AI content agent hero

NDA project

AI Agent for Content Analysis and Generation

AI-powered assistant that identifies content gaps, suggests what to create, and generates drafts aligned with brand voice and search intent.

Industry

Marketing

Country

NDA

Platform

Web (SaaS)

Partnership model

Turnkey Product Development

Client Context

The client needed a way to scale content production without losing quality or relevance.
Content decisions were based on fragmented inputs:

  • SEO tools → one view
  • competitor analysis → another
  • brand voice → mostly manual

As a result:
teams spent too much time figuring out what to write content missed real gaps and output was inconsistent.

Challenge

  • Operational Pain: Too much manual work to identify content opportunities

  • Technical Limitation: No single system combining SEO data, competitors, and brand context

  • Business Risk: Wasted budget on content that doesn’t perform

  • Process Gap: No clear workflow from “gap found” → “content created”

AI content agent demo

Solution

We built a chat-based AI agent that works as a content copilot. Users can analyze a page, section, or full product — the system detects missing topics and weak coverage.

The agent then:

  • identifies gaps
  • explains what’s missing
  • suggests what to create
  • generates structured drafts

All outputs are aligned with search intent and brand voice.
The system keeps everything in one flow — from analysis to draft — so teams don’t switch between tools.

Team

  • 1x

    UI/UX Designer

  • 1x

    QA
    Engineer

  • 1x

    AI Engineer

  • 1x

    Project Manager

  • 1x

    Backend Developer

  • 1x

    UI/UX Designer

  • 1x

    QA
    Engineer

  • 1x

    AI Engineer

  • 1x

    Project Manager

  • 1x

    Backend Developer

What We Delivered

  • AI Agent for identifying content opportunities

  • Chat-based interface for analysis and generation

  • Content scoring (coverage, quality, gap status)

  • Draft generation aligned with brand voice

  • Competitor and content comparison logic

  • Workspace with projects, drafts, and history

Timeline & Cost

Full breakdown is available under NDA

Discovery & Planning: 3–4 weeks

Architecture & Design: 4–6 weeks

Development: 4–6 months

Total Timeline: ~6–8 months

Discovery Phase: $25K–$40K

Design & Architecture: $40K–$70K

Development: $180K–$320K

Total Investment: $300K–$450K

Get a tailored estimate
for your project

Share a few details — we'll map scope, timeline, and cost

loading

Impact & Results

Operational:

Reduced time to identify and act on content gaps

Technical:

Unified SEO, competitor, and content analysis into one system

Business:

More relevant content → better chances to rank and convert

Technology Stack

  • LangChain/LangGraph
  • Azure OpenAI
  • React
  • Material UI
  • Node/Nest
  • CopilotKit
  • PostgreSQL
  • TypeORM
  • and more...

Not sure where to start?

Get your free project estimate within 24h or book a 30-min