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AI Search Observatory Dataset

A commercial dataset concept for AI-shaped search demand, observatory trends, and machine-readable visibility signals across Krisada's ecosystem.

Dataset Product

AI Search Observatory Dataset

This product lane packages the most defensible long-term moat in the current system: AI-shaped search behavior plus machine-readable visibility evidence.

ai search observatory commercial dataset visibility intelligence

Overview

AI Search Observatory Dataset

Preview: Longitudinal AI search demand is still under-collected by most of the market. That makes early accumulation unusually valuable.

Coverage: AI-shaped queries, observatory deltas, schema coverage, dataset counts, and freshness movement

Delivery: Sample CSV and JSON now ... full export and recurring delivery by request

Status: Preview live ... full export not publicly priced yet

What this product is for

The AI Search Observatory Dataset is designed for buyers who want to understand how AI language, observatory coverage, and machine-readable trust signals are shifting over time.

It is not just another keyword export. It is meant to combine search behavior with visibility infrastructure evidence.

Why this product belongs on DatasetSEO

DatasetSEO already sits at the center of AI observatory capture, Digital Karma artifacts, and a growing query pipeline. That lets the site sell a dataset that looks earned rather than invented.

What the full export should eventually include

The full version should include longitudinal rows, velocity flags, site cluster segmentation, AI token classification, and benchmark-ready observatory fields for downstream analysis.

Preview

Preview Stats

Sample Rows

4 Public preview only

Primary Scope

AI search Query and observatory intelligence

Delivery

CSV + JSON Full export and API planned

Access Layer

Deliverables and Samples

Sample CSV and JSON downloads

Full export package

Vertical cut by AI topic or site cluster

Future API delivery

Related

Continue The Thread

The AI query layer is the hidden moat. It should be accumulated now while longitudinal public datasets are still rare.

The recurring report is the public demand generator for this product.

ai search chatgpt gemini perplexity
Open Report 6 min read

This study turns the observatory from a scorecard into a longitudinal research asset for AI visibility and machine-readable web quality.

The study provides the authority layer behind the product.

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Open Study 8 min read
Jun 17, 2026

Test whether tightly scoped subdomains can win different branches of the SEO dataset query class without confusing the core domain.

A future AI branch is one possible distribution home for this inventory.

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