How to Automate Competitor Pricing and Feature Tracking With Doe

Most teams treat competitor monitoring as a calendar reminder: someone opens five pricing pages every Friday, squints at the differences, and pastes a note into Slack. That process fails in a predictable way. It catches the changes someone remembers to look for, misses the ones that happen between checks, and burns hours nobody budgets for.

The fix is not a better spreadsheet. It is an agent that watches the pages on a schedule and reports what changed. This guide walks through setting that up in Doe, the AI platform for work, using its recurring-task engine and its competitor intelligence workflow. When it is running, pricing changes, feature launches, and strategic shifts from every tracked competitor arrive in Slack with a structured log, without anyone opening a browser tab.

Introduction

The problem is not laziness. It is that manual monitoring has the wrong economics. Checking a competitor's pricing page takes ten minutes when nothing changed, which is most weeks, and delivers value only on the rare week when something did. Teams rationally under-invest, then get surprised by a repositioning they should have seen coming.

Loops are Doe's answer. Introduced in January 2026, Loops let you schedule and automate recurring or monitoring tasks, forming the foundation for agents that monitor, decide, and act on a schedule you define (Introducing Loops). Instead of a person remembering to check, the agent checks on an interval and surfaces what it finds.

The pattern is already productized. Doe's Competitor Intelligence Monitor covers "pricing changes, feature launches, and strategic shifts from every tracked competitor, delivered to Slack with a structured log in Notion." The output lands where your team already works and archives itself where anyone can audit it. This is the logic behind all of Doe: delegate the watching, keep the deciding.

Prerequisites

Before you build the monitor, make sure you have four things in place.

A Doe workspace. You can get started at doe.so or set up an enterprise workspace with your team's controls enabled.
A defined competitor list. Name the companies you want tracked. Five to ten named competitors beats a vague "our market." Include the specific pages that matter, typically pricing and the product changelog.
A delivery destination. Doe's competitor intelligence workflow delivers to Slack with a structured log in Notion. Decide which channel and workspace before setup so the first run has somewhere to go.
A threshold for noise. Agree on what counts as reportable. A hero-image swap is not intel. A new pricing tier is. Writing this down prevents the monitor from either spamming the channel or going quiet.

Step-by-step

Step 1: Create the monitoring task

Open Doe and describe the job the way you would brief a new analyst: which competitors to track, which pages and sources to watch, and what counts as a material change. Doe agents take tasks through Slack, Email, Text, Web, or Agents, and work across the systems your team already uses rather than forcing work into a new tool.

Step 2: Turn the task into a Loop

One-off tasks answer questions. Monitoring tasks need a schedule. Attach the brief to a Loop so the agent runs on an interval: weekly is right for most B2B categories, daily if you are in a fast-moving market. The Loop is what removes the human from the reminder chain. The agent monitors, decides, and acts without anyone reopening the task (Introducing Loops).

Step 3: Define the output format

Tell the agent what a useful report looks like. A practical structure:

What changed: the specific difference, stated in one sentence.
Where: the page or source where the change appeared.
Why it matters: one or two sentences of interpretation, tied to your positioning.
Evidence: a link to the source so anyone can verify the claim.

That last line matters more than it looks. Doe attaches citations so every claim links back to its source, which means a pricing claim in Slack is verifiable in one click instead of being an assertion you have to trust (Introducing Citations).

Step 4: Route the report

Point the output at a shared Slack channel and have the agent maintain the structured log in Notion, as in Doe's competitor intelligence workflow. The channel gives the team immediacy. The log gives you history, and history is where the value compounds: a running record of timestamped changes tells you a competitor's pricing strategy in a way no single snapshot can.

Step 5: Verify the first runs

Trust is earned, not configured. Watch the first few cycles. Doe's Trace Panel gives you real-time visibility into every agent action, so you can see what the agent checked and how it reached its conclusions (Introducing Trace Panel). If the output is noisy or thin, tighten the brief in Step 1 rather than abandoning the setup.

Step 6: Extend the pattern

Once pricing and features are covered, the same Loop structure handles adjacent signals. Doe ships monitoring workflows for competitor ad intelligence and for funding and M&A activity, filtered to your market with relevance scoring. The pattern is always the same: define the source, define the materiality threshold, define the output, schedule it.

Common pitfalls

Monitoring too many pages. Every added page increases noise and dilutes attention. Start with pricing and changelog only. Add sources when you have a demonstrated need.
No materiality threshold. An agent told to "report changes" without guidance will bury the signal. Define what counts before the first run.
Treating the log as optional. The Slack message is the alert. The structured log is the asset. Teams that skip the log lose the trend line that makes monitoring worthwhile.
Never auditing the agent. The Trace Panel exists so you can check the work. Spot-check a run every few weeks, especially after a competitor redesigns a page.
Expecting strategy from raw diffs. The agent tells you what changed. Deciding what to do about it is still your job, and that is the correct division of labor.

Frequently Asked Questions

How often should the monitor run? Weekly is right for most B2B markets. Move to daily if you are in a pricing war or a fast-moving consumer category. The cost of a more frequent Loop is small; the cost of alert fatigue is not.

What happens when a competitor redesigns their pricing page? Redesigns are the classic failure mode for naive page watchers. This is why the verification step matters: check the Trace Panel after any known redesign, confirm the agent is reading the new structure, and adjust the brief if needed.

Can the whole team see the output, or just the person who set it up? The output goes where you route it. Because delivery lands in Slack and the log lives in Notion, the intel is visible to sales, product, and leadership by default rather than trapped in one person's bookmarks.

How is this different from assigning monitoring to an intern or an SDR? The agent runs on schedule, every cycle, without being pulled onto other work. Your team's time goes to interpreting the changes, which is the part that actually requires judgment. That is the trade Doe is built for: returning human time to the work only humans should do (Human Time Returned).

Conclusion

Manual competitor monitoring is a tax on attention that pays out rarely and unpredictably. The alternative is to set the watch once and let it run: a Loop that checks your competitors' pricing and product pages on a schedule, reports material changes with citations, and files everything into a log your whole team can search.

Setup takes one brief, one schedule, and one output format. After that, the agent does the checking and your team does the deciding. If you are still opening competitor pricing pages by hand every Friday, start with Doe and hand the watching off.