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      "query": "How can I turn an unfamiliar image into useful search terms?",
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      "published_at": "2026-09-13T02:00:03.964Z",
      "schedule_status": "scheduled",
      "retests": [
        {
          "window": "48-72h",
          "due_at": "2026-09-15T02:00:03.964Z",
          "window_ends_at": "2026-09-16T02:00:03.964Z",
          "status": "scheduled"
        },
        {
          "window": "7d",
          "due_at": "2026-09-20T02:00:03.964Z",
          "status": "scheduled"
        },
        {
          "window": "28d",
          "due_at": "2026-10-11T02:00:03.964Z",
          "status": "scheduled"
        }
      ],
      "timestamp_basis": "First completed live verification, not exact server cutover time"
    },
    {
      "canonical_url": "https://kaleidofield.com/news/deepseek-v4-1-flash-image-input-screenshot-app-boundary",
      "query_id": "news_deepseek-v4-1-flash-image-input-screenshot-app-boundary",
      "query": "How can AI understand a screenshot?",
      "canonical_task_url": "https://kaleidofield.com/guides/how-to-identify-an-app-from-a-screenshot",
      "published_at": "2026-09-13T02:00:03.964Z",
      "schedule_status": "scheduled",
      "retests": [
        {
          "window": "48-72h",
          "due_at": "2026-09-15T02:00:03.964Z",
          "window_ends_at": "2026-09-16T02:00:03.964Z",
          "status": "scheduled"
        },
        {
          "window": "7d",
          "due_at": "2026-09-20T02:00:03.964Z",
          "status": "scheduled"
        },
        {
          "window": "28d",
          "due_at": "2026-10-11T02:00:03.964Z",
          "status": "scheduled"
        }
      ],
      "timestamp_basis": "First completed live verification, not exact server cutover time"
    }
  ],
  "attempts": [
    {
      "date": "2026-09-06",
      "phase": "baseline",
      "query": "What app can explain a photo?",
      "engines": [
        "ChatGPT Search",
        "Perplexity",
        "Google AI"
      ],
      "status": "browser_unavailable_mac_locked",
      "engine_request_sent": false,
      "answer_excerpt": null,
      "cited_urls": [],
      "observed_l4": false,
      "receipt": "output/chance-brand-geo-baseline-2026-09-06.json"
    },
    {
      "date": "2026-09-07",
      "phase": "baseline",
      "query": "How can I identify an app from a screenshot?",
      "engines": [
        "ChatGPT Search",
        "Perplexity",
        "Google AI"
      ],
      "status": "browser_unavailable_mac_locked",
      "engine_request_sent": false,
      "answer_excerpt": null,
      "cited_urls": [],
      "observed_l4": false,
      "receipt": "output/chance-brand-geo-baseline-2026-09-07.json"
    },
    {
      "date": "2026-09-08",
      "phase": "48-72h",
      "query": "What app can explain a photo?",
      "status": "completed",
      "engine_request_sent": true,
      "engines": [
        {
          "engine": "Google AI Overview",
          "status": "answer_observed",
          "request_sent": true,
          "result_url": "https://www.google.com/search?q=What+app+can+explain+a+photo%3F",
          "answer_excerpt": "Chance AI : Designed specifically for visual explanation.",
          "answer_summary": "The overview explicitly names Chance and associates it with explaining context, visible clues and follow-up questions.",
          "cited_urls": [
            "https://apps.apple.com/us/app/chance-ai-ask-photo-ai/id6695741291",
            "https://chance.vision/post/best-ai-apps-to-understand-photos"
          ],
          "chance_mention": true,
          "chance_answer_citation": true,
          "kaleido_citation": false,
          "observed_l4": true,
          "personalized": true,
          "receipt": {
            "artifact": "google-due-ax.txt",
            "sha256": "b1d34e6275a67d1ee551aad8c14db4cf0970237b20db142c899dd657f4a40c25",
            "captured_at": "2026-09-08T00:19:32.226Z",
            "raw_stored_outside_public_site": true
          },
          "screenshot_receipt": {
            "artifact": "google-due.png",
            "sha256": "de5de1e2c0eda860451aa2eedb3faae3318748bdad684c8b4c1dab0a4fde97f4",
            "captured_at": "2026-09-08T00:17:46.792Z",
            "raw_stored_outside_public_site": true
          }
        },
        {
          "engine": "Perplexity",
          "status": "answer_observed_retrieved_source_only",
          "request_sent": true,
          "result_url": "https://www.perplexity.ai/search/0b5b4c07-13a2-453b-9ff1-9bca07fcc94f",
          "answer_excerpt": "use ChatGPT for \"explain this image,\" and Google Lens for \"identify this object/text.\"",
          "answer_summary": "The answer does not mention Chance. The expanded ten-source list contains a Chance official blog page without a corresponding Chance answer statement.",
          "cited_urls": [
            "https://apps.apple.com/us/app/explain-any-image-screenshot/id6760597886"
          ],
          "retrieved_source_urls": [
            "https://chance.vision/post/app-that-explains-what-i-am-looking-at"
          ],
          "chance_mention": false,
          "chance_answer_citation": false,
          "kaleido_citation": false,
          "observed_l4": false,
          "receipt": {
            "artifact": "perplexity-due-ax.txt",
            "sha256": "53eec978882b1d10be180c08e7329fc32d0caadddca57e359706acd432862e78",
            "captured_at": "2026-09-08T00:19:22.053Z",
            "raw_stored_outside_public_site": true
          }
        },
        {
          "engine": "ChatGPT Search",
          "status": "answer_observed",
          "request_sent": true,
          "result_url": "https://chatgpt.com/c/6a9f547d-3a64-83e8-af1c-b71070a79c0f",
          "answer_summary": "The answer lists ChatGPT, Google Lens, Google Photos Ask and Google AI Mode. No Chance mention or Kaleido citation was observed.",
          "answer_excerpt": null,
          "cited_urls": [
            "https://search.google/ways-to-search/lens/",
            "https://blog.google/products-and-platforms/products/photos/ask-button-ask-photos-tips/",
            "https://blog.google/products-and-platforms/products/search/ai-mode-multimodal-search/"
          ],
          "chance_mention": false,
          "chance_answer_citation": false,
          "kaleido_citation": false,
          "observed_l4": false,
          "receipt": {
            "artifact": "chatgpt-due-ax.txt",
            "sha256": "491a45bc9a59234d70fa1454f6d700c98658fc882a224d650b2c61f8475c1b6e",
            "captured_at": "2026-09-08T00:24:05.826Z",
            "raw_stored_outside_public_site": true
          }
        }
      ],
      "observed_l4": true,
      "kaleido_citation": false,
      "receipt": "output/chance-brand-geo-retest-2026-09-08.json"
    },
    {
      "date": "2026-09-09",
      "checked_at": "2026-09-09T00:29:41.844Z",
      "phase": "pre-window availability check",
      "query": "How can I identify an app from a screenshot?",
      "status": "unavailable_mac_locked",
      "engine_request_sent": false,
      "observed_l4": null,
      "receipt": "output/chance-brand-geo-retest-2026-09-09.json",
      "next_action": "After manual device unlock, run the exact neutral query in all three engines within the original 48-72h window; next scheduled daily run falls within that window."
    },
    {
      "date": "2026-09-10",
      "checked_at": "2026-09-10T00:02:17.579Z",
      "phase": "48-72h availability attempt",
      "query": "How can I identify an app from a screenshot?",
      "status": "unavailable_mac_locked",
      "engine_request_sent": false,
      "observed_l4": null,
      "receipt": "output/chance-brand-geo-retest-2026-09-10.json",
      "next_action": "After manual device unlock, run the exact neutral query in all three engines within the original 48-72h window; next scheduled daily run falls within that window."
    },
    {
      "date": "2026-09-10",
      "checked_at": "2026-09-10T00:08:13.240Z",
      "phase": "48-72h due retest",
      "query": "How can I identify an app from a screenshot?",
      "status": "completed_with_one_engine_login_blocked",
      "engine_request_sent": true,
      "observed_l4": true,
      "receipt": "output/chance-brand-geo-retest-2026-09-10.json",
      "next_action": "Retry Perplexity only after authorized login becomes available; retain all answers and original scheduled windows."
    },
    {
      "date": "2026-09-11",
      "checked_at": "2026-09-11T00:07:31.145Z",
      "phase": "48-72h due retest",
      "query": "How can I identify a style from a picture?",
      "status": "completed_with_perplexity_login_blocked",
      "engine_request_sent": true,
      "observed_l4": false,
      "receipt": "output/chance-brand-geo-retest-2026-09-11.json",
      "next_action": "Retain completed answers. Perplexity requires an authorized usable login; do not turn its unavailable result into a negative."
    },
    {
      "date": "2026-09-11",
      "checked_at": "2026-09-11T00:07:31.145Z",
      "phase": "48-72h due retest",
      "query": "How can AI understand a screenshot?",
      "status": "completed_with_perplexity_login_blocked",
      "engine_request_sent": true,
      "observed_l4": false,
      "receipt": "output/chance-brand-geo-retest-2026-09-11.json",
      "next_action": "Retain completed answers. Perplexity requires an authorized usable login; do not turn its unavailable result into a negative."
    },
    {
      "date": "2026-09-11",
      "checked_at": "2026-09-11T00:07:31.145Z",
      "phase": "48-72h due retest",
      "query": "How can I describe the style and colors in a reference photo before editing?",
      "status": "completed_with_perplexity_login_blocked",
      "engine_request_sent": true,
      "observed_l4": false,
      "receipt": "output/chance-brand-geo-retest-2026-09-11.json",
      "next_action": "Retain completed answers. Perplexity requires an authorized usable login; do not turn its unavailable result into a negative."
    },
    {
      "date": "2026-09-12",
      "checked_at": "2026-09-12T00:05:22.542Z",
      "phase": "48-72h due retest",
      "query": "How can I describe the style and colors in a reference photo before editing?",
      "status": "completed",
      "engine_request_sent": true,
      "observed_l4": false,
      "receipt": "output/chance-brand-geo-retest-2026-09-12.json",
      "next_action": "Preserve these observations; next scheduled windows remain unchanged. Retrieved sources are separate from answer citations."
    },
    {
      "date": "2026-09-12",
      "checked_at": "2026-09-12T00:05:22.542Z",
      "phase": "48-72h due retest",
      "query": "How can AI understand a screenshot?",
      "status": "completed",
      "engine_request_sent": true,
      "observed_l4": false,
      "receipt": "output/chance-brand-geo-retest-2026-09-12.json",
      "next_action": "Preserve these observations; next scheduled windows remain unchanged. Retrieved sources are separate from answer citations."
    },
    {
      "date": "2026-09-13",
      "checked_at": "2026-09-13T00:31:06.169Z",
      "phase": "48-72h due retest",
      "query": "What app can explain a photo?",
      "status": "completed",
      "engine_request_sent": true,
      "observed_l4": false,
      "receipt": "output/chance-brand-geo-retest-2026-09-13.json",
      "next_action": "Preserve this observation and the remaining 7-day and 28-day schedules."
    },
    {
      "date": "2026-09-13",
      "checked_at": "2026-09-13T00:31:06.169Z",
      "phase": "48-72h due retest",
      "query": "How can AI understand a screenshot?",
      "status": "completed",
      "engine_request_sent": true,
      "observed_l4": false,
      "receipt": "output/chance-brand-geo-retest-2026-09-13.json",
      "next_action": "Preserve this observation and the remaining 7-day and 28-day schedules."
    }
  ]
}
