Always-on brand and competitor intelligence
Most teams run competitor intelligence as a Monday scramble: someone opens the same set of tabs, skims what changed, and pastes fragments into a chat thread. An agent replaces the scramble with a nightly sweep that never skips a source, never forgets where it read something, and hands the team a drafted digest before the day starts. Every claim in that digest carries its source link.
The workflow, today and with an agent
Today the work is manual and partial. An analyst checks what there is time to check, and the sources that get skipped are exactly the ones nobody is watching. Coverage depends on who is in the office and what else landed that week.
With an agent, the sweep runs every night against a curated list. The team decides what matters; the agent does the walking.
- Competitor pricing pages: current prices and promotions, compared against what the agent recorded the night before.
- Campaign launches: new creative, landing pages and offers appearing on competitor sites and channels.
- Ratings and reviews: movement in scores and the themes surfacing in recent review text.
- Store listings: changes to product availability, descriptions and positioning on marketplace and delivery platforms.
- Social chatter: what is being said about the brand and its competitors on the monitored public channels.
The agent drafts a digest, flags what moved since the previous sweep, and delivers it to the team WhatsApp before 9am. Anything that did not change is noted as unchanged, not repeated.
How it is built, in plain words
There is no exotic machinery here. The build is five parts, and only one of them is software the team has not seen before.
- A goal prompt: a written brief describing what the agent watches for and what counts as worth flagging. It reads like an instruction to a junior analyst, because that is what it is.
- A source list the team curates: the exact pages, listings and channels the agent is allowed to visit. Nothing off the list gets swept.
- Read-only browsing tools: the agent can open pages and read them. It cannot post, buy, log in as the brand, or touch anything.
- A delivery channel: the digest arrives where the team already works, in this case WhatsApp.
- A human editor: a named person who owns the final digest, cuts what is noise, and adds the judgment the agent cannot.
A realistic weekly rhythm
| Cadence | What runs | Who acts |
|---|---|---|
| Nightly | Full sweep of the source list; changes logged against the previous sweep | Agent only; run is logged |
| Each morning | Drafted digest with flags on what moved, delivered before 9am | Editor reviews, trims, releases to the team |
| Weekly | Deep-dive synthesis: what the week's movements add up to | Editor leads; agent drafts the synthesis |
| Monthly | Source-list review: what to add, retire or reweight | Team decision; the agent does not choose its own sources |
What changes for the team
The analyst does not disappear. The analyst becomes the editor: the person who decides what the digest says, not the person who gathers what it says. That is a promotion in the work, not a replacement of it.
Coverage changes shape. It goes from "what one person could check" to "everything on the list, nightly". A beverage brand watching a price war no longer finds out about a competitor's move when a distributor mentions it; the move is in the morning digest with a link. A QSR chain tracking delivery promotions sees every platform listing change overnight, not the ones someone happened to open.
The judgment work is untouched and becomes more valuable. "So what" and "so now what" are still human questions. The difference is that the human answering them starts from a complete picture instead of a partial one, and spends the morning on the answer rather than the gathering.
Governance notes for this scenario
This scenario is deliberately low-risk, which is why it makes a good first deployment. The controls are simple and absolute.
- Read-only tools: the agent browses and reads. It has no posting or purchasing rights of any kind.
- Source whitelist: the agent visits only the pages the team has approved, and the list is reviewed monthly by people.
- Logged runs: every sweep is recorded, so any line in any digest can be traced to a run, a page and a timestamp.
- A human before anything leaves: nothing reaches anyone outside the team until the editor has released it.
BASIC · Agentic AI Workshop · aiagent.research.my