A competitor-monitoring routine that pings you on real moves

A scheduled job that watches your competitors for you and alerts you only when something genuinely changes, so you stop missing the moves and stop drowning in noise.

What you'll have when you're done

A set-it-once system that monitors your competitors' pricing and product pages and runs a periodic AI scan of their public activity, then pings you, in Slack or email, only when there is a real move worth knowing about. No more manual Monday checks that you skip when the week gets loud, and no more finding out about a competitor's launch from a customer three weeks late. This is the automated cousin of the Monday market scan: same intelligence, no human trigger required.

The manual check is the one that never happens

You know you should keep an eye on the competition. You also know that "check the competitors" is the task that loses to every fire, every meeting, every actual priority. So it does not happen, and you miss the price cut, the new feature, the positioning shift, until it shows up in a lost deal. I have set "review competitors weekly" as a recurring calendar block and watched myself decline it, my own meeting with myself, eleven weeks running. It is not that I did not care. It is that any task whose only enforcement is my own discipline loses to anything with a deadline attached. The only version that survived was the one that took me out of the loop entirely. The manual scan is a real improvement, but it still depends on you remembering to run it.

The fix is to take yourself out of the loop. A scheduled routine, a cron job for competitive intelligence, watches whether or not you remember to. The design that works is two layers: a change-detector that flags when a competitor's page actually changes (the ground truth), and an AI layer that summarizes what changed and whether it matters. The thing to engineer against is alert fatigue, a monitor that pings constantly gets muted, so the whole point is pinging only on real moves.

What you need first

• A page-change detector like Visualping to watch specific competitor pages (pricing, product) and alert on visual changes.
• Claude Code with routines for the AI scan layer (the scheduled-task feature), plus a web-search connector.
• A delivery channel: a Slack or email connector so the digest reaches you where you already look.
• Your competitor list and the specific pages worth watching.

Step-by-step

Step 1Point a change-detector at the pages that matter

Set up Visualping (or similar) on your competitors' highest-signal pages: pricing, key product pages, careers (hiring signals strategy). This layer is your ground truth, it tells you a page actually changed, via a screenshot diff, which is harder to fake than an AI's claim that something is new.

Step 2Build the AI scan as a scheduled routine

Create a Claude routine that runs daily or weekly with a web-search connector:

Scan these competitors for the last [day/week]: [list]. Report ONLY genuine,
meaningful moves: pricing changes, product launches, funding, notable posts.
For each, one line plus a source link. If nothing meaningful changed for a
competitor, say nothing about them. Post the digest to [Slack channel / email].
Do not speculate or pad.

Use a cloud routine so it runs even with your laptop closed. Note the limit: routines run no more frequently than hourly, so pick daily or weekly (daily is plenty for competitive intel).

Here is the shape of a good digest, illustrative, on a quiet week:

Competitor digest, week of June 2

• 🔴 Competitor A changed their pricing page (Visualping confirmed the diff): looks like the entry tier dropped from $49 to $29, renamed "Starter." [source]
• Competitor B: posted four new senior sales roles, a signal they are scaling go-to-market. [source]
• Competitor C: nothing meaningful.
• Competitor D: nothing meaningful.

Two items worth your attention, and two competitors named only to say "nothing changed," which is itself useful: it tells you the silence is real, not just the scan failing to look. That restraint is the entire difference between a digest you read and one you mute.

Step 3Tune ruthlessly against alert fatigue

The first week will over-alert. Tighten it: raise the bar for what counts as a "meaningful move," cut categories that produce noise, and lean on the "say nothing if nothing changed" instruction. An alert system you mute is worse than none, because you will miss the real one in the muted stream. Tune until a ping reliably means "look at this."

Concretely, the tuning looks like this. Week one's digest flags a competitor's new blog post, a tweak to their footer copy, and a job opening, none of which change anything for you. So you add exclusions: "ignore blog posts unless they announce a product or pricing change; ignore cosmetic page edits; only flag hiring if it is 3+ roles in one function." Week two is quieter and sharper. The instinct to keep the bar low ("I don't want to miss anything") is the exact instinct that gets the whole thing muted by week three. Bias hard toward fewer, realer alerts; a missed minor item costs you little, a muted feed costs you the major one.

Step 4Trust the change-detector, verify the AI layer

When the two layers agree (Visualping says the pricing page changed AND the AI summarizes a price cut), that is high-confidence. When only the AI layer claims something, treat it as a lead to verify via its source link, the AI can hallucinate a "change" that the screenshot diff would not back up. The two-layer design is what keeps you from reacting to a move that did not happen.

Step 5Route real moves into action

A ping should trigger something. A competitor price change updates your sales talk track; a launch goes to product; a funding round becomes an outbound or strategic consideration. The routine creates awareness; routing it creates advantage.

Walk the sample digest through to action. Competitor A's price drop to $29 is the live one: it goes straight to your head of sales, who needs an answer ready before a prospect asks "why are you more expensive?" today, not next week. Competitor B's four sales hires is a slower-burn signal: it goes into your strategy notes (they are about to get louder in the market) and possibly your own hiring plan (they may be poaching). The two "nothing meaningful" lines need no routing at all, which is the point: you spent thirty seconds, two things moved to the people who can act on them, and you are not carrying the other two competitors around in your head as vague background worry.

How you'll know it's working

You hear about competitor moves when they happen, not weeks later, and the alerts are rare enough that you actually read them. The deeper signal: a ping reliably means something real, because you tuned out the noise. You have effectively hired a junior analyst who never forgets to check, for about eight cents a run.

When it breaks

• Too many alerts, so you mute it. The single most common failure. Raise the meaningful-move bar and cut noisy categories until a ping means something.
• It reported a change that didn't happen. The AI layer hallucinated. This is why the change-detector is the ground truth and AI-only claims need a source-link check.
• The routine didn't run. Confirm it is a cloud routine (a local one needs your machine on) and the schedule is valid. Routines reject sub-hourly cadences.
• The digest is shallow. Public web only sees so much; pair it with the change-detector on specific pages for the moves that matter most.
• The change-detector fires on noise. Visualping flags a rotating testimonial or a dynamic banner as a "change." Point it at the stable, high-signal region of the page (the pricing table, not the whole page) so a diff means something real.
• You get the alert but never act on it. A ping with no owner dies in the channel. Decide the routing up front (pricing changes to sales, launches to product) so each alert has a destination, not just an audience.

Make it yours. Watch what actually moves your business. If you compete on price, the pricing-page detector is the crown jewel and should be near-real-time. If you compete on product, weight the product pages and changelog. If talent is your battleground, the careers-page and hiring signals matter most. Pick the two or three pages where a competitor change would genuinely alter what you do this quarter, and instrument those deeply rather than watching everything shallowly. A narrow, deep watch beats a broad, noisy one every time.

Where this fits in your harness

This is the automated end of competitive intelligence and a sibling of your daily executive brief, both are scheduled routines that do work while you sleep. It upgrades the manual Monday market scan from "if you remember" to "always on," and the moves it surfaces feed decision pressure-tests and outbound hooks. It is a concrete step from "I use AI" to "AI runs parts of my business on a schedule."