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Competitor Overwatch

AI-Powered Competitive Intelligence Platform

Deployed — adopted into daily routine

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The Problem

Leadership and marketing had no structured visibility into competitor activity. Raw Google Alerts were a firehose nobody could process. Off-the-shelf tools (Crayon, Klue) are enterprise-priced and serve dashboards nobody opens.

The Solution

A daily competitive-intelligence engine that ingests multi-source signals, deduplicates per competitor via entity resolution, and renders three coordinated outputs: an auto-generated podcast, a branded PDF report with competitor logos and curated imagery, and an email digest.

Key Features

  • Cross-source consolidation per competitor (news, social, website changes, events)
  • Image scraping + automatic visual relevance selection
  • Branded PDF generation with competitor logos via PandaDoc
  • Daily podcast generation via ElevenLabs
  • Email digest delivered to leadership inboxes

Tech Stack

PythonOpenAI GPT-4ElevenLabsBeautifulSoupPlaywrightPandaDocGoogle AlertsRSSCron

Outcome

Most successful adoption of all six systems — the daily podcast became part of the marketing team's morning routine. Proved that delivery format (audio habit loop) matters more than data depth for non-technical adoption.

Live Output Samples

Auto-Generated Daily Podcast

“The Unis Spotlight” — a sample episode generated automatically by the system. Same content as the branded PDF, rewritten for audio and voiced via ElevenLabs.

Branded PDF Report

Auto-generated daily report with competitor logos, curated imagery, and per-company intelligence summaries. Generated via PandaDoc. Preview shown above.

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