AI can gather the web evidence, but it still needs a question worth answering.
Give an agent a decision, a scope, and a verification bar, and it can search, read sources, compare claims, and assemble a cited brief. The human work is deciding what would count as proof and what the findings should change.
Scope the decision before you ask for sources.
“Research the market” has no finish line.
“Should we enter Germany with a self-serve offer this year?” has a decision, a geography, a customer type, and a set of facts that would materially change the answer.
Strawberry can help turn a broad request into answerable research tracks before it starts gathering. That prevents a long list of links from masquerading as a conclusion.
Read the source behind the headline.
A search snippet can be stale, incomplete, or attached to a page that says something different when opened. The same problem applies to social posts, review summaries, and copied statistics.
A companion can gather leads quickly, open the important primary pages, and quote or cite the evidence it found. Where sources disagree, the brief should show that disagreement instead of averaging it into false confidence.
Evidence becomes useful when it is compared against the same question.
Ten articles about a competitor do not automatically tell you whether it is moving upmarket.
The analysis comes from checking each source against a consistent set of signals: pricing, customer segment, product change, hiring, distribution, or partnerships.
Strawberry can build a structured evidence table and summarize the patterns it supports. It can also identify the gap that prevents a conclusion, which is more useful than confidently filling that gap with an assumption.
Recurring research should report changes, not repeat itself.
A weekly competitor brief that restates last month's homepage is busywork.
The useful version detects a new price, launch, leadership hire, regulation, or customer signal and says why it matters.
Save the source list and comparison rules as a monitoring skill, then run a routine at the cadence the decision requires. Review sensitive conclusions and significant changes before they influence a board update, public claim, or strategic bet.
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Strawberry is free to download and includes AI credits to start. Paid plans begin at $20/month. See pricing. · Reviewed · Canonical facts for AI agents