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Lenss

Turn raw user feedback into actionable insights

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AI-powered platform that automatically collects, categorizes, and clusters user feedback to help product teams prioritize features and fixes.

Overview

Screenshot of the Lenss homepage

The Lenss homepage

Lenss is an AI-powered feedback management platform designed for modern product teams. It automatically collects, categorizes, and clusters user feedback from multiple channels into clear, actionable insights. The platform uses intelligent clustering to group semantically similar feature requests and bug reports into thematic topics with real-time priority scores based on submission volume, impact, and urgency. Teams can access feedback through a REST API, hosted portal, or in-app dashboard with volume analytics, user metadata tracking, and automated issue prioritization.

Capabilities

  • 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

Pricing

Pricing model: Free trial

Base 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.

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Lenss fact sheet

Community votes0
StageStartup
Websitelenss.app

Lenss metrics

Vendor metrics for lenss.app: Ahrefs Domain Rating and Majestic link data, with the delta since the last review.

Domain Rating
1
+1 (up) since last check
Trust Flow
2
no change since last check
Citation Flow
17
no change since last check
Referring domains
8
no change since last check
External backlinks
14
no change since last check

Vendor Domain Rating (Ahrefs) checked 6 Nov 2026, spec changed 31 Oct 2026. Vendor topic: Recreation/Food (2). Vendor Majestic data checked 25 Oct 2026, spec changed 25 Oct 2026. Link metrics supplied by Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.

Lenss vendor domain

Open the vendor record

We read this from the registry's RDAP record on 6 Nov 2026, 03:57 UTC.

Domain age
2 months
Registered
Expires
Registrar
CloudFlare, Inc.
DNSSEC
Not signed

Vendor domain report: lenss.app

Lenss post-launch report

Measured after Lenss went live on SaaS Directory Pro on 25 October 2026.
MeasureAt launch, then latest
Domain Rating (Ahrefs)0 to 1 +1 (up) since launch
25 Oct 2026, then 6 Nov 2026
Trust Flow (Majestic)2
first measured 25 Oct 2026
Referring domains (Majestic)8
first measured 25 Oct 2026

Day 11 since launch. Next receipt: day 30, 24 Nov 2026. Many things move these figures, so a change is not proof of cause. Only stored readings are shown.

Biggest gains on SaaS Directory Pro

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Compare and explore

See the alternatives to Lenss, Lenss vs Nitrozen, Lenss vs DevGhost, Repohistory vs Lenss, Lenss vs SaaSScout Daily, Lenss vs Deviantly, Lenss vs StoreTrace, more in Product analytics.

Buyer questions

How does feedback clustering work in Lenss?

Lenss processes incoming feedback through an intelligent clustering model that groups semantically similar requests and bug reports into overarching topics, complete with real-time priority scores based on submission volume.

Can I send custom user metadata with feedback?

Yes, you can send custom user metadata with feedback submissions.

Can I host a public feedback portal?

Yes, Lenss provides a hosted feedback portal for public or private user feedback collection.

What happens if I exceed my monthly feedback limit?

The site provides this question in its FAQ section but does not provide the answer on the pages given.

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More on this profile

Lenss has a free listing. The owner can unlock the full profile with a paid launch for $5:

  • Founder story (locked)
  • Milestones (locked)
  • Demo video (locked)
  • Dofollow website link (locked)

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