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AI Marketing Intelligence

Build a tool that monitors competitors, analyzes trends, and drafts content — powered by real-time web data and brand guidelines.

"Summarize competitor positioning changes this quarter"

6 Modules

Each module builds on the previous one. By the end, you have a complete production system.

  1. 1

    Data Lake

    Marketing data ingestion pipeline

  2. 2

    Encode

    Temporal chunking + embeddings

  3. 3

    Retrieve

    Recency-weighted hybrid search

  4. 4

    AI Gateway

    Brand voice guardrails

  5. 5

    Marketing App

    Competitor analysis + content drafting

  6. 6

    Deploy

    Slack alerts + MCP server

Production patterns you'll master

Data PipelineVector DBGuardrailsMCP ServerObservability

Synthetic data included

  • Competitor websites
  • Social analytics
  • Campaign reports
  • Brand guidelines
  • Industry reports

What you walk away with

Shareable portfolio

A public URL showing your module timeline, patterns mastered, and completion status.

All the code

Download everything as a ZIP — pipelines, guardrails, deployment configs. Yours forever.

Module walkthrough

Each module documented with deliverables and the production pattern you implemented.

Ready to build your ai marketing intelligence?

Free during the early adopter program. No credit card required.