Clean and planted context compared: If a page planted a false claim about you, would an answer built from that page repeat it? (Sample data, fictional company)

What it reads

Your test passage, your published facts file and every scored answer to the question you choose in your latest delivered measurement.

You choose: question number, your test passage.

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.

A model's reading of your sources, not an engine; it says what your sources support, not how engines answer.

Question 10 in the fictional baseline, answered with and without one planted test passage

The planted claim was repeated in two places and left two claims unchanged. From the facts file and the receipts alone, Kalvenor is not named on question 10, where the figures show 0 of 15 scored answers naming it.

Chosen: Question number 10.

Your test passage, fictional

Kalvenor Systems combines scheduling, invoicing and inventory in one fictional plan. This sentence is a planted test claim and is not in the facts file.

Confirmed: This passage is a test we wrote, and we will not publish it.

Left for your review

• The test passage labels itself a test; a planted page would not, so a real test should use a passage without that label.

{
  "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: Claim; From your facts and the receipts; With the test passage added; Planted claim. What each analysis reads and returns, in our documentation.

All sample analyses. Back to the sample account.