Ingwalabs
Free Assessment

Is Your Store Ready for
AI-Powered Commerce?

Get a scored readiness report across 6 dimensions. No login required.

6
Scoring Pillars
100
Point Scale
Free
Assessment

Start Your Free Assessment

We'll crawl up to 20 product pages. Your data is never shared.

Assessment Framework

What We Measure

Our technology evaluates your catalog across 6 core technical pillars to determine your store's readiness for AI-powered search, personalization, and voice agents.

25 pts
Pillar 1

Product Data Completeness

Checks if products have essential descriptions, specifications, and structured attributes.

15 pts
Pillar 2

Taxonomy & Structure

Analyzes category breadcrumbs, collections, and navigational taxonomy clarity.

20 pts
Pillar 3

AI Content Quality

Evaluates product descriptions for AI search readability, natural language, and searchability.

20 pts
Pillar 4

Structured Data & Schema

Validates JSON-LD, microdata schemas, and rich result metadata eligibility.

10 pts
Pillar 5

Product Relationships

Measures product recommendation graphs, bundles, and cross-linking strength.

10 pts
Pillar 6

API & Agentic Readiness

Tests crawl speed, structure stability, and readability for autonomous AI agents.

The Paradigm Shift

How AI-Powered Commerce Works

Unlike traditional search engines that direct humans to webpages, autonomous AI agents crawl catalogs, compare options, and purchase goods directly via APIs.

01

Crawl & Discovery

AI agents and web crawlers discover your machine-readable catalog definitions rather than scanning raw HTML layouts. Structured schema, correct sitemaps, and standardized manifests are analyzed.

02

Intent Matching

When a customer gives a prompt like "Find a premium leather bag under $150," the agent evaluates product metadata, specifications, and inventory availability to pick the best match.

03

Autonomous Transaction

Rather than redirecting the shopper to fill forms manually, the agent securely authorizes transactions and calls standardized checkout APIs to place the order instantly.