Advertising context from public sources: What context should an ad beside an AI answer carry, judging by the public sources the answers cite? (Sample data, fictional company)

What it reads

Up to 40 scored answers that do not name you in your latest delivered measurement, the pages they cite, and your published facts file.

Every item in a result quotes the receipt it relies on. You review each saved result before anyone relies on it.

Fictional sample. No model was run.

The analysis on the fictional Kalvenor sample

Kalvenor Systems is a fictional company. This result was written from its recorded sample receipts so you can see the structure; it is not a result about your company.

14 sample answers that do not name Kalvenor, one for each question in the fictional baseline where no scored answer does

Four contexts drawn from 14 sample answers that do not name Kalvenor and the third-party sites they cite. In each, the answers already discuss more than the facts file states.

Left for your review

• Does Kalvenor plan to buy ads beside AI answers at all? These contexts assume such a placement could be bought.

{
  "company": "Kalvenor Systems (SAMPLE DATA)",
  "domain": "kalvenor.example",
  "updated": "2026-10-06",
  "one_sentence": "SAMPLE DATA. Kalvenor is a fictional field service platform used only to illustrate this format.",
  "for": [
    "SAMPLE DATA: dispatch teams at fictional service companies"
  ],
  "not_for": [
    "SAMPLE DATA: organizations seeking a real vendor"
  ],
  "pricing_url": "https://kalvenor.example/pricing",
  "plan": {
    "name": "Illustrative plan",
    "price": "SAMPLE DATA: $99",
    "billing": "per month, fictional",
    "includes": [
      "Illustrative dispatch board"
    ]
  },
  "integrations": [
    {
      "name": "SAMPLE DATA: illustrative calendar",
      "url": "https://kalvenor.example/integrations"
    }
  ],
  "demo_url": "https://kalvenor.example/demo",
  "facts_url": "https://app.broadcastwell.com/vendors/kalvenor/facts.json",
  "source": "/assets/kalvenor-vendor-facts.json"
}

In a client account

Available now in a client account. There this analysis reads the answers ChatGPT, Claude, Perplexity, Google AI Overviews and Google AI Mode gave in the client's latest delivered measurement, and every result is saved for the client's review with the date it ran and what it read. This page reads no account.

Returns, item by item: Context; Questions; Public sources that set the terms; What the ad must answer; What your facts file supports. What each analysis reads and returns, in our documentation.

All sample analyses. Back to the sample account.