Automate market monitoring with Claude and a scheduled task

Claude can search the web and run on its own at a set time. Those 2 capabilities are enough to run a complete weekly monitoring routine.

The go-to French tutorial on the subject goes through Make, which means an extra subscription and one more account to manage. My monitoring runs entirely inside Claude, with no automation platform.

The prompts in this article come from my own monitoring, simplified to get you started. And what you do with the report, once it's on the table, decides everything.

What your market monitoring costs you today

Ask around: who read last week's monitoring report? In most of the marketing teams I work with, the answer is an awkward silence.

Market monitoring almost always breaks at the same point, once the links are collected.

2 flaws keep coming back.

• It collects everything and sorts nothing. 40 links on Monday, and nobody opens the file on Tuesday. The useful signal gets lost in the pile and resurfaces 3 weeks too late, in a market that moves every 15 days.
• It never says what to do. A summary that ends on “worth watching” always ends up in the trash.

Automating a report nobody reads just produces a useless report faster. That's the trap of AI monitoring tutorials that stop at the technical setup. So my method ends with the Friday ritual, the one that turns the report into decisions.

Can Claude run your market monitoring on its own?

Yes, as long as you know what's really in the box. I rechecked every building block against Anthropic's documentation on October 28, 2026, because these features change names and scope several times a year.

The latest change concerns Cowork, the mode that lets Claude carry out a complete task on your files. Since Anthropic's announcement of September 16, 2026, Cowork and regular chat are merging into a single Claude app, starting with the Pro and Max plans. Until your account switches over, Cowork still appears next to Chat, and everything below is there too.

Web search. It's included even in the free plan, according to Anthropic's pricing page as of that date. Claude opens the pages it finds and gives you the links.

Connectors. They plug Claude into your tools: Google Drive, Gmail, Google Calendar, Slack, Notion, Microsoft 365, GitHub and the rest of the official directory. Anthropic's help page states that they're open to all users, free plan included (limited to 1 custom connector), and that each listing shows its read and write capabilities.

Scheduled tasks. This is the building block that replaces the automation platform. In the unified Claude app, you create a task from any conversation by describing what Claude should do and how often.

Anthropic's documentation lists the available frequencies: hourly, daily, weekly, weekdays, or manual trigger.

2 details matter enormously for monitoring. These tasks run remotely, so they keep going even when your computer is asleep or the Claude Desktop app is closed, according to Anthropic. The one exception, per the same page: a task that needs files or apps on your computer runs only locally. And they inherit everything else: your connectors, your skills, your plugins and web search.

The built-in browser. Announced on August 26, 2026 on the Cowork product page, it lets Claude open websites and fill in forms in a separate panel, apart from your tabs and your sessions. It works in the desktop app, on the Pro plan and above. For monitoring, it opens the pages a simple search can't read, like pricing tables or changelogs hidden behind a cookie banner.

This capability calls for an explicit decision. Handing credentials to a browser driven by AI deserves thought account by account, and I walk through that reasoning in my article on data privacy when you connect AI to your internal tools.

Claude has 2 limits to know before you start: it has no built-in RSS reader and sends no real-time alerts. To track a keyword minute by minute, keep a dedicated monitoring tool.

Automate your market monitoring with Claude in 4 steps

This setup follows the logic of my own monitoring, the one that feeds my posts and my newsletter. Mine runs in Claude Code every Monday at 8 a.m. The version described here fits in the Claude app. Allow 30 minutes to set it up.

Step 1. Write the scope before you write the prompt

The quality of your monitoring is decided here, in a 30-line file you'll write only once. Without it, Claude gives you the same generic mush as any aggregator.

Create a Claude project and add 2 files to it: this scoping file, named monitoring-scope.md, and an empty log.md file that the monitoring will fill in week after week.

# Monitoring scope

## Who I am
[Job, market, company size, what I sell, to whom]

## What I watch
- Topics: [3 to 5 topics, each phrased as a business question]
- Named competitors: [5 to 8 names, with their website URL]
- Priority primary sources: product pages, changelogs,
  press releases, regulatory texts, research reports
- Region: [your market], sources in [your languages]

## What I rule out from the start
- Articles that cite a source without having read it
- "Best tools" rankings with no stated method
- Anything older than 14 days
- Topics already covered by 10 accounts this week

## What makes a fact interesting to me
1. Does it change a decision for me this week?
2. Does it affect a client, a budget or a risk?
3. Am I among the first to see it in my market?

## Expected output format
One fact = 1 sentence, + the dated primary source with its link,
+ why now, + what it changes for me.

The “what I rule out from the start” section changes the result the most: each line removes items from the report before you even read them.

The second file, log.md, is your monitoring's memory: one line per topic, with a “proposed” or “published” status, over a rolling 8-week window. The prompt rereads it before each run. Monitoring that repeats itself teaches your team to stop opening it. It's the quietest and most common failure, and this 20-line file fixes it.

Step 2. The monitoring prompt

This prompt is the simplified version of my monitoring agent, the first of the 10 AI agents I run every week. It searches one family of sources at a time and traces each fact back to its primary source. The log keeps it from serving up a topic it has already covered.

You're running my weekly market monitoring. Window: the last 14 days.

1. Read monitoring-scope.md and apply it to the letter.
2. Read log.md and drop any topic already covered in the last 8
   weeks, unless a radically new angle has appeared on it.
3. Search the web, one family of sources at a time:
   - announcements and changelogs from the vendors named in the scope
   - trade press, and the regulations that apply to my market
   - recent research publications on the topic
   - professional discussions (forums, social networks) on the topics
   in the scope: what annoys people, what keeps coming up, the words they use
4. For each fact you keep, trace it back to the primary source cited
   by the article. Note the publication date. If you can't find
   the primary source, write "unverified source" and keep
   the fact at the bottom of the list.
5. Drop anything already overcovered, unless I have a possible personal
   angle (field experience, contrarian take, data that contradicts
   the prevailing narrative).
6. Keep 5 items at most. Rank them by "what it changes for me",
   from strongest to weakest.

Give me:
- A. The 5 items, in the format defined in the scope.
- B. The 3 questions that come up most in discussions
     from the past 2 weeks.
- C. Weak signals: what's rising before it's mature.

No number without a link to the exact page. If you're unsure, say so.

Point 4 is the most important part of the prompt. Monitoring that copies a blog that copied a press release will make you publish a mistake one day, and on that day you'll lose more than the time you saved.

Step 3. The scheduled task

In a conversation in the Claude app, paste the prompt from step 2 and ask Claude to run it every Friday at 7 a.m. It asks you its questions, then submits the task to you: all that's left is to click “Schedule.” On an account still in Cowork mode, go through “Scheduled” in the sidebar, then “New task,” and choose between a setup guided by Claude and a form you fill in yourself.

It's the same mechanism as the routine that sorts my inbox 2 times a day, guardrails included.

The settings I recommend to start:

• Frequency: weekly, Friday at 7 a.m. The report is there before you are.
• Instructions: the prompt from step 2, with the 2 files kept in the project.
• Approval mode: keep the most cautious level as long as the task can write to a connected tool.
• Name: “Weekly monitoring,” so you can find it again in 6 months.

One point of caution that saves you a week: run the task manually once before you let it run on its own. The first report is always too broad. You'll correct the scope 2 or 3 times before it lands right.

Step 4. Delivery

Decide now where the report lands. There are 2 options.

Inside Claude. Zero setup: the task leaves the result in its history and you open it on Friday. It's the setup I recommend for the first week, while the content settles.

Outside Claude, through a connector. With Google Drive or Microsoft 365, the report joins your documents and the whole team can read it: that's the setup that holds up when several of you are involved. The Slack and Gmail connectors are also in the official directory, with sending messages among the actions listed on Anthropic's help page. Check the write permissions on the connector's listing before you allow it, and remember that whatever you connect, Claude can read.

How much does automated market monitoring cost?

The prices below come from Anthropic's official pricing page, as of October 28, 2026. They're shown in dollars, excluding tax.

The 3rd row has its place: an automation platform becomes useful the day you connect 6 tools together, with conditions and error recovery. Make and n8n then call Claude through an API key, billed by usage. For weekly monitoring that reads the web and writes a report, the platform adds a subscription and one more layer to maintain.

The real cost is counted in minutes: 30 for the initial setup, then 20 every Friday. Those 20 minutes decide what the whole chain is worth.

What should you do with the report when it arrives on Friday?

That's where most automated monitoring dies. The technical setup takes 30 minutes. The ritual lasts for years, or for 3 weeks.

2 mechanisms make the difference with my clients.

One exit door per item

Each item in the report goes out through one door, and only one: a piece of content to produce or a dated decision. Everything else goes in the trash, and nothing stays in “worth watching.”

It's brutal, and it works: a 5-item report then yields, for example, 1 post topic and 1 dated decision, and the other lines go in the trash. Claude does this sorting with the following prompt.

Here is the monitoring report for [date].

For each item, decide in one line, with no hedging and no "worth watching":

- CONTENT: the topic of the post or video, the angle, and why
  I'm the one who can say it better than anyone else.
- DECISION: what it changes in my offer, my tooling or my
  schedule, with a deadline.
- TRASH: why it doesn't concern me. One sentence is enough.

Then:
- The 2 items to handle this week, and nothing more.
- Add each item you keep to log.md, status "proposed".
- What you almost kept and why you cut it.

The last line of the prompt is there to check the machine. When Claude consistently cuts a type of topic you care about, your scope is badly written.

The 20-minute meeting

Block 20 minutes in your calendar on Friday, in a fixed slot. A workshop creates enthusiasm, a ritual creates change, and that holds for monitoring as much as for training.

During those 20 minutes, I read the 5 items, run the sorting prompt, keep 2 outputs and throw out the rest. The topic I keep goes straight into my content calendar, which settles the question of Monday's topic along the way.

It's the natural bridge to the 2 other routines of the job: a content strategy built on AI feeds on this material every week, and automated marketing reporting is its numbers-driven counterpart.

This monitoring prompt is worth turning into a skill: a file the whole team calls by name and that you correct in one place. I compared the best Claude plugins and skills for marketing in a dedicated article, and the same logic applies across the 58 office use cases for Claude Cowork. Once it's a skill, your monitoring already has 4 of the 5 components of an AI agent, and all it's missing is a personality.

Where to start this week

My monitoring runs on this logic: a scoping file, a prompt, a scheduled task every Monday at 8 a.m. and a log that prevents repeats. No automation platform enters the loop.

Allow 30 minutes of setup, then 20 minutes every week to turn the report into decisions.

And if you want the guided version in French, with the starter files, my free course includes the video that builds this chain step by step. The complete path to learning Claude is laid out in another article. To first measure where your team stands, take the 6-minute AI marketing assessment (the report is in French).

What decision, exactly, did your last monitoring report lead to?