{
    "schema": "aisymantix-search-conversion-baseline/v1",
    "version": "1.0",
    "name": "AISymantix Search Visibility and Conversion Baseline",
    "creator": "AI Symantix",
    "publisher": "Krisada",
    "license": "https://creativecommons.org/licenses/by/4.0/",
    "canonical_study": "https://www.aisymantix.com/search-visibility-to-inquiries/",
    "source_dataset": "https://www.aisymantix.com/data/research/search-conversion-baseline.json",
    "ownership": "AISymantix, Signal Architect Group, DataSetSEO, RealSEOLife, and Krisada.com share portfolio ownership. This is a first-party observational study, not independent third-party validation.",
    "baseline_window": {
        "from": "2026-08-13",
        "to": "2026-09-09",
        "days": 28
    },
    "recent_query_page_window": {
        "from": "2026-09-03",
        "to": "2026-09-09",
        "days": 7
    },
    "source": "Live Digital Karma Data Warehouse, imported Google Search Console data for aisymantix.com only.",
    "measurement": {
        "site_totals": "Sum gsc_page_daily for the single property and stated dates. Page impressions are page-level observations, not distinct people or deduplicated query impressions.",
        "query_totals": "Sum gsc_query_daily by disclosed query. Anonymized queries may be withheld. Do not add these totals to page totals.",
        "query_page_opportunities": "Group gsc_query_page_daily by query and landing page within the seven-day window. Retain pairs with at least three impressions and weighted position at most 30. Selection is exploratory and does not establish statistical significance.",
        "ctr": "100 * SUM(clicks) / SUM(impressions)",
        "position": "SUM(position * impressions) / SUM(impressions)",
        "bot_boundary": "Good Bots is a separate successful-content request measurement. Query associations can overlap and are not additive. No crawler metric is used as a proxy for clicks, AI citations, or inquiries in this dataset.",
        "reproduction": "The export script reads gsc_page_daily, gsc_query_daily, and gsc_query_page_daily through the private warehouse bootstrap. The published daily rows reproduce the site totals and weighted position without database access."
    },
    "intervention": {
        "date": "2026-09-12",
        "audit_release_utc": "2026-09-12T12:13:50Z",
        "changes": [
            "Clarified free checker versus paid audit",
            "Added a priced audit request form and private qualification inbox",
            "Recorded referring source and successful checker completions",
            "Added distinct research and contextual sibling referrals",
            "Improved the existing definition and Searchmetrics landing pages"
        ],
        "post_window": {
            "from": "2026-09-13",
            "to": "2026-10-10",
            "days": 28
        },
        "primary_outcome": "Qualified audit inquiries from the measured post-period, reported with raw request and visit counts.",
        "secondary_outcomes": [
            "Browser visits by referring source",
            "Successful checker completions",
            "Received audit requests",
            "Google page clicks",
            "Fixed query-page impressions and weighted positions"
        ],
        "target_pages": [
            "/article/what-is-search-visibility/",
            "/article/searchmetrics-seo-visibility/",
            "/ai-search-visibility-checker/"
        ],
        "context_pages": [
            "/library/structured-data-for-ai/",
            "/library/entity-architecture/"
        ],
        "comparison_limit": "Context pages retain their editorial content but share sitewide offer and tracking changes. They are not untreated controls. Several changes launch together, so before-and-after movement cannot isolate a causal effect.",
        "data_lag": "The latest imported GSC day at baseline capture was September 9. September 10 and 11 are outside this frozen baseline. Do not treat missing dates as zero."
    },
    "unavailable_baseline_metrics": {
        "tracked_browser_visits": null,
        "checker_completions": null,
        "audit_requests": null,
        "qualified_audits": null,
        "observed_ai_citations": null
    },
    "limitations": [
        "One young property and low click counts limit generalization.",
        "Query and page aggregation grains differ.",
        "Google Web reporting can include AI features without identifying them in these tables.",
        "The new conversion instrumentation has no comparable historical baseline.",
        "AI referrals and observed citations must be recorded separately.",
        "No post-release conversion improvement is claimed at publication."
    ],
    "generated_at": "2026-09-12T12:20:13+00:00",
    "site": "aisymantix.com",
    "summary": {
        "impressions": 8148,
        "clicks": 3,
        "ctr_percent": 0.0368,
        "weighted_position": 64.082
    },
    "daily_pages": [
        {
            "date": "2026-08-13",
            "impressions": 199,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 66.2513
        },
        {
            "date": "2026-08-14",
            "impressions": 117,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 65.5299
        },
        {
            "date": "2026-08-15",
            "impressions": 160,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 65.0125
        },
        {
            "date": "2026-08-16",
            "impressions": 244,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 66.336
        },
        {
            "date": "2026-08-17",
            "impressions": 234,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 64.7821
        },
        {
            "date": "2026-08-18",
            "impressions": 228,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 63.2325
        },
        {
            "date": "2026-08-19",
            "impressions": 233,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 60.3176
        },
        {
            "date": "2026-08-20",
            "impressions": 239,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 62.8577
        },
        {
            "date": "2026-08-21",
            "impressions": 239,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 64.3473
        },
        {
            "date": "2026-08-22",
            "impressions": 287,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 62.4774
        },
        {
            "date": "2026-08-23",
            "impressions": 292,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 63.2603
        },
        {
            "date": "2026-08-24",
            "impressions": 279,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 62.3226
        },
        {
            "date": "2026-08-25",
            "impressions": 257,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 62.5953
        },
        {
            "date": "2026-08-26",
            "impressions": 333,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 62.8228
        },
        {
            "date": "2026-08-27",
            "impressions": 438,
            "clicks": 2,
            "ctr_percent": 0.4566,
            "weighted_position": 63.0251
        },
        {
            "date": "2026-08-28",
            "impressions": 389,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 66.9743
        },
        {
            "date": "2026-08-29",
            "impressions": 256,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 66.293
        },
        {
            "date": "2026-08-30",
            "impressions": 301,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 66.897
        },
        {
            "date": "2026-08-31",
            "impressions": 369,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 66.0867
        },
        {
            "date": "2026-09-01",
            "impressions": 363,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 67.2397
        },
        {
            "date": "2026-09-02",
            "impressions": 383,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 67.4726
        },
        {
            "date": "2026-09-03",
            "impressions": 382,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 63.7591
        },
        {
            "date": "2026-09-04",
            "impressions": 375,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 64.864
        },
        {
            "date": "2026-09-05",
            "impressions": 255,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 66.949
        },
        {
            "date": "2026-09-06",
            "impressions": 271,
            "clicks": 1,
            "ctr_percent": 0.369,
            "weighted_position": 66.5314
        },
        {
            "date": "2026-09-07",
            "impressions": 327,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 67.789
        },
        {
            "date": "2026-09-08",
            "impressions": 319,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 62.2069
        },
        {
            "date": "2026-09-09",
            "impressions": 379,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 49.2797
        }
    ],
    "disclosed_queries": [
        {
            "query": "search visibility",
            "impressions": 1621,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 58.1912
        },
        {
            "query": "ai search visibility",
            "impressions": 591,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 48.7496
        },
        {
            "query": "search visibility score",
            "impressions": 384,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 52.4505
        },
        {
            "query": "visibility in ai search",
            "impressions": 293,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 65.9727
        },
        {
            "query": "searchmetrics seo visibility",
            "impressions": 239,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 68.4184
        },
        {
            "query": "what is search visibility",
            "impressions": 192,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 69.0417
        },
        {
            "query": "what is ai search visibility",
            "impressions": 186,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 61.0484
        },
        {
            "query": "structured data for ai search",
            "impressions": 144,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 51.9514
        },
        {
            "query": "search visibility definition",
            "impressions": 134,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 47.1045
        },
        {
            "query": "search metrics visibility",
            "impressions": 111,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 69.4054
        },
        {
            "query": "seo visibility searchmetrics",
            "impressions": 110,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 68.5091
        },
        {
            "query": "visibility checkers",
            "impressions": 102,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 27.3431
        },
        {
            "query": "symantix",
            "impressions": 88,
            "clicks": 3,
            "ctr_percent": 3.4091,
            "weighted_position": 1.8409
        },
        {
            "query": "seo visibility index",
            "impressions": 71,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 37.8592
        },
        {
            "query": "what is ai search visibility?",
            "impressions": 68,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 53.2059
        },
        {
            "query": "what is semantic seo",
            "impressions": 60,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 91.0167
        },
        {
            "query": "ai structured data",
            "impressions": 58,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 43.8103
        },
        {
            "query": "structured data for ai",
            "impressions": 58,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 53.9655
        },
        {
            "query": "visibility checking tool",
            "impressions": 51,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 40.451
        },
        {
            "query": "searchmetrics visibility",
            "impressions": 48,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 58.7917
        },
        {
            "query": "ai findability",
            "impressions": 41,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 66.0488
        },
        {
            "query": "search visibility checkers",
            "impressions": 40,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 31.375
        },
        {
            "query": "what+is+ai+search+visibility?",
            "impressions": 34,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 59.7353
        },
        {
            "query": "international search visibility",
            "impressions": 29,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 80.8276
        },
        {
            "query": "how is ai visibility different from traditional search visibility?",
            "impressions": 28,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 73.2143
        },
        {
            "query": "search visibility strategy",
            "impressions": 28,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 87.75
        },
        {
            "query": "search metrics seo visibility",
            "impressions": 24,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 54.875
        },
        {
            "query": "what is ai visibility",
            "impressions": 24,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 35.375
        },
        {
            "query": "conversational search visibility",
            "impressions": 22,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 77.9546
        },
        {
            "query": "ai-driven search visibility",
            "impressions": 20,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 64.9
        },
        {
            "query": "ai semantics",
            "impressions": 20,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 60.3
        },
        {
            "query": "semantic seo",
            "impressions": 19,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 79.579
        },
        {
            "query": "ai visibility meaning",
            "impressions": 18,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 30.2222
        },
        {
            "query": "ai visibility vs seo – what's the difference?",
            "impressions": 17,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 46.9412
        },
        {
            "query": "wikipedia ai search performance audit",
            "impressions": 17,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 30.5882
        },
        {
            "query": "what does search visibility mean",
            "impressions": 17,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 63.0588
        },
        {
            "query": "generative search visibility",
            "impressions": 16,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 74
        },
        {
            "query": "symantic",
            "impressions": 15,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 50.2
        },
        {
            "query": "ai visibility definition",
            "impressions": 15,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 30.3333
        },
        {
            "query": "symantics",
            "impressions": 14,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 6.7143
        },
        {
            "query": "standard search engine visibility",
            "impressions": 14,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 95.0714
        },
        {
            "query": "visible to search engines meaning",
            "impressions": 14,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 77.0714
        },
        {
            "query": "how to measure search visibility",
            "impressions": 14,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 78.2143
        },
        {
            "query": "search everywhere visibility",
            "impressions": 14,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 88.1428
        },
        {
            "query": "structured data for ai search visibility",
            "impressions": 13,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 52.0769
        },
        {
            "query": "visibility in ai-generated search results",
            "impressions": 13,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 53.6923
        },
        {
            "query": "visibility index",
            "impressions": 13,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 45.7692
        },
        {
            "query": "seo visibility score definition",
            "impressions": 13,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 80.6923
        },
        {
            "query": "what is search visibility moz",
            "impressions": 13,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 65.6923
        },
        {
            "query": "structured data audit for ai",
            "impressions": 12,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 16.8333
        },
        {
            "query": "ai data indexing services",
            "impressions": 12,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 82.8333
        },
        {
            "query": "search visibility software",
            "impressions": 11,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 60.9091
        },
        {
            "query": "windowsreport",
            "impressions": 11,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 15.2727
        },
        {
            "query": "structured data ai",
            "impressions": 10,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 46.6
        },
        {
            "query": "semantic site search",
            "impressions": 9,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 58.8889
        },
        {
            "query": "searchmetrics seo visibility score",
            "impressions": 9,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 19.1111
        },
        {
            "query": "search visibility check",
            "impressions": 8,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 41.875
        },
        {
            "query": "ai search vs organic search visibility",
            "impressions": 8,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 73.25
        },
        {
            "query": "what does visibility mean in seo?",
            "impressions": 8,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 88.625
        },
        {
            "query": "what is a good search visibility score",
            "impressions": 7,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 68
        },
        {
            "query": "measuring semantic visibility",
            "impressions": 6,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 39.5
        },
        {
            "query": "semantic seo for ai",
            "impressions": 6,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 20.1667
        },
        {
            "query": "search visibility checker",
            "impressions": 6,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 22.8333
        },
        {
            "query": "search+visibility",
            "impressions": 6,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 73
        },
        {
            "query": "how does ai search visibility tracking actually work?",
            "impressions": 6,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 72
        },
        {
            "query": "search visibility metric",
            "impressions": 6,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 74.1667
        },
        {
            "query": "google visibility index",
            "impressions": 6,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 52.1667
        },
        {
            "query": "visibility in ai search engines",
            "impressions": 5,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 72.8
        },
        {
            "query": "what is an ai search visibility platform",
            "impressions": 5,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 75.2
        },
        {
            "query": "symanto psuchology ai",
            "impressions": 5,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 55.8
        },
        {
            "query": "seo semantix keyword tool",
            "impressions": 5,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 79.2
        },
        {
            "query": "ai search visibility index report",
            "impressions": 5,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 53
        },
        {
            "query": "visibility checking tools",
            "impressions": 5,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 85.4
        },
        {
            "query": "visibility results",
            "impressions": 5,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 85.2
        },
        {
            "query": "entity ai",
            "impressions": 4,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 50.5
        },
        {
            "query": "entity architect",
            "impressions": 4,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 55.75
        },
        {
            "query": "ai entity",
            "impressions": 4,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 48.25
        },
        {
            "query": "search visibility solutions",
            "impressions": 4,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 83.25
        },
        {
            "query": "what+is+an+ai+search+visibility+strategy?",
            "impressions": 4,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 70.25
        },
        {
            "query": "sematic seo",
            "impressions": 4,
            "clicks": 0,
            "ctr_percent": 0,
            "weighted_position": 84.25
        },
        {
            "query": "semantic in ai",
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