Would AI choose you —
or your competitor?

Reconnix analyzes how AI shopping agents evaluate and recommend businesses — revealing what helps and hurts your chances when AI shops on behalf of customers.

What we'll analyze

Discoverability

Can AI find your content?

Commerce Ready

Ready for AI transactions?

External Authority

Brand reputation online

Agent Psychology

How AI sees your messaging

+8 pts avg impact

Copy-Paste Fixes

Get ready-to-deploy code snippets for robots.txt, schema markup, and more

Up to 4 competitors

Competitor Benchmarks

See how you stack up against rivals with side-by-side comparisons

Peer-reviewed

Research-Backed Insights

What makes AI more or less likely to recommend you, based on peer-reviewed research

What you'll get

Prioritized Action Plan

Actions ranked by impact on AI recommendation likelihood, so you know exactly what to fix first

Ready-to-Use Code

Copy-paste snippets for robots.txt, sitemap.xml, schema markup, and llms.txt

Competitor Analysis

See who AI would be more likely to recommend with side-by-side comparisons

Recommendation Impact

See how each fix improves your chances of being recommended by AI agents

AI Model Comparison

See how ChatGPT and Gemini evaluate your pages differently — and where they agree

Research-Backed Insights

Research on what makes AI more or less likely to recommend you, including badge effects and messaging patterns

Based on Peer-Reviewed Research

Download Methodology
Filandrianos et al. (2025)
EMNLP - Cognitive biases in LLM product recommendations
Bansal et al. (2025)
Microsoft Research - Magentic Marketplace dynamics

Reconnix — AI Commerce Readiness

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