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Monitor Competitors and the Market with AI

By the end of this recipe, a scheduled automation will sweep the web for what your competitors and your market are doing each week, log every move to a competitive-intelligence board, and post a plain-language digest to your team — so you're never the last to know. Because your intel board and your team chat live in the same workspace, the AI can both keep the running record and put this week's highlights in front of the people who need to act on them.

Readiness: Available now (built as an Automation). The version where a named market-analyst teammate runs the sweep on its own schedule is rolling out in early access.

What it does​

Competitive intelligence usually dies from neglect: someone means to keep an eye on the market, then real work takes over and the "competitor tracker" goes stale. This recipe makes the watching automatic.

On the schedule you set, the automation:

  • Researches the web for what your named competitors and your market have announced, shipped, priced, or been covered on in the past week — with a source for each item.
  • Writes a readable brief — competitor moves grouped by company, broader market news, and a short "what it means for us" with recommended actions — instead of a raw list of links.
  • Logs the findings to a board, so your competitive intel becomes a searchable, dated timeline you can filter by competitor or by the type of move, not a document nobody reopens.
  • Posts the digest to a channel, so the sales, marketing, or leadership team reads the highlights the moment they land.

The board is the memory; the channel message is the nudge. Together they turn "we should really watch the competition" into something that just happens every week.

Build it yourself​

One-time setup​

Create the Competitive Intelligence board

Make a board with a table for intel. Add columns for Competitor (a text field, or a link to a separate Competitors table), Summary (rich text), Category (single-select: Product, Pricing, Funding, Hiring, Marketing, Partnership), Sentiment (single-select: Positive, Neutral, Negative — for how a move reads about them), Source (a URL field), and Date. This board is both your archive and your filter surface. See Boards Overview if you're starting fresh.

The weekly monitor automation​

Trigger: Schedule

In Automations, start a flow with a Schedule trigger set to when you want fresh intel — for example, every Monday at 8:00 AM, before the week's planning.

AI step: Web research

Add an AI → Web research step and tell it exactly what a "move" is to you: "Search the web for anything Acme, Globex, and Initech have announced, shipped, changed in pricing, or been covered on in the past 7 days — plus major funding, hiring, or product news in the project-management software market. Return the notable items, each with a source link." This step gathers current, cited material at run time.

AI step: Categorize and read the tone (optional)

Add an AI → Classify step to bucket each item into your Category options, and an AI → Sentiment step to tag how each move reads. These make the digest skimmable and the board filterable — "show me every pricing move this quarter" becomes one filter.

AI step: Summarize into a digest

Add an AI → Summarize step over the research. Prompt it for the shape you want: "Write a competitive-intelligence brief with three short sections — Competitor moves (grouped by company), Market & industry news, and What it means for us (two or three recommended actions) — in plain language a sales team can skim."

Action: Log it to the board

Add a Create row action on the Competitive Intelligence table, mapping the brief into Summary, the top items into Category and Sentiment, and the links into Source. Add a Set date to now action so every entry is timestamped for the timeline.

Action: Post the digest

Add a Post channel message action that sends the brief to your #competitive-intel (or sales) channel. Prefer to vet it first? Send it to yourself with a Send direct message action, or add a human approval request so a person can edit before it goes wide. (Your team lives in Slack? Use the Slack connector's message action instead.)

tip

Keep the watchlist as board rows. Instead of hard-coding competitor names in the prompt, keep a Competitors table with one row per rival you track. Start the automation with a Find rows action to pull that list, then a For each loop that runs the web research and logs one row per competitor each week. Adding or dropping a competitor is then just editing a row — the sweep always covers your current set.

Or just ask Copera AI​

Want a briefing right now, without building anything? Open Ask Copera AI and ask it to run Deep Research:

"Do deep research on what Acme, Globex, and Initech have shipped, announced, or changed in pricing over the last month, plus any major moves in the project-management market. Write a competitive brief — what each did and what it means for us — then post it to the #competitive-intel channel and log the highlights as rows on our Competitive Intelligence board."

Ask Copera AI can search the web, read a page, crawl a site, and run Deep Research for a multi-step, cited briefing — then create the rows and post the message for you. With the default Ask before acting permission mode, it shows a review card (and a Sources list) before it writes anything, so you approve the digest and the rows before they exist. See What Copera AI Can Do for the full list of actions it can take.

Make it a standing teammate​

Early access

Standing AI teammates are rolling out gradually. When one is available in your workspace, you can put a named teammate — a "Market Analyst" — in charge of the competitive beat: it runs the weekly sweep on its own schedule, keeps the Competitive Intelligence board current, and posts the brief to your channel under its own identity, with no automation to maintain. If you don't see teammates yet, they're on the way — and everything in this guide can be built today as an Automation.

Tips​

tip

Define what counts as a "move." The digest is only as sharp as your prompt. Spell out the signals your team actually acts on — pricing changes, new features, funding rounds, executive hires, notable review-site activity, even aggressive job postings as a growth signal — so the brief surfaces decisions, not noise.

tip

Catch breaking news between digests. For near-real-time alerts, add a second automation with an inbound webhook trigger and point an external alert service (any news or monitoring tool that can call a webhook) at it. Run an AI → Classify step on each incoming mention, Create row to log it, and add a condition so only high-signal items get a Post channel message — everything else just quietly lands on the board.

tip

Set a spend cap on the sweep. Because it does web research and AI summarizing on a recurring schedule, this automation draws AI and automation credits every run. Give it a per-automation spend cap so a heavy news week can't run past a budget you choose, and check the usage dashboard to see where credits go.

tip

Route the intel to where deals are worked. Beyond the channel post, a Set field action can flag your own pipeline — for example, tagging deals in a competitor's segment "watch: pricing change" — so the intel reaches the reps in the accounts it affects, not just the digest.

Frequently Asked Questions​

Can Copera automatically monitor my competitors?​

Yes. On the schedule you choose, an automation runs an AI web-research step over the competitors and topics you name, summarizes what changed, logs each finding as a row on a competitive-intelligence board, and posts the digest to your team channel. You can also ask Copera AI to run the research on demand.

Does Copera search the live web for competitor news?​

Yes. The web-research AI step gathers current, cited material from the web when the automation runs, so each digest reflects that week. For a deeper, cited briefing on demand, ask Copera AI to run Deep Research on a set of competitors or a market question.

Where does the competitive intelligence get stored?​

Each run logs its findings as rows on a Competitive Intelligence board — a searchable, dated timeline you can filter by competitor or by the type of move. The same run posts the readable digest to a channel, so the team sees the highlights while the board keeps the full history.

Can it categorize moves and read sentiment?​

Yes. Add an AI Classify step to bucket each move (pricing, product, funding, hiring, marketing) and an AI Sentiment step to tag how it reads, so the digest is skimmable and the board is filterable by category and tone.

Can I be alerted the moment a competitor makes news?​

Yes. Point an external alert service that can call a webhook at an inbound-webhook trigger. Each incoming mention is classified, logged, and — when it clears a bar you set — posted to your channel between the weekly digests, close to real time.

Do I need to write code?​

No. Build it on the visual Automations canvas by connecting blocks, or describe it in plain English to Ask Copera AI and let it assemble the flow. You review everything before it runs.