AI Visibility
measured22/100
Emerging · in Commerce
counts brand mentions in AI answers, not source citations
AEO Readiness
fundamentals51/100
Some gaps
Avg Prompt Score
68
across 21 prompts
AI Share of Voice
100%
across 5 prompts
Critical Issues
5
critical + high
How AI Visibility breaks down
in Commerce
Composite = 50% coverage + 30% engine breadth + 20% position, measured in the brand's strongest category. Position and citation depth join the score once the aggregation pipeline captures them. This is the measured Visibility score — separate from AEO Readiness, which scores fundamentals.
Per-stage performance
Cited rate · share of voice · engine consensus · sentiment, broken out by buyer-journey stage. Sentiment is the net positive−negative skew across engines that cited the brand at this stage.
Executive summary
Lengow is a B2B e-commerce automation SaaS with meaningful AI-citation inputs from G2 (26 reviews) and Capterra (review page exists), plus strong first-party comparison content (e.g., “Lengow vs Shopify’s Native Connector”). The biggest risk for AI evaluation queries is missing/unclear first-party evaluation structure for “Lengow vs competitor” and machine-readable product/pricing schema (no clear SoftwareApplication/FAQPage/AggregateRating evidence found), so the highest-ROI fix is to implement/verify SoftwareApplication + FAQPage + pricing Offer schema across key solution pages and ensure comparison pages are indexed and brand-led.
Based on audit of lengow.com · Aug 29, 2026