AI research and market monitoring
Everything outside the business moves on its own schedule: competitors ship, prices change, regulations land, tenders open. A monitoring agent watches the outside world and delivers a sourced summary of what actually changed.
Can an AI agent monitor markets and competitors?
Yes. A research and monitoring agent can track external sources on a schedule, such as competitor sites, pricing pages, news, regulations, and tender feeds, and summarize what is new with links to the sources. Qoren runs it always-on, so the watching happens without anyone assigned to it.
The problem
Useful market awareness is ongoing, not one-off. Manually checking competitor sites, feeds, and announcements is time-consuming, so it gets dropped the moment things get busy, and changes are discovered late, from a customer or a lost deal. This page covers watching the world outside the business; reporting on the business's own KPIs is automated business reporting, which is a different agent reading different sources.
How an agent handles it
- Watch competitor sites, pricing pages, and changelogs.
- Track news, regulations, publications, and tender or RFP feeds.
- Check every source on a schedule instead of when someone remembers.
- Summarize what changed, with links to the sources.
- Deliver the brief to an inbox, chat, or doc.
Why it sells
- Continuous monitoring without the manual searching.
- Sourced summaries instead of raw links.
- A recurring service that compounds in value as the watchlist grows.
How it runs, step by step
Define the watchlist
You set the sources and the questions: these competitors, this market, these regulators, this kind of tender.
Scheduled sweep
The agent checks the watchlist on the cadence that fits the client, daily for fast-moving markets, weekly for slow ones.
Filter for signal
Most checks find nothing, which is the point. The agent writes up only what changed and skips the noise.
The sourced brief
Findings arrive as a short brief with links, so every claim can be checked against where it came from.
Human judgment
The agent reports what changed. What it means for the client's strategy is a human call, made with better information.
When this is not the fit
Monitoring is recurring watching, not one-off deep research. A single due-diligence project is better run interactively, with a person steering. And if the question is about the business's own numbers, that is business reporting, not research.
Templates to deploy for this
Start from a ready-made agent and tailor it to the client. Each one runs on a managed environment, online on schedules and triggers.
- Weekly on Monday at 07:00
Research Analyst
Deep research on demand. Ask a question, get back a sourced, structured brief: the landscape, the key players, the trade-offs, and a clear recommendation, with every claim traced to where it came from.
- Daily at 05:00
Competitor Watchdog
Watches competitor sites, pricing, changelogs, and job boards, and you hear about it only when something changes
- Weekly on Monday at 04:00
Ai Visibility Tracker
Tracks whether ChatGPT, Claude, Perplexity, Grok and Gemini mention your business when buyers ask, how often, and which sources they cite, week over week
- Weekdays at 06:00
Bid Catcher
Watches public tenders, RFP feeds, and grant programs for work you can actually win, scored against your capabilities, deadline-tracked, response skeleton drafted.
Frequently asked questions
What sources can it monitor?
The external sources you define for the client: competitor sites and pricing pages, news and publications, regulatory feeds, and tender or RFP listings. If it is publicly reachable, it can be on the watchlist.
How is this different from automated reporting?
Research monitoring watches the outside world. Automated reporting compiles the business's own numbers from its own systems. They read different sources and answer different questions.
How is this different from a one-time report?
It runs continuously, so the client gets ongoing updates rather than a snapshot that starts going stale the day it is delivered.
Can I package this for clients?
Yes. A monitoring agent is a strong recurring offer to deliver per client on Qoren.
Deploy this for your clients.
Pick a template, configure it per client, and go live in minutes. Plans from $39/mo.