Why researchers move here
Research repeats. The same competitor pages get checked weekly, the same papers get summarized in the same format, the same monitoring runs forever. GO Pilot GO turns each repeated job into a scheduled agent whose output format is consistent run over run, with citations.
Competitive monitor
Utterance"Once a week, check the pricing page, blog, and changelog of these three competitors. Diff against last week and send me what changed."
Browser-mode runs with persistent memory of last week's snapshot. Diffs are written in plain English: "Competitor A moved their Starter plan from $99 to $129 and added a 5GB storage cap."
Source gathering
Utterance"Given a research question, search the open web and arxiv, return the top 10 sources with one-sentence relevance notes."
Output is a markdown table with URL, title, and a one-sentence "why this matters." Drops into your research doc with no reformatting.
Long-form summarizer
Utterance"Given a PDF, return an executive summary, key claims with page numbers, and three follow-up questions worth asking."
Knowledge ingest handles the PDF chunking and embedding. Citations point to specific pages so you can verify before quoting.
Longitudinal tracking
Tell the agent what to watch (a regulatory page, a senator's vote record, an SEC filing index) and how often. The agent's memory accumulates the timeline, so any new data point arrives with context, not as an isolated event.
Output formats
- Markdown for Notion or Obsidian.
- JSON for downstream pipelines (the agent is itself an MCP tool, so other agents can call it).
- Email digest with structured headings.