AISymantix Search Visibility and Conversion Baseline
A frozen 28-day first-party GSC baseline: 8,148 page impressions, three clicks, daily records, query-page opportunities, and explicit limits for a forward conversion study.
| File | /data/aisymantix-conversion-baseline.json |
| Format | JSON (application/json) |
| Last updated | Sep 12, 2026 12:20 PM |
| Access | Free, no auth required |
| Reuse | CC BY 4.0. Reuse with attribution to AI Symantix and a link to the original study. |
What This Dataset Adds
This is the reproduction record for the AISymantix visibility-to-inquiry study. The original research belongs to AI Symantix. DataSetSEO carries an exact JSON mirror and explains how to check the totals without access to the private warehouse. Both sites share portfolio ownership with Krisada.
Reproduce the Headline
Sum impressions across the 28 daily_pages records: 8,148. Sum clicks: 3. Divide clicks by impressions and multiply by 100 to obtain 0.0368 percent after rounding. To reproduce weighted position, multiply each daily weighted position by that day’s impressions, sum the products, and divide by total impressions. Daily positions are rounded to four decimal places, so a small final rounding difference is expected.
Keep the Aggregations Separate
The 173 disclosed queries and 39 page URLs are different views of the same property. Do not add query impressions to page impressions. A query may be withheld by Google, and a page row is not a unique person. The exploratory query-page collection uses September 3 through 9 and retains pairs with at least three impressions and weighted position at most 30. That rule identifies candidates; it does not establish significance.
The Baseline
| Measure | Value |
|---|---|
| Page impressions | 8,148 |
| Google clicks | 3 |
| Page CTR | 0.0368% |
| Daily observations | 28 |
| Historical checker conversion rate | Unavailable |
Why the Missing Fields Matter
The new referral and inquiry instrumentation starts September 12. Its historical visit, checker-completion, and qualified-inquiry fields are null, not zero. There is no defensible before-and-after conversion-rate claim yet. The first complete forward window is September 13 through October 10, with shared sitewide changes that prevent a clean untreated control.
Follow the Research
Read the original AISymantix study for the questions being tested, or run the free page checker for a separate look at retrieval clarity. The checker does not calculate this ranking-based score. The Signal Architect Group case study documents the implementation.
Preview
{
"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"
],
...