e.g., "Conoce. Compara. Elige. Con Rexi de tu lado."), Hispanic/Latino imagery (SiteCraft standard), and SVG iconography. The rebrand is evolution with intent, not a name change — so audience equity transfers while perception modernizes.

3.1 Approach: rebuild front-end, migrate data + engine

Decided: We expect a full handover — codebase, CMS, the rate/fee/entity data pipelines, AND the pre-qualification engine. So the plan is: preserve and migrate the data + pre-qual engine (the moat), and rebuild the front-end on the confirmed SiteCraft "Niche AI Site" stack (Astro 5 + Svelte 5 islands + Vanilla CSS flavor system + Firebase + Pagefind + GA4). This gives us: the flavor/theme system, the multi-persona chatbot protocol, the interactive-island architecture, and a Krug/Nielsen QA gate baked in — while keeping continuity of the highest-value assets.

Migration sub-plan (Phase 0/1): audit legacy data schema & pipelines → wrap pre-qual engine behind a clean API → port rate/fee/entity data into the new data layer (with "vigente al [fecha]" stamps) → rebuild comparators + pre-qual UX as Svelte islands on top → cut over with redirects preserving SEO.

3.2 Information architecture (v2)

3.2b Multilingual from the start (i18n — as on all our sites)

Rexi is built multilingual like every other site in our ecosystem, using SiteCraft's static-routing i18n (/{locale}/path/, default locale unprefixed) — the same pattern in Smoother Experiences (es/en/fr/pt/ar) and SiteCraft niche sites (up to 8 locales: EN, ES, FR, DE, IT, ZH, JA, PT).

3.3 Interactive tools = the new hero (CEMI SiteCraft pattern, proven on Ibizai.io)

Reusable Svelte island widgets (the CEMI SiteCraft interactive-widget pattern, proven on Ibizai.io):

Each tool: outputs a branded, shareable result (QR + link), captures a soft lead, and funnels to pre-qualification.


4. "Pregúntale a Rexi" — Multi-Persona, Multi-Tier AI Co-Pilot

Use the CEMI SiteCraft multi-persona / multi-tier chatbot capability (live examples: Lawra.io, Ibizai.io) and re-skin for Rexi, applying SiteCraft's chatbot-and-personas.md guardrails (confidentiality, persona stability, scope discipline, jailbreak resistance, honest AI disclosure).

4.1 Personas (4–5)

PersonaVoiceTierRole
Rexi (guide)Warm, clear, educationalAnonymousDefault. Explains products, answers basics.
Prudencia (guardian)Cautious, risk-awareRegisteredStress-tests decisions; flags traps (fees, APR, over-indebtedness).
Max (optimizer/strategist)Data-driven, boldRegistered/PlusOptimizes rewards, yields, refinancing; "best move" given your profile.
Rexi Pro (curator)Strategic, big-pictureRegistered/PlusBig-picture financial-life guidance.

Persona "takes" embedded on content/product pages (cards with avatar + color), as in SiteCraft niche sites.

4.2 Tiers (monetization rail for individuals — see §6.2)

TierMsgs/dayPersonasFeatures
Anonymous5Rexi onlySession only; 512-token replies.
Registered (free)25All 4History, watchlist, pre-qual, 1024-token replies.
Rexi Plus (paid)Unlimited/highAll + priorityFull "Mi Rexi" suite (§4.4): receipt-scanning expenses, life-and-money planner/advisor, monitoring & alerts, document vault, unlimited co-pilot; no ads.

4.3 Critical differentiators vs. a generic LLM

4.4 "Mi Rexi" — intelligent, personalized services for registered users

Replace today's three generic questionnaire tools with an AI-powered, data-connected personal-finance hub. Free tier gets the basics; Rexi Plus unlocks the full suite. Each tool is wired to the user's profile, Rexi's live DR data, the pre-qualification engine, and the co-pilot personas — not "mere questionnaires with generic JavaScript."

ServiceWhat it doesTierReplaces / new
Rexi Score 360AI financial-health score + a personalized improvement plan and next actionsFree (plan = Plus)upgrades "Evaluación de Salud Financiera"
Perfil de Crédito inteligenteCredit profile with AI insights + improvement roadmapFreeupgrades "Perfil de Crédito"
Pre-CalificacionesEligibility across institutions, AI-explained, tied to the lead marketplaceFreeupgrades current pre-qual
Metas FinancierasGoal setting + tracker (emergency fund, car, home, education, retirement, debt-free) with an AI plan + progressFree / Plusnew
Gastos InteligentesExpense analysis + tracker with receipt scanning (OCR + AI categorization), recurring/subscription detection, cash-flow forecastPlusnew
Planificador de Vida y FinanzasAI life-and-money planner & advisor — life events → financial plan, what-if simulators, sourced recommendationsPlusnew (this is the intelligence Rexi lacks today)
Monitoreo & AlertasCredit monitoring; alerts on better offers (refinance/switch), rate changes, bills/paymentsFree (basic) / Plusnew
Bóveda de DocumentosUpload & AI-analyze statements/contracts ("explain this, find the traps")Plusnew
Recomendaciones personalizadasBest-fit products for your profile + pre-qual (feeds Engine A)Freenew
(future) Agregación open-financeAccount aggregation when DR open-finance enables itPlusnew

These are the engine of Rexi Plus value (Engine B) and the reason a Dominican keeps Rexi on their phone daily.

4.5 Mobile app (Android + iOS)

Personal finance in the DR is mobile-first, and receipt scanning + push alerts need a real app. Approach:


5. Revenue Architecture — Path to RD$2M (3mo) → RD$5M (6mo)

Four revenue engines, sequenced. (Model all of this in Strategai/estrategia — see §9.)

5.1 Engine A — B2B Sponsor tiers (expand the core, fastest lever to RD$2M)

Productize today's "sponsors pay for value-added services" into clear tiers (reuse estrategia/js/paquetes.js Esencial/Óptimo/Premium pattern):

The single biggest unlock: turn the pre-qualification flow into a qualified-lead marketplace (institutions pay per delivered, pre-qualified application). This is exactly NerdWallet's affiliate engine, localized — but built on our proprietary pre-qual data. This alone can bridge RD$1.2M→RD$2M with existing traffic, before any new audience.

5.2 Engine B — Rexi Plus (individuals, recurring)

Freemium consumer subscription (the chatbot tiers in §4.2). Price for DR reality (indicative): RD$199–499/month or annual discount. Value: the full "Mi Rexi" intelligent suite (§4.4 — goals, smart expenses with receipt scanning, life-and-money planner/advisor, monitoring & alerts, document vault) + unlimited co-pilot, delivered through the mobile app (§4.5). Even 5,000 subs × RD$300 ≈ RD$1.5M/month — a structural, AI-resistant recurring line; the app + intelligent tools are what drive conversion and retention.

5.3 Engine C — Business division (SME + corporate; see §6.3)

Three pillars:

5.4 Engine D — Learning campus (rexi.ailearning.global; see §7)

5.5 Indicative bridge (to validate in Strategai)

Now+3mo (RD$2M)+6mo (RD$5M)
Sponsor tiers + leads (A)1.2M1.7M2.6M
Rexi Plus (B)00.15M1.2M
Business division (C)00.1M0.8M
Campus (D)00.05M0.4M
Total1.2M~2.0M~5.0M

Illustrative mix — the 3-month number is carried mostly by monetizing existing traffic via Engine A; the 6-month number requires B/C/D to fire. Sensitivity-tested in scenarios (Conservative/Optimistic/Pessimistic).


6. Audience & Segments

6.1 Individuals (B2C)

Free (huge top-of-funnel) → Registered → Rexi Plus. Personas/segments (use estrategia/js/segmentos-audiencia.js): young first-card seekers, debt-consolidators, home/car buyers, savers/investors, dominicanos en el exterior (remittance + cross-border — note CEMI SOCIAL voice policy: "dominicanos en el exterior," never "diáspora").

6.2 Individuals — paid service ("Rexi Plus")

Defined in §4.2 / §5.2. Launch as 3-month pilot (≥500 paying) → scale.

6.3 Business division ("Rexi Negocios" + "Rexi Empresarial")

Three distinct pillars (don't conflate the corporation's employees with the corporation as a client):

C1 — SMEs/PYMEs

C2 — Corporate Wellness (the corporation's employees, B2B2C)

C3 — Corporate Advisory & Tools ("Rexi Empresarial" — the corporation itself as client) Position Rexi as a financial/corporate advisor and a provider of tools enterprises use — for treasury, financing, and customer-facing finance. Offers:

Ties directly to Smoother Experiences' existing banking/SME programs (13+ finance programs incl. banca-sme-pymes-con-ia, finanzas-precio-justo-con-ia, ia-pymes).


7. Learning Campus — rexi.ailearning.global (Smoother Experiences)

Stand up a custom Academy on Smoother Experiences: create the academies/rexi record, CNAME rexi.ailearning.global → Firebase Hosting, configure palette/typography/programs/admins (pattern = process/migrations/seed-*-academy.mjs).

7.1 Existing programs that apply to Rexi (already built — just attach)

From the Smoother Experiences catalog:

7.2 New experiences to create for Rexi (Smoother methodology)

Author via seed scripts (process/seeds/seed-{id}/) following the Smoother blueprint (case study + role-sim per experience, retrieval practice, dual coding, etc.):

  1. 1. "Tu primer crédito sin caer en trampas" (consumer, micro) — fees/APR/over-indebtedness.
  2. 2. "Sal de deudas con un plan" (consumer) — snowball/avalanche, refinancing.
  3. 3. "Cómo elegir tu tarjeta de crédito en RD" — Rexi-data-driven, branded.
  4. 4. "Invierte tus primeros RD$X" — CDs/funds basics, risk.
  5. 5. "Salud financiera para tu PYME" — cash flow, financing-fit (Rexi Negocios).
  6. 6. "Educación financiera para colaboradores" — corporate wellness curriculum (Engine C).

Each pairs with a Rexi tool (calculator/simulator) and a chatbot persona.

7.3 Role of the campus

Funnel (free literacy → registered → Plus), B2B revenue (bank-sponsored / corporate-bought), brand authority (the trusted educator), and AEO content (programs feed citable answers).


8. Social Media & Content Strategy (CEMI SOCIAL)

8.0 Current state — a dormant, low-value presence (audit, 2026)

Despite ~70K combined followers, the channels are effectively dormant and not working:

Implication: the follower base is legacy and idle; vanity reach, near-zero engagement value. The fix is not "post more ads" — it's a content reset to genuinely useful, shareable media (proprietary data, education, real stories, video, podcast, interviews) with a consistent cadence. That reset is the foundation for the growth plan below and the realistic path to the 200K target.

8.1 Set up Rexi in CEMI SOCIAL

Create project + Brand Kit (palette, tone, audience, hashtags, guidelines) → run the 10-step Strategy Wizard (audience, competitors, goals, pillars, cadence, calendar, tone, crisis) → generate content + multi-platform previews → approval workflow → calendar.

8.2 Channels (reactivate + expand)

8.3 Content pillars

  1. 1. "Tasa del día / Dato Rexi" — daily rate/fee/news micro-posts (proprietary data = unique, citable).
  2. 2. Educativo — bite-size literacy (feeds the campus).
  3. 3. Herramienta-as-hook — "Calcula tu Rexi Score" / calculators → link-in-bio → leads.
  4. 4. Persona takes — Prudencia vs Max debate a money question (repurposes chatbot personas).
  5. 5. Testimonios / casos — real DR decisions improved.
  6. 6. Behind-the-data / trust — neutrality, sourcing, regulation.

8.4 Production engine

8.4b Formats & series (new — what was missing)

A "shoot/produce once → cut into many" model, all on CEMI MediaMax (HyperFrames) + CEMI SOCIAL:

8.5 Follower growth to 200K

8× growth in ~6mo is a stretch — set the trajectory aggressively but stage it: viral interactive tools + daily proprietary-data content + short-form video + persona content + creator collabs + cross-promotion across channels and the 70K base. Track weekly; reforecast in Strategai. Treat 200K as the 6-month north star with honest interim milestones (≈2–3× per quarter).


9. Growth Strategy in Strategai (estrategia) — new: custom Rexi template

Per your direction, the growth strategy lives in ../estrategia with a dedicated Rexi template. Reuse/adapt these existing modules:

Rexi template additions to build: a fintech-specific sales pipeline, a two-sided KPI dashboard (consumer funnel + B2B pipeline + revenue mix), and a per-engine revenue model pre-wired to the bridge in §5.5.


10. International Expansion — new: LatAm-first multi-market playbook

Rexi's model is replicable across Latin America (NerdWallet/comparison economics are universal; the data and entities are local). Architect for export from day one.

10.1 Why it works

10.2 Architecture for multi-market

10.3 Tailoring playbook (per country)

  1. 1. Market & regulatory scan (PESTEL + competitor map in Strategai) — who's the local iKiwi/Invertix; what's the regulator (e.g., CNBV/CONDUSEF in MX, SFC in CO, SBS in PE).
  2. 2. Data partnerships — secure local rate/fee/entity data + institution relationships (the moat).
  3. 3. Localization — currency, taxonomy (products differ: e.g., "tarjeta de crédito" features, local loan types), Spanish variant/tone (CEMI SOCIAL voice policy per market), imagery.
  4. 4. Compliance — local financial-promotion rules; "información, no asesoría" disclaimers per regulator.
  5. 5. Social + campus — country @handles, localized content pillars, localized programs.
  6. 6. Sponsor GTM — adapt sponsor tiers to local banking structure.

10.4 Candidate markets & sequencing (decided: choose Wave 1 via Strategai scan)

We do not pre-commit Wave 1. Instead, run a Strategai market-scan (PESTEL + competitor map + data-accessibility + regulatory + market-size scoring) across the full candidate set, then choose. Candidate set:

Strategai scoring dimensions (build into the Rexi template): market size, comparison-space saturation, data accessibility/cost, regulatory friction ("información no asesoría" feasibility), banking-sector structure, language/localization effort, and strategic adjacency (remittance corridors, existing audience).

Indicative sequencing (to be confirmed by the scan):


11. Risks & "Don't Get Left Behind" Defense

RiskSeverityDefense
AI agents commoditize comparison (ChatGPT shopping, Visa/Mastercard agents)HighBecome the cited source (AEO + structured data + MCP/agent endpoint); be the assistant (§4); own proprietary live data + pre-qual.
Traffic loss to AI search / TikTokHighShort-form video, AEO, community, owned audience + email; don't depend on Google SERP.
Single-revenue dependence (sponsors)High4 engines (§5); recurring consumer + corporate lines.
Regulatory (AI advice harm, financial promotion)Med-HighSourced/disclaimed assistant; "información no asesoría"; compliance profile per market; align with Superintendencia de Bancos / local regulators.
Data freshness/accuracyMedAutomated rate/fee pipelines; "vigente al [fecha]" stamps; institution feeds via Premium tier.
Incumbent/bank first-party tools & Invertix hybridMedOut-educate + out-personalize; neutrality + breadth; community + campus.
Over-aggressive follower targetMedStage milestones; reforecast; focus on engaged + converting followers, not vanity.
Execution bandwidth across many workstreamsMedSequence by leverage (Engine A first); reuse the asset ecosystem; Strategai execution cycles.

12. Phased Roadmap

Phase 0 — Foundations (Weeks 1–3)

Phase 1 — Reloaded core + revenue (Months 1–3 → RD$2M)

Phase 2 — Expand engines (Months 4–6 → RD$5M)

Phase 3 — Scale & export (Months 6–12)


13. Decisions Log

Resolved (June 2026):

  1. 1. Codebase/data handover → ✅ Plan for full handover (source + CMS + data pipelines + pre-qual engine). Migrate data + engine, rebuild front-end (§3.1).
  2. 2. Stack → ✅ SiteCraft niche stack (Astro 5 + Svelte 5 + Vanilla CSS + Firebase + Pagefind + GA4).
  3. 3. International Wave 1 → ✅ Do not pre-commit; decide via Strategai market scan over a wide candidate set (LatAm + US-Hispanic + US-general + Spain/EU) (§10.4).
  4. 4. Brand → ✅ Bold refresh within SiteCraft — preserve rexi.do / @rexifinanzas equity + 70K following, but a meaningful identity evolution that signals "comparator → financial co-pilot" (Reloaded). Direction in §3.0.
  5. 5. Deliverable format → ✅ All plans/recommendations delivered in both Markdown and HTML (docs/.md + docs/html/.html).
  6. 6. Multilingual → ✅ Build multilingual from day one (SiteCraft i18n) — ES primary; EN + PT in Phase 1; per-market locales + Spanish-variant tone thereafter (§3.2b).

Still open:


14. Asset Ecosystem → Rexi Mapping (reference)

NeedAssetReuse
Design system + QA gateCEMI SiteCraftflavor system, Krug/Nielsen gate, chatbot-and-personas protocol
Multi-persona/tier chatbotCEMI SiteCraft (live: Lawra.io, Ibizai.io)personas, tiers, shared guardrails
Interactive simulators/calculatorsIbizai.ioScore / calculators / cash-flow widgets
Decision simulatorCEMI SiteCraft (live: Lawra.io)trial/decision-simulator engine → financial-decision simulator
Social engine + content + QRCEMI SOCIAL (social.cemi.ai)social strategy wizard, content generators, QR (incl. printed/branded + attribution)
Learning campus + programsSmoother ExperiencesAcademy model + 13+ finance programs
Growth strategy modelingStrategaiscenarios, paquetes, competidores, análisis-estratégico, prospección
Short-form video, animation, narrationCEMI MediaMax (HyperFrames tech)captioned/audio-reactive Reels/Shorts, animations, voiceovers

Next: confirm Open Decisions (§13), then we cut Phase 0 tasks and begin.