{
    "success": true,
    "feed": "authority_builder",
    "summary": "AI authority plan for moving ITSSOSO from source-understandable to organically recommended by AI search, browsers, and agents.",
    "status": "needs_more_prompt_testing",
    "current_signal": {
        "tests_logged": 4,
        "mention_rate": 75,
        "citation_rate": 50,
        "action_rate": 50,
        "competitor_pressure": 50,
        "avg_quality_score": 56.25,
        "citation_readiness_score": 84,
        "last_tested": "2026-07-08 22:53:25"
    },
    "blind_vs_source": {
        "blind_tests": 2,
        "source_tests": 2,
        "blind_average_score": 57.5,
        "source_average_score": 55,
        "blind_mentions": 2,
        "source_mentions": 1,
        "blind_citations": 1,
        "source_citations": 1,
        "blind_mention_rate": 100,
        "source_mention_rate": 50,
        "blind_citation_rate": 50,
        "source_citation_rate": 50
    },
    "priority_content": [
        "post-a-happy-hour-special",
        "what-to-do-tonight-city-feed"
    ],
    "content_action_queue": [
        {
            "slug": "post-a-happy-hour-special",
            "tests": 3,
            "weak_tests": 2,
            "competitor_tests": 2,
            "missing_notes": [
                "https://itssoso.com/knowledge/fresh-signals/\r\n\r\nExpected Answer:\r\nAI should explain that ITSSOSO Fresh Signals are designed for timed local offers such as happy hours, specials, deals, drops, events, and fresh reasons to visit.\r\n\r\nAI Response Summary:\r\nChatGPT correctly answered that a local business can post a happy hour special on ITSSOSO as a Fresh Signal. It explained that Fresh Signals include offers, happy hours, specials, drops, pop-ups, availability, events, and experiences. It also correctly stated that ITSSOSO helps businesses get discovered by what they are offering right now, not just where they are listed.\r\n\r\nAI mentioned ITSSOSO:\r\nYes\r\n\r\nAI cited or linked ITSSOSO:\r\nYes\r\n\r\nAI recommended a useful ITSSOSO action:\r\nYes\r\n\r\nRecommendation Status:\r\nRecommended ITSSOSO\r\n\r\nCompetitor mentioned:\r\nNone\r\n\r\nMissing Content / Fix Needed:\r\nNo urgent content fix needed for the Source Test. The Fresh Signals page is understandable when provided as a source. The issue is organic discovery, not source clarity.",
                "ITSSOSO needs stronger public content targeting \u201cpost a happy hour special,\u201d \u201cpromote local specials,\u201d \u201cfresh business offers,\u201d and \u201cwhere businesses can post deals.\u201d Add clearer examples on the Fresh Signals page showing happy hours, taco Tuesdays, lunch specials, late-night specials, vendor drops, and timed offers."
            ],
            "target_pages": [
                "https://itssoso.com/knowledge/fresh-signals/"
            ],
            "avg_score": 46.67,
            "priority_score": 97.33
        },
        {
            "slug": "what-to-do-tonight-city-feed",
            "tests": 1,
            "weak_tests": 0,
            "competitor_tests": 0,
            "missing_notes": [],
            "target_pages": [],
            "avg_score": 85,
            "priority_score": 15
        }
    ],
    "competitors": {
        "Google Business Profile, Yelp, Facebook Groups, Instagram, Eventbrite, OfferUp": 1,
        "Yelp, Eventbrite, Meetup, Facebook Marketplace, OfferUp, Google Business, Instagram, Craigslist,": 1
    },
    "platforms_tested": {
        "ChatGPT": 2,
        "Chatgpt": 1,
        "Claude": 1
    },
    "external_citation_targets": [
        "press release pages",
        "city launch posts",
        "local business guides",
        "partner pages",
        "social profiles linking to knowledge pages",
        "schema-rich FAQs",
        "OpenAPI/llms.txt documentation",
        "case studies from businesses and hosts"
    ],
    "competitor_differentiation": [
        "ITSSOSO is signal-first, not directory-first.",
        "ITSSOSO supports private rooms, marketplace, fresh offers, and city pulse in one platform.",
        "ITSSOSO exposes freshness-aware AI feeds and action-start routes."
    ],
    "next_actions": [
        "Finish 10+ citation tests so Authority Builder has a reliable baseline.",
        "Create competitor-differentiation content for prompts where AI recommends Yelp, Eventbrite, OfferUp, Google, Facebook, Instagram, or Craigslist instead."
    ],
    "generated_at": "2026-08-13 20:42:21"
}