The Competitor Agent researches a named competitor and organizes available findings into observations, possible gaps and suggested responses. It is research you run when needed, not continuous monitoring of every competitor website, social post or advertisement.
Give the agent a specific research question
Start with the competitor's correct name and website. State the market, customer segment and product you are comparing. A global enterprise product may not compete with your entry-level offer in every country or use case.
A useful question is: “How does this company explain onboarding for small agencies?” A vague instruction to find weaknesses tends to produce less useful recommendations. Add your own current capabilities to Brand Brain so comparisons have a factual basis.
Verify each important finding
Open the original source, check its date and confirm the quoted product or plan. Separate an official feature description from a reviewer's experience. If the report predicts a future move, keep it labelled as a prediction.
An absent feature on one page is not evidence that the competitor cannot provide it. It could be available through another plan, an integration or a service. Likewise, a long-running advertisement does not reveal its profitability. The competitor analysis article explains how to maintain an evidence log without over-interpreting public signals.
Illustration: research, plan, review and content checklist beside a marketer. Product screens may differ.
Move from observation to a test
Suppose several recent reviews mention confusing setup. Record the source dates and what customers actually describe. Check whether your own setup is demonstrably easier before making a comparative claim. A useful response might be a clear onboarding guide or a short walkthrough rather than an unsupported “faster than everyone” headline.
Save three separate fields in your working notes: observation, interpretation and proposed action. That separation makes it easier for a teammate to challenge the reasoning without losing the source evidence.
Keep research connected to the campaign
Review useful findings alongside the campaign research and the current plan. A new finding should inform a review, not silently replace approved work. Check affected drafts yourself before publishing a new claim.
Set a review cadence appropriate to your market and refresh important comparisons before using them in public content. When research returns few sources, narrow the question or add a reliable source; do not fill the gap with invented competitor performance data.
Frequently asked questions
Does the Competitor Agent monitor competitors continuously?
No. It produces research when you run it. Set a review cadence and refresh time-sensitive product or pricing claims before using them in public content.
Can competitor ads reveal their return on investment?
Public ads can show messaging and creative, but they do not establish profitability. Keep observations separate from inferred performance and avoid claiming access to private results.
How do I turn a competitor finding into a campaign idea?
Verify the original source and date, compare the finding with your own supported capabilities, then propose one test. For example, a documented setup problem may justify a clearer onboarding guide.
Sources
Tractn documentation
Related first-party guides for the Tractn workflows discussed here; these are product documentation, not independent research.