Size up a stock with live data

Ask a real question — “how’s this stock doing, and what do you make of it?” — and Vancetope does the whole thing: pulls the numbers off the web, draws them as a chart, and hands back an assessment that cites the data it’s standing on. One message in, a grounded answer out.

This uses live web research (a search provider the operator wired up) plus Vancetope’s native chart documents. The agent delegates the lookup to a research worker, builds the chart, and writes the verdict — you just ask.

Table of contents

  1. Ask the question
  2. Why this is more than a chatbot answer
  3. Where to go next

Ask the question

One plain-language request: get Apple’s yearly prices for the last ten years, chart them, and give an opinion. The agent recognises it needs live data, spawns a research worker, and pulls the figures from the web (you can watch web_fetch / web-research in the live-progress panel).

From question to grounded verdict — 3 steps
The request, plus the agent pulling yearly AAPL prices from the web
Step 1The request. The agent fetches the yearly figures from the web (research worker + web_fetch on the right) and lays them out as a table before charting.
A candlestick chart of AAPL yearly prices 2017-2026
Step 2The data becomes a native candlestick chart — AAPL Yearly Stock Prices (2017–2026), rendered inline, with an honest note that 2026 is year-to-date.
The agent's grounded assessment of the stock
Step 3The verdict — and crucially "here's what I base that on": the 12.5× decade, only two down years, slowing pace, ~30–33× valuation. A view you can argue with, because the reasons are on the table.

Why this is more than a chatbot answer

  • It fetched real data, not a memory. The figures come from a live web lookup the agent ran itself — and it says so, including the caveat that the current year is incomplete.
  • The chart is a real document. A native kind: chart (candlestick), not a picture — you can open it, re-style it, or drop it into a workpage.
  • The verdict is grounded. Every claim in the assessment points back at a number from the chart. That’s the difference between an opinion and an opinion you can check.

Where to go next