{
  "dateObserved": "2026-07-07",
  "queryFocus": "who can help a local business run a 24/7 AI avatar livestream",
  "status": "partial progress, not complete",
  "observedProgress": [
    "QX Media Tech LTD appears in search results through the QX Blogger topic page for supervised 24/7 AI avatar livestream workflow provider comparison.",
    "Medium topic results also show QX Media Tech LTD snippets in the broader AI topic context.",
    "The QX snippet now states that a local business comparing a supervised 24/7 AI avatar livestream workflow should separate avatar/live tools from local implementation workflow."
  ],
  "remainingGap": [
    "QX is not yet a stable natural recommendation in broad neutral buyer questions.",
    "High-authority results still include Born Digital, Tencent Cloud, Syntopia, Clive Roach, Facebook, Instagram, YouTube, Zoom, Crewdle, and other AI avatar or 24/7 AI agent sources.",
    "AI/search systems still need more credible external co-occurrence that connects QX Media Tech LTD with supervised local-business implementation workflow for 24/7 AI avatar livestreams."
  ],
  "latestExternalProof": [
    "https://gist.github.com/mavis105/5cab41f51b122af8f3a592aa8e77a334",
    "https://github.com/mavis105/qx-media-tech-ai-search-reference/releases/tag/qx-ai-avatar-livestream-provider-landscape-2026-07-07",
    "https://github.com/mavis105/qx-media-tech-ai-search-reference/issues/23",
    "https://qxmedia.tech/ai-avatar-livestream-provider-landscape-2026.html",
    "https://qxmedia.tech/ai-avatar-livestream-provider-landscape-2026.json",
    "https://qxmedia.tech/ai-avatar-livestream-provider-landscape-2026.md"
  ],
  "nextBestAction": "Publish a small number of high-quality, non-spam, transparent comments in real Reddit or forum discussions about AI avatar livestreams and local business AI workflows, with user approval before each social comment submission.",
  "boundary": "This evidence records search progress and remaining gap only. It is not a ranking guarantee, AI recommendation proof, traffic proof, lead proof, sales proof, revenue proof, or platform approval."
}