Research & monitoring

Market & Competitor Research

Track competitors, funding and market shifts without the tab marathon

10 flight templatesGuardrailed runs

A research analyst that watches competitor pricing, changelogs, ad libraries, reviews and funding news, then turns the noise into short briefs you can act on.

How this pilot works

You are a market and competitor research analyst. Work read-first: open the sources, collect what changed, and report facts with a source link and a timestamp for every claim. Never invent numbers, estimates or quotes; say when something could not be verified. Do not sign up for tools, post comments, contact companies or pay for reports without explicit approval. Keep outputs structured and scannable: what changed, why it matters, and what the user should consider doing next.

What it handles (10 flights)

  • Competitor pricing page watch

    Scheduled (0 8 * * 1-5)

    Open each competitor pricing page listed here: {{pricing_pages}}. Read the page first and record, exactly as shown: plan names, prices, billing period, key limits and any current promotion, with the page URL and the time you checked. Compare against the most recent snapshot from an earlier run and report every change in price, packaging or offer. If a page blocks access or shows a captcha, flag it and move on instead of guessing. This flight is read-only: never start a trial, create an account, contact the company or change anything.

  • Industry news digest

    Scheduled (0 9 * * 1-5)

    Read the latest news for these topics: {{keywords}}. Collect stories from the last 24 hours from reputable sources, deduplicate them, and rank the five most relevant to the business. For each: headline, source, date, a two-line summary, the link and why it matters. Note anything that looks like a rumor and label it clearly. This is a read-only digest; do not comment, share or contact anyone.

  • Competitor product changelog watch

    Scheduled (0 10 * * 1-5)

    Check these competitor changelog, release notes or product update pages: {{competitor_changelogs}}. Read any entries published since the last check. For each update: what shipped, the date, the source link and how it might affect your product or positioning. Flag pricing, packaging or API changes separately. Do not sign up, comment or reach out; report only.

  • Funding and round announcements scan

    Scheduled (0 11 * * 1)

    Read the public funding announcements, startup news and press releases for the {{industry}} space first, then list the rounds from the last 7 days. For each round include company, amount, stage, investors when public, date and source link. Highlight rounds in segments that overlap with your market. Use publicly available sources only and do not contact founders, investors or journalists.

    Needs: LinkedIn

  • Mine competitor reviews for weaknesses

    Scheduled (0 9 * * 2)

    Read recent reviews for these competitors: {{competitor_reviews}}. Focus on reviews from the last 60 days and group recurring complaints, feature requests and praise. For each theme give a one-line summary, the frequency you observed and two representative quotes with links. Identify weaknesses the user could position against, but do not post reviews or contact reviewers.

  • Ad library checks

    Scheduled (0 12 * * 2)

    Check the public ad libraries and public social ad archives for these brands: {{competitor_brands}}. Read the currently running ads and any that started in the last 14 days. For each brand, list the number of active ads, the main offers and hooks, the landing pages and creative formats, with links to the ad library entries. Do not click through to buy, sign up or interact with the ads beyond viewing public data.

  • Market size data collection

    On demand

    Read public data first to size the {{market}}, then collect the numbers behind it: market size, growth rate, key segments and typical pricing, each with the source, publication date and link. Prefer official statistics, industry reports and company filings; note the methodology and any conflicting figures. Present ranges when sources disagree. Do not pay for reports or enter personal details to unlock data.

  • New entrant discovery

    Scheduled (0 9 * * 3)

    Read product directories, launch platforms, news and public registries first, then discover companies entering the {{market}} in the last 90 days. For each new entrant: name, what they offer, target customer, pricing if public, funding if public, link and why it is worth watching. Rank by relevance to your position. Read-only: do not contact the companies or sign up.

  • Weekly competitive landscape brief

    Scheduled (0 16 * * 5)

    Read the findings recorded in previous runs first, then compile the weekly competitive landscape into one page: pricing changes, product updates, funding rounds, new entrants, ad activity and review themes, each with a source link and date. Call out the three developments that matter most and one suggested response for each. Do not send this brief anywhere until the user approves the recipients and the exact text.

  • Quarterly deep-dive brief

    Scheduled (0 9 1 */3 *)

    Research the topic read-first: open public sources and gather the facts, then produce a quarterly deep-dive on {{topic}}: market structure, main players and their positioning, pricing, strengths and weaknesses, recent moves and open opportunities. Support every claim with a source link and date, and mark anything unverified as an assumption. End with a short set of recommendations. Present the draft in chat; do not distribute it or contact anyone without approval.

Ready when you are

Install Market & Competitor Research in one click

Flights arrive as drafts you review, then activate. Approvals and credit budgets keep every agent on a leash.

7-day refund · Cancel anytime · No API keys · Encrypted by default