ZOS Search Intelligence Engine v1.0 Tier 1 Observed

SEO & AI Intelligence Control Tower

Authoritative Organic Search Demand × 9-SKU Catalog Ground Truth × Generative AI Grounding

Dataset ID: gsc-baseline-2026-10-02-frozen

Property: https://farm.zukroventures.in/

Window: Month-1 Pre-Deployment Baseline

Flagship Tenant: ZOS-00001 (Madurai)

Status: Instrument Frozen

Total Search Demand GSC

11,820

Total organic impressions across all clusters

Captured Traffic GSC

342

Organic clicks landed on storefront

Average SERP CTR GSC

2.89%

Calculated click-through ratio (clicks / impr)

Weighted Position GSC

9.4

Impression-weighted Google rank

Attributable Revenue GA4

null

Strictly null until GA4 attribution join

AI Brand Mention GenAI

22.5%

9/40 baseline prompts cited Zukro

8-Cluster Search Performance Rollup

Tier 1 Observed + Tier 2 Catalog

Cluster ID	Cluster Name	Queries	Impressions	Clicks	CTR	Wtd Position	Brand Impr Share	Catalog Stock	Revenue	Strategic Action

3-Tier Evidence Hierarchy & Attribution Safeguards

This dashboard strictly separates factual telemetry from business joins and strategic interpretations:

Tier 1 (Directly Observed):

Google Search Console impressions, clicks, CTR ratios, positions, and live AI model responses.

Tier 2 (Joined Operations):

Live inventory counts, catalog pricing, and GA4 revenue joins (strictly null when unmeasured).

Tier 3 (Strategic Interpretation):

Opportunity classifications, title rewrite recommendations, and category sourcing priorities.

Query-Level Granular Explorer

100% Preserved Rows

ID	Query Text	Intent	Cluster	Subcluster	Observed Page	Target Landing Page	Attributed SKU	Impressions	Clicks	CTR	Pos

Four Critical Opportunity Cohorts

Tier 3 Prescriptive Action

Rewrite meta title & description; add Product rich snippet badges (price, in-stock, lab certification).

Query	Cluster	Subcluster	Impressions	Clicks	CTR	Position	Recommended Action

40-Query Multi-Intent Generative AI Panel

Observational benchmark across ChatGPT Search, Gemini, and Perplexity across 6 intent dimensions.

Instrument Baseline

Brand Mention Rate

22.5%

9 / 40 total prompts

Brand Citation Rate

22.5%

9 / 40 source URLs linked

Factual Grounding Rate

66.7%

6 / 9 accurate grounding

Product Attribution Rate

88.9%

8 / 9 correct catalog attribution

#	Dimension	Prompt	Target Entity	Mentioned?	URL Cited	Grounding Accuracy	Sentiment	Retrieval Notes

Search Demand × Product Gap Matrix

Ground truth reconciliation of verified search volume against live SKU stock and sourcing pipelines.

Catalog & Stock Joined

Cluster	Subcluster / Item	SKU	Live Stock	Unit Price	Demand Tier	Strategic Quadrant	Attributable Revenue	Authoritative Margin	Prescribed Action