TrendForge.com

Turn Mexican economic reports into company action plans

Score: 7.6/10MexicoMedium BuildReady to Spawn
Brand Colors

The Opportunity

Problem

Mexico's per capita GDP and productivity have remained essentially flat for 25 years despite surging exports, doubled wages, and falling poverty.

Solution

TrendForge uses RAG over thousands of Mexican economic documents, Banxico minutes, INEGI releases, and nearshoring research to generate personalized productivity action plans for your specific industry and company size. It continuously monitors new data and alerts you when macro trends create risks or opportunities for your productivity.

Target Audience

Mexican CEOs, business leaders, economists, and economic policymakers

Differentiator

Specialized RAG system trained on Mexican Spanish economic corpus with successful productivity case studies from local companies — turns dense policy-speak into concrete operational changes.

Brand Voice

clear and actionable

Features

Company Profile Builder

must-have30h

Define your operations so insights are truly personalized

Economic Intelligence Feed

must-have40h

Curated feed of Mexican economic developments with productivity impact scores

AI Action Plan Generator

must-have52h

Creates 30-60-90 day productivity playbooks based on latest data

Alert System

must-have25h

Email/Slack alerts when new policies affect your sector's productivity

Document Q&A

must-have38h

Ask questions about any Mexican economic report in plain language

Progress Tracker

nice-to-have28h

Track implementation of AI-suggested initiatives

Executive Briefing Pack

nice-to-have22h

Monthly 5-page summary for board meetings

Team Sharing

nice-to-have18h

Share specific action items with functional leaders

Total Build Time: 253 hours

Database Schema

users

ColumnTypeNullable
iduuidNo
emailtextNo
company_iduuidNo
created_attimestampNo

Relationships:

  • company_id references companies(id)

companies

ColumnTypeNullable
iduuidNo
nametextNo
industrytextNo
size_categorytextNo
profile_datatextYes

action_plans

ColumnTypeNullable
iduuidNo
company_iduuidNo
generated_attimestampNo
source_documentstextNo
actionstextNo
statustextNo

Relationships:

  • company_id references companies(id)

economic_documents

ColumnTypeNullable
iduuidNo
titletextNo
sourcetextNo
published_attimestampNo
embeddingtextYes

API Endpoints

POST
/api/ingest

Ingest new economic documents into vector store

POST
/api/generate-plan

Generate personalized action plan using RAG

🔒 Auth Required
GET
/api/alerts

Fetch relevant alerts for user

🔒 Auth Required

Tech Stack

Frontend
SvelteKit + TailwindCSS
Backend
SvelteKit API routes
Database
PostgreSQL + pgvector
Auth
Lucia
Payments
Mercado Pago
Hosting
Fly.io
Additional Tools
LangChainHuggingFace embeddingsOpenAI

Build Timeline

Week 1: RAG foundation

45h
  • Document ingestion pipeline
  • pgvector setup with Mexican economic corpus
  • Basic Q&A

Week 2: Personalization layer

40h
  • Company profile system
  • Action plan generation

Week 3: Alerts and frontend

38h
  • Alert engine
  • SvelteKit dashboard
  • UI polish

Week 4: Payments, tracking, launch

32h
  • Implementation tracker
  • Mercado Pago
  • Landing page
Total Timeline: 4 weeks • 165 hours

Pricing Tiers

Observer

$0/mo

3 questions/month

  • Economic feed
  • Basic Q&A

Forge

$35/mo

Unlimited

  • Personalized action plans
  • Alerts
  • Progress tracking

Institution

$149/mo

Custom

  • Multiple company profiles
  • Team seats
  • Custom document training

Revenue Projections

MonthUsersConversionMRRARR
Month 122011%$847$10,164
Month 61,68016%$9,408$112,896

Unit Economics

$29
CAC
$840
LTV
6%
Churn
91%
Margin
LTV:CAC Ratio: 29.0xExcellent!

Landing Page Copy

Stop reading economic reports. Start acting on them.

AI that reads every Banxico minute and INEGI release so you don't have to — then tells you exactly what it means for your company's productivity.

Feature Highlights

Trained on Mexican economic Spanish
Turns policy into projects
Weekly alerts that matter

Social Proof (Placeholders)

"'The action plan told us to renegotiate our electricity contract 6 weeks before the new tariff schedule was announced' — Operations Director, Puebla"

First Three Customers

1. Seed with economic research departments of major banks (BBVA, Banorte, Santander) for validation and case studies. 2. Partner with industry associations to distribute free 30-day trials to members. 3. Create viral LinkedIn carousel content breaking down latest Banxico decision with screenshots from the tool.

Launch Channels

ProductHuntLinkedInr/MexicoEl Economista readershipNearshoring conferences

SEO Keywords

ia para entender reportes economicos mexicoplan de accion productividad banxicoresumen inegi para empresasalertas politicas economicas mexico

Competitive Analysis

Perplexity

perplexity.ai
Freemium
Strength

Great general RAG

Weakness

No Mexican economic specialization or action plan output

Our Advantage

Domain-specific corpus and output format designed for Mexican executives

🏰 Moat Strategy

Continuous feedback loop where implemented actions are tracked, improving future recommendations (dataset of what actually worked in Mexico)

⏰ Why Now?

Explosion of economic data and policy changes combined with nearshoring creating information overload for business leaders exactly when they need to make productivity investments.

Risks & Mitigation

technicalhigh severity

Hallucinations in action plans

Mitigation

Heavy citation requirements and human review of initial 200 plans

legallow severity

Using government documents

Mitigation

Only use publicly available documents with proper attribution

Validation Roadmap

pre-build21 days

Build minimum viable corpus and test with 15 executives

Success: 12/15 find at least 2 actionable insights

launch10 days

Launch on ProductHunt and LinkedIn

Success: 400 signups in first 10 days

Pivot Options

  • Become the internal knowledge base for economic teams
  • White label for consulting firms
  • Expand to other LatAm countries

Quick Stats

Build Time
165h
Target MRR (6 mo)
$9,400
Market Size
$47.0M
Features
8
Database Tables
4
API Endpoints
3