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Lenss vs StoreTrace

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Lenss compared with StoreTrace
Detail LenssStoreTrace logo StoreTrace
What it doesTurn raw user feedback into actionable insights Free Shopify store analyzer to detect themes, apps, and store insights instantly
StageStartup Not given
FoundedNot given Not given
Based inNot given Not given
Pricing modelFree trial Free
PricingBase Plan: $15/month. Includes up to 3 projects, up to 3 team members per project, 500 submissions per month, smart feedback clustering, automated priority scoring, hosted public feedback portal, user metadata and context, REST API access, and in-app volume tracking. Free during the MVP phase
Key features
  • Intelligent clustering engine using pgvector and embeddings to group semantically similar feedback
  • Automated category and priority attribution with critical cluster identification
  • Real-time feedback stream with user metadata and email tracking
  • Volume analytics tracking submission spikes and trend velocity
  • REST API for direct feedback submission via HTTP payloads
  • Hosted portal for public or private user feedback submission
  • Status tracking with Open, In Progress, and Resolved states
  • Intent and high-level summary extraction with drill-down navigation
  • Theme detection with name, vendor, and Shopify Theme Store link
  • App signals to spot Klaviyo, Judge.me, Loox, and other installed apps
  • Store metadata including currency and country
  • No login required for store analysis
  • Confidence scores for mixed detection signals
What makes it different
  • Automatic semantic clustering eliminates hours of manual feedback tagging
  • Real-time priority scoring based on volume, impact, and urgency
  • Zero-code hosted portal for immediate user feedback collection without setup
  • Single transparent pricing with all features included in one plan
  • Instant analysis with no sign-up required
  • Built by practitioners with hands-on Shopify operations experience
  • Detection based on real store fingerprints refined against actual stores
  • Public data analysis without admin access or private APIs
  • Unified report combining theme, apps, and store overview
Community votes00
DR (Domain Rating by Ahrefs)1 +1 (up) since last checkNot checked yet no change since last check
Trust Flow (Majestic)23
Citation Flow (Majestic)1718
Referring domains (Majestic)88

5 details filled in for both companies.

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