The problem this solves
Competitor monitoring fails in two opposite directions. Unwatched, a pricing change or a repositioned homepage goes unnoticed for a quarter and you learn about it from a lost deal. Overwatched, an alerting tool cries wolf daily about typo-level page diffs until the channel it posts to gets muted. The scarce thing was never detection. It is judgment about which changes are real, and most alerting pipelines ship detection without judgment.
Then there is the moment after the alert, which is where the actual value lives. A genuine competitor move raises an immediate question - how should we respond - and in most teams that question leaves the channel, becomes a meeting, waits a week for a slot, and gets answered from memory of an alert nobody can find anymore. The response decision and the evidence it needs have drifted apart by the time anyone decides anything.
Both halves belong in the same thread. The alert should arrive only when something real changed, carrying its evidence. And the response discussion should happen right under it, with a participant who has actually read the competitor's new page, their live ads, and the history of what they changed before. Detection, evidence, and counter-move belong in one scrollable place, where the decision can be made while the change is still fresh.
How the mission runs
- Watch the three competitors that matter. The agent monitors the set you named for material change: pricing pages, positioning language, and new campaigns. Web Research tracks their public surfaces while Ad Libraries reveals fresh creative and where it is running. The watchlist is deliberately short, because focus is what keeps the alerts credible.
- A materiality filter guards the channel. Cosmetic diffs, rotating testimonials, and blog housekeeping never post. The bar is a change that could alter a deal: a price, a claim, a new audience, a campaign with evident budget behind it. If a week passes with nothing real, the channel hears nothing, and its silence stays meaningful.
- The alert posts with its evidence attached. What changed, from what to what, and why it plausibly matters for you - with the before and after captured in the thread. The alert is written so a teammate who does not track this competitor can grasp the stakes in one read, without opening a dashboard to verify it.
- You ask "how should we respond?" in the thread. This is where the playbook departs from alerting tools. The agent answers with a concrete counter-move grounded in the evidence it collected: the positioning gap the change opens, what your page or campaign could say against it, and what to leave alone because the move is likely noise.
- The debate sharpens the recommendation. Teammates push back in the thread and the agent engages with full context - it can check a claim against the competitor's live ads via Ad Libraries mid-conversation. Because thread memory persists, next month's alert on the same competitor references this exchange and whether the predicted impact showed up.
The prompt
This is the exact objective the agent receives. Swap the obvious placeholders for your own domain, segment or channel and run it as-is from the console, Slack, or the API.
What comes back
A #competitive-intel channel that only speaks when something real happened: the change, the before-and-after evidence, and a stakes read in one post. Under each alert, an on-demand response consultation - a concrete counter-move argued from the evidence, stress-tested by your team's questions in the same thread. Over months, a searchable history of what each competitor changed and how you answered.
Make it yours
- Add a launch-watch mode for one competitor you expect to ship soon: tighter checks for a few weeks, with anything resembling pre-launch activity flagged the day it appears.
- Ask for a monthly pattern read in the channel: what the quarter's changes across all three competitors suggest about where each is headed, argued from the accumulated alerts.
- Extend the watchlist temporarily when evaluating a new market, and have the agent compare the new entrants' positioning against your current three in one thread.
Frequently asked questions
How does it decide a change is worth posting?
The materiality bar is part of the mission: changes to price, claims, audience, or campaign investment post; cosmetic and editorial churn does not. You can tune the bar in the thread - "stop flagging their blog" or "always flag anything about integrations" - and the adjustment persists for future checks.
Is the counter-move recommendation acted on automatically?
No. The recommendation is analysis, delivered in the thread for humans to debate and decide. If the team chooses to act - a page change, a campaign response - that work is its own mission with its own approval, so a competitive hunch never mutates into unreviewed changes on your own properties.
Can it tell me whether a competitor campaign is actually significant?
It reads what Ad Libraries exposes: the creative, the variations, how long ads have been live, and where they run. Persistence and variation breadth are honest signals of commitment. The agent reports those observables and is explicit about what cannot be known from public data, such as exact budgets.