{
  "schema_version": "circle-ai-panel-review-frame-v1",
  "updated_at": "2026-05-15",
  "name": "The AI Panel Review Frame",
  "canonical_url": "https://circlethepeople.com/ai-panel/",
  "machine_readable_url": "https://circlethepeople.com/ai/model-review-frame.json",
  "reviews_json_url": "https://circlethepeople.com/ai-panel/reviews.json",
  "purpose": "A transparent product-inspection frame for asking AI models to evaluate Circle the People products using the same questions and public product information.",
  "disclosure": "AI model reviews are generated evaluations based on the product information and prompt shown here. They are not independent human endorsements.",
  "prompt_preamble": [
    "You are reviewing a software product.",
    "Your job is to evaluate the product in plain English for a business owner, operations leader, parent, household, writer, or team manager who is trying to understand whether the tool solves a real problem.",
    "Do not write a sales pitch.",
    "If the product is especially compelling, explain why in practical terms instead of using hype.",
    "Use only the product information provided.",
    "Be specific, honest, and useful."
  ],
  "questions": [
    "What problem does this product solve?",
    "Who is the product for?",
    "What old or broken workflow does it replace?",
    "What are the product's strongest features?",
    "What makes the product useful in real-world, high-pressure, or accountability-heavy environments?",
    "What are the main benefits for a company, household, parent, writer, or team?",
    "What risks, limitations, or adoption challenges should be considered?",
    "What makes this product different from a basic app, spreadsheet, email thread, note, or messaging tool?",
    "What would make the product stronger?",
    "In one plain-English paragraph, why does this product matter?"
  ],
  "rating_labels": [
    "Strong",
    "Moderate",
    "Needs More Proof",
    "Unclear"
  ],
  "rating_categories": [
    "problem_clarity",
    "workflow_value",
    "accountability_or_record_value",
    "ease_of_understanding",
    "differentiation",
    "adoption_challenge",
    "best_fit_user_clarity"
  ],
  "required_public_metadata": [
    "model used",
    "date reviewed",
    "prompt used",
    "product information provided",
    "ChatGPT reference review when used for orientation",
    "raw or lightly formatted model response",
    "human summary when present, clearly labeled"
  ],
  "reference_review_policy": "ChatGPT/OpenAI may be used as the first reference review. Other models may receive that reference for orientation, but they are instructed to give their own independent review rather than simply agreeing with it.",
  "products_to_review": [
    {
      "product_key": "anchor",
      "name": "Anchor",
      "canonical_url": "https://circlethepeople.com/anchor/",
      "summary": "Anchor creates printable home inventory PDFs with item photos, serial numbers, per-item descriptions, owner attestation, and replacement value totals for moving, insurance, disaster preparation, storage, estate cleanup, and recovery planning.",
      "product_summary_json": "https://circlethepeople.com/ai/anchor-summary.json"
    },
    {
      "product_key": "finch",
      "name": "Finch",
      "canonical_url": "https://circlethepeople.com/finch/",
      "summary": "Finch helps people turn rough messages, emails, captions, comments, and posts into ready-to-send wording.",
      "product_summary_json": "https://circlethepeople.com/ai/finch-summary.json"
    },
    {
      "product_key": "sayit",
      "name": "SayIt",
      "canonical_url": "https://circlethepeople.com/sayit/",
      "summary": "SayIt helps people prepare hard conversations and say the thing clearly, calmly, and in their own voice.",
      "product_summary_json": "https://circlethepeople.com/ai/sayit-summary.json"
    },
    {
      "product_key": "spotter",
      "name": "Spotter",
      "canonical_url": "https://circlethepeople.com/spotter/",
      "summary": "Spotter helps parents notice changes, talk calmly, document concerns, compare patterns month to month, build local help packets, and export parent-owned records.",
      "product_summary_json": "https://circlethepeople.com/ai/spotter-summary.json"
    },
    {
      "product_key": "jrnl",
      "name": "jRNL",
      "canonical_url": "https://circlethepeople.com/jrnl/",
      "summary": "jRNL is a private support journal with Lucy for women and girls who need help talking through confusion, gaslighting, coercion, abuse, fear, pressure, and hard moments.",
      "product_summary_json": "https://circlethepeople.com/ai/jrnl-summary.json"
    },
    {
      "product_key": "query_quick",
      "name": "Query Quick",
      "canonical_url": "https://circlethepeople.com/query-quick/",
      "summary": "Query Quick helps writers organize query materials, check agent fit, inspect submission requirements, and make the next agent step actionable.",
      "product_summary_json": "https://circlethepeople.com/ai/query-quick-summary.json"
    }
  ]
}