How to Monitor Competitor Ad Spend with AI Tools in 2026
A working 2026 blueprint for monitoring competitor ad spend with AI: ad library sources, normalized schema, a Claude weekly brief prompt, and a vendor scorecard.
• Luka Mrkić
SerpAPI + Claude Pipeline for Automated SERP Tracking
A working 2026 blueprint for an automated SERP tracking pipeline with SerpAPI and Claude: architecture, runnable Python, signals, cost discipline, and a vendor scorecard.
• Luka Mrkić
How to Use AI to Track Competitor Content Strategy on LinkedIn
A working blueprint for tracking competitor LinkedIn content week by week: Phantombuster collects, Claude classifies, Notion stores the rollup. Architecture, prompts, code, and an ethics-first ToS posture.
• Luka Mrkić
Weekly Competitor Brief: Perplexity API + Notion
A working blueprint for a weekly competitor brief: Perplexity API pulls cited research, Claude-quality JSON parses the signal, Notion stores the rollup. Architecture, prompts, code, and an evaluation rubric.
• Luka Mrkić
Firecrawl + Claude Competitor Monitoring Agent
A working blueprint for a daily competitor monitoring agent: Firecrawl scrapes the pages, Claude classifies the diff, a router fires alerts. Architecture, prompts, code, and an evaluation rubric.
• Luka Mrkić
How to Automate Competitor Pricing Alerts with Make and ChatGPT
A working Make scenario that watches competitor pricing pages every morning, asks ChatGPT to read the diff, and emails a one line summary with the plan, the old price, and the new price.
• Luka Mrkić