{
    "schema_version": "search-visibility-case-snapshot/v1",
    "published_at": "2026-10-28",
    "latest_observed_date": "2026-10-25",
    "domain": "aisymantix.com",
    "source": "Google Search Console records queried from the live Digital Karma Data Warehouse on October 28, 2026",
    "windows": {
        "previous": {
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            "end": "2026-09-27",
            "days": 28
        },
        "current": {
            "start": "2026-09-28",
            "end": "2026-10-25",
            "days": 28
        }
    },
    "definitions": {
        "page_impressions": "Sum of imported page-level impressions for the named host and its www equivalent. Subdomains excluded. These are page appearances, not unique people or property-aggregated impressions.",
        "query_impressions": "Disclosed property-level query impressions; not added to page impressions or query-page impressions.",
        "position": "Sum of daily position times impressions divided by impressions. Lower is closer to the top. A window average is not a guaranteed current rank.",
        "clicks": "Recorded Google search clicks, not inquiries, sales or confirmed distinct people.",
        "ai": "No AI citation or AI recommendation claim is made from these records."
    },
    "selection": "Examples selected for different practical lessons, not a portfolio-wide leaderboard. Query and page lists are selected or top-impression subsets; period totals and daily totals retain the full scoped population.",
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            "impressions": "11664",
            "clicks": "10",
            "weighted_position": "33.82"
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            "domain": "aisymantix.com",
            "query": "search visibility",
            "page": "https://www.aisymantix.com/article/searchmetrics-seo-visibility/",
            "period": "current",
            "impressions": "1",
            "clicks": "0",
            "position": "19.00"
        },
        {
            "domain": "aisymantix.com",
            "query": "search visibility",
            "page": "https://www.aisymantix.com/glossary/search-visibility/",
            "period": "previous",
            "impressions": "839",
            "clicks": "0",
            "position": "70.34"
        },
        {
            "domain": "aisymantix.com",
            "query": "search visibility",
            "page": "https://www.aisymantix.com/article/what-is-search-visibility/",
            "period": "previous",
            "impressions": "809",
            "clicks": "0",
            "position": "54.97"
        },
        {
            "domain": "aisymantix.com",
            "query": "search visibility",
            "page": "https://www.aisymantix.com/glossary/ai-search-visibility/",
            "period": "previous",
            "impressions": "423",
            "clicks": "0",
            "position": "83.25"
        },
        {
            "domain": "aisymantix.com",
            "query": "search visibility",
            "page": "https://www.aisymantix.com/article/search-visibility-strategy/",
            "period": "previous",
            "impressions": "65",
            "clicks": "0",
            "position": "67.94"
        },
        {
            "domain": "aisymantix.com",
            "query": "search visibility",
            "page": "https://www.aisymantix.com/article/search-visibility-index-vs-ai-visibility-science/",
            "period": "previous",
            "impressions": "19",
            "clicks": "0",
            "position": "54.53"
        },
        {
            "domain": "aisymantix.com",
            "query": "search visibility strategy",
            "page": "https://www.aisymantix.com/article/search-visibility-strategy/",
            "period": "current",
            "impressions": "24",
            "clicks": "0",
            "position": "32.67"
        },
        {
            "domain": "aisymantix.com",
            "query": "search visibility strategy",
            "page": "https://www.aisymantix.com/article/what-is-search-visibility/",
            "period": "previous",
            "impressions": "22",
            "clicks": "0",
            "position": "86.91"
        },
        {
            "domain": "aisymantix.com",
            "query": "search visibility strategy",
            "page": "https://www.aisymantix.com/article/search-visibility-strategy/",
            "period": "previous",
            "impressions": "2",
            "clicks": "0",
            "position": "60.00"
        },
        {
            "domain": "aisymantix.com",
            "query": "searchmetrics seo visibility",
            "page": "https://www.aisymantix.com/article/searchmetrics-seo-visibility/",
            "period": "current",
            "impressions": "357",
            "clicks": "2",
            "position": "2.77"
        },
        {
            "domain": "aisymantix.com",
            "query": "searchmetrics seo visibility",
            "page": "https://www.aisymantix.com/glossary/search-visibility/",
            "period": "current",
            "impressions": "201",
            "clicks": "0",
            "position": "53.80"
        },
        {
            "domain": "aisymantix.com",
            "query": "searchmetrics seo visibility",
            "page": "https://www.aisymantix.com/articles/",
            "period": "current",
            "impressions": "96",
            "clicks": "0",
            "position": "46.41"
        },
        {
            "domain": "aisymantix.com",
            "query": "searchmetrics seo visibility",
            "page": "https://www.aisymantix.com/glossary/ai-search-visibility/",
            "period": "current",
            "impressions": "67",
            "clicks": "0",
            "position": "85.43"
        },
        {
            "domain": "aisymantix.com",
            "query": "searchmetrics seo visibility",
            "page": "https://www.aisymantix.com/article/search-visibility-strategy/",
            "period": "current",
            "impressions": "63",
            "clicks": "0",
            "position": "78.46"
        },
        {
            "domain": "aisymantix.com",
            "query": "searchmetrics seo visibility",
            "page": "https://www.aisymantix.com/article/how-to-check-ai-search-visibility/",
            "period": "current",
            "impressions": "4",
            "clicks": "0",
            "position": "27.50"
        },
        {
            "domain": "aisymantix.com",
            "query": "searchmetrics seo visibility",
            "page": "https://www.aisymantix.com/article/search-visibility-index-and-ctr-by-position-explained/",
            "period": "current",
            "impressions": "1",
            "clicks": "0",
            "position": "77.00"
        },
        {
            "domain": "aisymantix.com",
            "query": "searchmetrics seo visibility",
            "page": "https://www.aisymantix.com/article/what-is-search-visibility/",
            "period": "current",
            "impressions": "1",
            "clicks": "0",
            "position": "80.00"
        },
        {
            "domain": "aisymantix.com",
            "query": "searchmetrics seo visibility",
            "page": "https://www.aisymantix.com/",
            "period": "current",
            "impressions": "1",
            "clicks": "0",
            "position": "32.00"
        },
        {
            "domain": "aisymantix.com",
            "query": "searchmetrics seo visibility",
            "page": "https://www.aisymantix.com/article/searchmetrics-seo-visibility/",
            "period": "previous",
            "impressions": "397",
            "clicks": "1",
            "position": "5.24"
        },
        {
            "domain": "aisymantix.com",
            "query": "searchmetrics seo visibility",
            "page": "https://www.aisymantix.com/article/what-is-search-visibility/",
            "period": "previous",
            "impressions": "131",
            "clicks": "0",
            "position": "72.97"
        },
        {
            "domain": "aisymantix.com",
            "query": "searchmetrics seo visibility",
            "page": "https://www.aisymantix.com/glossary/search-visibility/",
            "period": "previous",
            "impressions": "101",
            "clicks": "0",
            "position": "76.98"
        },
        {
            "domain": "aisymantix.com",
            "query": "searchmetrics seo visibility",
            "page": "https://www.aisymantix.com/glossary/ai-search-visibility/",
            "period": "previous",
            "impressions": "51",
            "clicks": "0",
            "position": "91.25"
        },
        {
            "domain": "aisymantix.com",
            "query": "searchmetrics seo visibility",
            "page": "https://aisymantix.com/article/searchmetrics-seo-visibility/",
            "period": "previous",
            "impressions": "13",
            "clicks": "0",
            "position": "9.15"
        }
    ],
    "refresh": {
        "instruction": "Preserve this dated file. Query the same grains, sites and host filters for the next two complete 28-day windows after checking import coverage. Publish a new dated snapshot and append the case update history. Do not convert missing earlier data to zero.",
        "birmingham": "Wait for 28 days of imported records before making a full-period comparison.",
        "validation": "Reconcile daily sums to period totals; calculate CTR from summed clicks and impressions; weight average position by impressions; inspect current destinations for historical URLs.",
        "sql": {
            "periods": "SELECT 'page' grain,s.domain,CASE WHEN p.date<'2026-09-28' THEN '2026-08-31 to 2026-09-27' ELSE '2026-09-28 to 2026-10-25' END period,MIN(p.date) first_date,MAX(p.date) last_date,COUNT(DISTINCT p.date) days,COUNT(*) rows_count,SUM(p.impressions) impressions,SUM(p.clicks) clicks,ROUND(SUM(p.position*p.impressions)/NULLIF(SUM(p.impressions),0),2) weighted_position FROM gsc_page_daily p JOIN sites s ON s.id=p.site_id WHERE p.site_id IN (41,24,42410) AND p.date BETWEEN '2026-08-31' AND '2026-10-25' AND SUBSTRING_INDEX(SUBSTRING_INDEX(p.page,'/',3),'/',-1) IN (s.domain,CONCAT('www.',s.domain)) GROUP BY s.domain,3\nUNION ALL\nSELECT 'query',s.domain,CASE WHEN p.date<'2026-09-28' THEN '2026-08-31 to 2026-09-27' ELSE '2026-09-28 to 2026-10-25' END,MIN(p.date),MAX(p.date),COUNT(DISTINCT p.date),COUNT(*),SUM(p.impressions),SUM(p.clicks),ROUND(SUM(p.position*p.impressions)/NULLIF(SUM(p.impressions),0),2) FROM gsc_query_daily p JOIN sites s ON s.id=p.site_id WHERE p.site_id IN (41,24,42410) AND p.date BETWEEN '2026-08-31' AND '2026-10-25' GROUP BY s.domain,3",
            "daily": "SELECT 'page' grain,s.domain,p.date,COUNT(*) row_count,SUM(p.impressions) impressions,SUM(p.clicks) clicks,SUM(p.position*p.impressions) position_numerator FROM gsc_page_daily p JOIN sites s ON s.id=p.site_id WHERE p.site_id IN (41,24,42410) AND p.date BETWEEN '2026-08-31' AND '2026-10-25' AND SUBSTRING_INDEX(SUBSTRING_INDEX(p.page,'/',3),'/',-1) IN (s.domain,CONCAT('www.',s.domain)) GROUP BY s.domain,p.date\nUNION ALL\nSELECT 'query',s.domain,p.date,COUNT(*),SUM(p.impressions),SUM(p.clicks),SUM(p.position*p.impressions) FROM gsc_query_daily p JOIN sites s ON s.id=p.site_id WHERE p.site_id IN (41,24,42410) AND p.date BETWEEN '2026-08-31' AND '2026-10-25' GROUP BY s.domain,p.date",
            "pages": "WITH x AS (SELECT s.domain,p.page,CASE WHEN p.date<'2026-09-28' THEN 'previous' ELSE 'current' END period,SUM(p.impressions) impressions,SUM(p.clicks) clicks,ROUND(SUM(p.position*p.impressions)/NULLIF(SUM(p.impressions),0),2) position FROM gsc_page_daily p JOIN sites s ON s.id=p.site_id WHERE p.site_id IN (41,24,42410) AND p.date BETWEEN '2026-08-31' AND '2026-10-25' AND SUBSTRING_INDEX(SUBSTRING_INDEX(p.page,'/',3),'/',-1) IN (s.domain,CONCAT('www.',s.domain)) GROUP BY s.domain,p.page,period), ranked AS (SELECT x.*,ROW_NUMBER() OVER (PARTITION BY domain,period ORDER BY impressions DESC) rn FROM x) SELECT * FROM ranked WHERE rn<=12 ORDER BY domain,period,rn",
            "queries": "WITH x AS (SELECT s.domain,p.query,CASE WHEN p.date<'2026-09-28' THEN 'previous' ELSE 'current' END period,SUM(p.impressions) impressions,SUM(p.clicks) clicks,ROUND(SUM(p.position*p.impressions)/NULLIF(SUM(p.impressions),0),2) position FROM gsc_query_daily p JOIN sites s ON s.id=p.site_id WHERE p.site_id IN (41,24,42410) AND p.date BETWEEN '2026-08-31' AND '2026-10-25' GROUP BY s.domain,p.query,period), ranked AS (SELECT x.*,ROW_NUMBER() OVER (PARTITION BY domain,period ORDER BY impressions DESC) rn FROM x) SELECT * FROM ranked WHERE rn<=12 ORDER BY domain,period,rn",
            "rsl": "SELECT query,CASE WHEN date<'2026-09-28' THEN 'previous' ELSE 'current' END period,SUM(impressions) impressions,SUM(clicks) clicks,ROUND(SUM(position*impressions)/SUM(impressions),2) position FROM gsc_query_daily WHERE site_id=24 AND date BETWEEN '2026-08-31' AND '2026-10-25' AND (query LIKE '%florida%' OR query LIKE '%seo%') GROUP BY query,period HAVING (SUM(position*impressions)/SUM(impressions)<=15 AND SUM(impressions)>=5) OR query='florida seo' ORDER BY query,period",
            "associations": "SELECT s.domain,p.query,p.page,CASE WHEN p.date<'2026-09-28' THEN 'previous' ELSE 'current' END period,SUM(p.impressions) impressions,SUM(p.clicks) clicks,ROUND(SUM(p.position*p.impressions)/SUM(p.impressions),2) position FROM gsc_query_page_daily p JOIN sites s ON s.id=p.site_id WHERE p.site_id IN (41,24,42410) AND p.date BETWEEN '2026-08-31' AND '2026-10-25' AND ((p.site_id=41 AND p.query IN ('search visibility','searchmetrics seo visibility','search visibility strategy')) OR (p.site_id=24 AND p.query IN ('florida seo','seo pahokee','seo receipts')) OR (p.site_id=42410 AND p.query IN ('the harrington pub','taiwan street food birmingham menu','bandido brunch and social'))) GROUP BY s.domain,p.query,p.page,period ORDER BY s.domain,p.query,period,impressions DESC"
        }
    }
}