Tractn research organizes available market, audience, competitor and search information into a campaign brief. Its value is a reviewable starting point for decisions. Search results and AI synthesis do not make every claim verified, current or representative of your market.
Define the research scope
Start with the current offer, target audience, country, language and campaign objective. Name the competitors that buyers actually consider. If the brief covers several unrelated products or regions, narrow it before interpreting a single combined report.
Check the supporting documents in Brand Brain. Current product information should take precedence over an outdated public description or an earlier campaign draft.
Read the report by decision
- Audience: what problem is the customer trying to solve, and which evidence supports that interpretation?
- Market: what conditions affect demand, and which figures are estimates?
- Competitors: what is observable about their offer and positioning?
- Channels: which options fit the audience and available production resources?
- Search: which queries and topics deserve further investigation?
Do not assume a data provider's keyword estimate is a complete count of searches or that a suggested channel is proven to work for your company. Use the SEO guide for the next level of search planning.
Illustration: public mention cards beside a marketer. Product screens may differ.
Verify claims that will change the plan
Open important source links. Confirm the publisher, date, region and relevant passage. A general article may support a broad observation while failing to support a precise numerical claim. Remove unsupported precision rather than preserving it because it looks authoritative.
For example, a competitor's pricing page can support what that page lists today. It cannot establish the competitor's average deal value, customer acquisition cost or conversion rate. Keep those unknown unless suitable evidence exists.
Turn research into a small set of decisions
Record the finding, source, implication and next action. One useful conclusion might be to create a setup comparison because buyers repeatedly ask about implementation effort. Another might be to test a channel before committing a larger budget.
Bring those decisions into the Plan Agent and challenge assumptions during plan review. Research should reduce uncertainty and expose what remains unknown, rather than create a long document that nobody checks before launch.
Frequently asked questions
What question should campaign research answer?
Ask a specific decision question about the audience, competitors or search opportunity. A focused brief makes it easier to judge whether the findings support the campaign you intend to run.
Should I trust every source in an AI research report?
No. Open important sources, check their date and context, and distinguish official product information from opinion or estimates. Keep missing evidence visible.
How does research become a marketing plan?
Select the verified findings that affect positioning, channel choice or content. Record the reasoning and uncertainties, then review how the proposed plan uses that evidence.
Sources
Tractn documentation
Related first-party guides for the Tractn workflows discussed here; these are product documentation, not independent research.