An AI research agent that shows where its answers come from

Comparing five vendors’ plans, checking which countries changed a rule, finding who runs a company: each is an afternoon of tabs, copying and pasting, and a spreadsheet nobody can check afterwards. A chat assistant is quicker, but you cannot tell which number came from where.

• 01Ask: write what you want found. Name the sites to start from, or let it search the web.
• 02Shape the answer: describe the columns you want and the answer comes back as data in that shape, ready for a spreadsheet or your code.
• 03Watch it work: every search, page and model step appears as it happens, with what it cost.
• 04Follow up: ask the next question in the same conversation. Pages it has already read are read again free.

• —Sources on every answer: the pages it read, numbered — and for an answer in your format, the page each value was read on, wherever it read one.
• —Your format: a paragraph, or data matching the fields you described.
• —Pages other tools miss: when the data is behind “Load more”, a tab or a filter, it opens the page in a real browser and clicks. It never types, so it fills in no form and logs in nowhere.
• —What it found, even at the limit: a run that reaches its cap returns what it had, and Continue carries on with a new budget, keeping the pages already paid for.

• —A budget per run: 2,000 credits unless you set another; the run stops there.
• —The sites it may read: start it from a website and the app keeps it on that site unless you allow more; through the API you name the sites it may read.
• —Cancel at any time: it stops before its next step, and what it used stays on the ledger.
• —Your own model if you like: run it on your workspace’s model connection (any OpenAI-compatible endpoint with tool calls) and pay 1 credit per 1,000 tokens.

• —Competitor plans and prices: every plan with its price per user and what it adds over the one below.
• —Account research: a company’s headquarters, founding year, founders and chief executive, each from a page that states it.
• —Rules across countries: a rate or a requirement for every country on a list, in one table.
• —Vendor comparisons: free plans, limits and what each one leaves out, with the pricing page cited for each.
• —Catalogues and datasets: products with their prices and ratings, or a ranked list built from a page’s table.