Research the half of the evidence that sits behind your logins
Dashboards, subscribed databases, portals and your own inbox, read in the session you are already in, back as a table with a source on every row.
Strawberry publishes this guide and builds that option in it, which is the category most research roundups skip. The half of a research question that sits behind your logins is the half a companion runs: the subscribed database, the usage dashboard, the portal and your own inbox, handed back as an evidence table with a source on every row.
Research is at least three activities, and the tools specialised accordingly. Sorted by where the evidence lives, as of this writing.
What kind of research is each agent built for?
The short version:
- ChatGPT's deep research mode is built for long-form synthesis from the open web: give it a question, get a structured report with sources. Gemini's equivalent aims at the same thing.
- Perplexity is built as a research reflex rather than a report writer: fast, cited answers while you work.
- Elicit is built for academic papers specifically, with structured extraction across studies.
- Strawberry is built for research behind logins that ends in your tools. When the evidence lives in analytics, a CRM, a subscribed database or your own email history, and the deliverable is a sheet or a doc, a companion reaches both halves.
- Manus and Genspark are built as cloud multi-step researchers on vendor machines, which suits open-web tasks. The trade is examined at Manus alternative.
Why does "behind logins" change the answer?
"Should we enter this market" needs public data and your own pipeline history. "Which vendor do we renew" needs review sites and your actual usage dashboard. A companion working your logged-in session does both halves and puts the result where work happens, which is the pattern behind automated web research reports.
The difference between running research on a vendor's cloud machine and in your own local session is drawn at cloud browser agents vs local agentic browsers.
Research that runs every Monday
A routine re-runs the pass on a schedule, covering competitor moves, market signals and news mentions, and delivers the delta rather than the encyclopedia. Deep-research modes, as of this writing, are built as on-demand tools.
For sizing, competitor scans and evidence tables, the walkthrough is at automate market research.
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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