Playbook
Competitor monitoring with AI agents
Nobody finds time to check competitor sites every week — so moves get noticed late. This playbook turns competitor awareness into a standing brief a read-only agent runs on a schedule: gathered, filtered, summarized with sources, and delivered to the channel you already use.
Why ad-hoc competitor checks fail
Almost every owner and marketing lead keeps a mental list of competitors worth watching. Almost nobody checks it on a schedule. Competitor monitoring is the textbook important-but-never-urgent task: it produces no invoice, no customer is waiting on it, and so it loses — every week — to whatever is on fire that day. Checks happen in bursts instead: the night before a pitch, right after losing a deal, when a customer mentions a rival's new price.
The cost of ad-hoc checking is not the hour it takes. It is lateness. You learn about a competitor's price change when a customer quotes it back at you. You notice their new service line months after launch, once it is already winning work you never saw contested. A move you spot in week one is something you can respond to; the same move discovered in month three is just context for why the quarter was slow.
The fix is not more discipline. Gathering, filtering, and summarizing are exactly the kind of repetitive, well-defined work an AI agent does reliably — while reading the digest and deciding what to do about it stays with you.
Designing the standing brief
A standing brief is a one-page definition of what "monitoring" means for your business, written once and then executed the same way every time. It takes four decisions:
- Competitors. The three to seven businesses you actually lose deals to — not every name in the industry. A shorter list means a sharper digest.
- Topics. Which kinds of change matter: pricing, new products or services, campaigns and announcements, hiring signals, reviews and public sentiment. Naming topics is what lets the agent filter instead of forwarding everything.
- Sources. Where change shows up: competitor websites, news coverage, reviews, and public mentions — anything public that web-research and news connectors can reach.
- Cadence. Weekly suits most SMEs; daily fits fast-moving markets. Pick the rhythm your team will actually read.
On Olano, the brief becomes a skill: teach the procedure once and it is repeated the same way every time — same competitors, same topics, same digest format, every cycle.
How the agent works
On the cadence you chose, the agent runs the brief via scheduled tasks and proactive monitoring. It gathers through web-research and news connectors, then filters hard: duplicates collapse, off-topic noise is dropped, and — because the agent keeps persistent memory across sessions — anything it already reported last cycle is excluded. The digest covers what changed since you last read one, not the same ten links again.
Each surviving item is summarized with a link to its source, and the finished digest is delivered to the channel your team already uses. Olano agents work across 15+ messaging channels, so the brief can land in a WhatsApp thread, a Slack channel, a Telegram group, or your email inbox. That delivery detail matters more than it sounds: monitoring tools usually die by becoming one more dashboard nobody remembers to open. A digest that arrives where you already read messages gets read.
Reading a digest
A useful digest is a five-minute briefing, not a report. Each item has three parts:
- What changed. The fact, in a sentence or two: a price moved, a page was rewritten, a product launched, coverage appeared.
- Why it matters. One line connecting the fact back to your brief — which of your offers it touches, which customers it might sway.
- The sources. A link for every claim, so you can verify anything before acting on it. Summaries with sources, not link dumps.
And when nothing happened, the digest says so in a line. A quiet week is not a failed run — it is the confidence that you did not miss anything, which is the whole point of standing monitoring.
Read-only by design
Every Olano agent runs at an explicit trust level from 0 to 4 (Observer → Assistant → Collaborator → Autonomous → Developer). A competitor-monitoring agent sits naturally at the bottom of that scale, level 0–1: it reads public sources and writes you a digest. It never messages a customer, never spends money, never touches your files. Read-only research and drafting can run without approval gates, so the digest simply arrives on schedule — there is no approval queue to service for each run.
That is what makes this a natural hands-off starting point for teams still building trust in agents. And the guardrails do not disappear: the moment you extend the agent to anything outbound — forwarding a digest to a client, replying anywhere public — that action gates. Anything outbound waits for human approval by default, every action is recorded in an immutable audit trail, and the whole workflow runs inside a private, isolated workspace.
Extending to reviews and public mentions
The same machinery, pointed at your own name, becomes reputation monitoring. Add your business to the brief and the agent watches reviews and public mentions alongside competitor moves — and flags anything that deserves a human reply: a negative review, a question in a public thread, a mention that misstates your offer.
Flagged means flagged. The agent can draft a suggested response, but the reply itself waits in the approval queue for a person to edit and approve — the same approval-first pattern we describe in the social media approval workflow. Public replies carry your name; they stay human decisions.
Proof: an agency that runs on standing briefs
A Singapore communications agency runs its media monitoring and recurring research digests on Olano exactly this way: standing agents on web-research and news connectors, each owning one brief, running read-only on a schedule, with every digest cited back to its sources and reviewed by a person before anything reaches a client.
The insights the agents generate are so useful for our decision-making.
Getting started
If competitor awareness is the job your team keeps postponing, it is a good candidate to start with as your one workflow: read-only, low-risk, and easy to judge — either the digests are useful or they are not. The productized version of this playbook is the AI market research agent. Every Olano build is quoted and approved before we build, and a single managed workflow is typically live within 1–2 business days of onboarding. Live in days, not months.
FAQ
Can the competitor monitoring agent act on what it finds?
No. It runs read-only at the low end of Olano's trust levels 0–4 — it gathers public information, filters it against your brief, and writes a digest. Anything outbound, like forwarding a digest to a client or replying to a review, waits for human approval by default, and every action is recorded in an immutable audit trail.
Where can the digest be delivered?
To the channel your team already uses. Olano agents work across 15+ messaging channels, including WhatsApp, Slack, Telegram, and email, so the digest arrives where you already read messages instead of in another dashboard you have to remember to open.
How often should a competitor digest run?
Weekly is the most common starting cadence for SMEs; daily suits fast-moving markets. You set the cadence when you define the brief, and it runs via scheduled tasks and proactive monitoring — the rhythm can change anytime without rebuilding the workflow.
What does it cost to start?
Olano's Founding Partner Pilot is S$499 monthly base for one fully managed workflow — cloud compute, hosting, setup, maintenance, monitoring, and 2 hours of consultation a month included. AI usage runs on a transparent meter with a hard spend cap agreed before launch, with a 30-day money-back guarantee and no per-seat pricing.
Keep reading
Where to go next.
AI market research agent
The productized version of this playbook: standing research briefs, digests with sources, delivered on schedule.
Case study: a Singapore communications agency
Media monitoring and research digests for client work — read-only agents, cited sources, human review.
Social media agent approval workflow
The approval-first pattern for anything public: drafts queue, humans approve, everything is logged.
Put competitor awareness on a schedule
Book a free 30-minute AI assessment. We help you define the standing brief — competitors, topics, sources, cadence — and quote before we build. A single managed workflow is typically live within 1–2 business days of onboarding.