How to Build an AI System That Summarizes Your Industry's News and Competitor Moves Into One Weekly Report

We built an ai competitive intelligence automation system in under two hours using three free or low cost tools. It now delivers a formatted weekly report every Monday morning with zero manual work. This guide covers the tools to use, the exact setup steps, and the one mistake that will break the whole thing.

Imagine opening your inbox Monday at 8am and finding a clean summary of every competitor move, industry headline, and market shift from the past seven days. No tab switching. No Google alerts buried in your inbox. Just a single report you can skim in five minutes and walk into your leadership meeting ready to talk strategy. That is what this system produces.

What Is AI Competitive Intelligence Automation and Why Does It Matter?

Ai competitive intelligence automation is a system that collects news, competitor updates, and industry signals on a schedule, then uses an AI model to summarize and format them into a readable report. It replaces the 3 to 5 hours most corporate professionals spend manually scanning sources each week.

Who needs this: strategy leads, product managers, sales directors, and anyone whose job depends on knowing what competitors are doing before their boss asks. The system costs between $0 and $50 per month depending on your tool stack. It runs without you once it is set up.

If you want to go deeper on how to structure the underlying workflow, How to Design AI Workflows That Match Your Company's Exact Process Without Changing How Your Team Works is worth reading before you start.

Which Tools Should You Use?

You need three things: a source collector, an automation layer, and an AI summarizer. Here are the best options at each layer.

We use Claude for the summarization step. It handles longer batches of raw headlines and article snippets without losing context. ChatGPT works too, but Claude produces cleaner structured output when you feed it 30 or more items at once.

For reports that go to leadership, Best AI Tools for Generating Business Reports From Raw Data in Under One Hour for Under $50 per Month covers formatting options worth pairing with this system.

How to Get Started Step by Step

• Set up Feedly. Create a free account at feedly.com. Add RSS feeds for your top 5 competitors' blogs, 3 industry news sites, and 2 analyst sources like Gartner or Forrester. Organize them into one folder called "Weekly Intel."

• Connect Feedly to Zapier. In Zapier, create a new Zap. Set the trigger to "New Article in Feedly Feed" from your Weekly Intel folder. Set it to run on a weekly schedule, Friday at 5pm.

• Build the data collector step. Add a Zapier action to append each article title and URL to a Google Sheet. This becomes your raw data log for the week.

• Add the Claude summarization step. Use Zapier's built in Claude or OpenAI action. Feed it the contents of the Google Sheet with this prompt: "You are an industry analyst. Summarize the following headlines into a structured weekly report with three sections: Competitor Moves, Industry Trends, and Signals to Watch. Be specific. Use bullet points. Keep each section under 150 words."

• Send the report. Add a final Zapier step to email the Claude output to yourself and any stakeholders every Monday at 7am. Use Gmail or Outlook, both connect natively.

The whole setup takes about 90 minutes. The report runs itself after that.

If you want to understand how to ask better questions of your data once the report arrives, How to Ask AI the Right Questions About Your Business Data and Get Insights Your Team Missed will sharpen your follow up analysis.

What to Watch Out For

Feedly's free plan limits you to 100 sources and does not support full article text, only headlines and snippets. Claude summarizes what you give it. If the input is thin, the output is thin. Upgrade to Feedly Pro at $18 per month if you need full article content pulled in.

The second gotcha is prompt drift. If you change your source list without updating your Claude prompt, the report structure breaks. Keep a simple note file with your current prompt version so you can restore it quickly.

Right now, someone on your competitor's strategy team is already reading a version of this report every Monday. They know what you announced last week. They know which analysts are covering your space. They are moving faster because they built a system and you are still doing it manually. The gap between professionals who automate intelligence gathering and those who do not grows every quarter. Zero Day AI gives you step by step mission files that build these systems for you. Your AI does the work. You just provide direction. Get started for $1 before the gap gets too wide to close.

What to Do Right Now

Open Feedly right now and create your Weekly Intel folder. Add five sources in the next ten minutes. That single action starts the system. Every day you wait is another week of competitor moves you will miss.