How much revenue does MRRLens show for each product?

MRRLens shows verified revenue from payment provider APIs when founders publish their figures on TrustMRR. Everything else is an estimated range with the formula printed next to it.

What are the review complaints based on?

Complaints come from 1-3 star reviews that are read one by one and grouped by category. Each quote is verbatim and linked to its original source.

Does the day pass automatically renew?

No. The day pass is a single payment that unlocks everything for 24 hours, then simply ends.

Can founders verify their own revenue?

Yes. Founders can verify their MRR by providing a read-only Stripe key. This is free and adds a verified MRR badge, a dofollow backlink from their product page, and replaces estimates with real figures.

What happens if there is an error in my product's data?

Founders can correct any wrong information or replace estimates with real figures. Corrections do not hide complaints, which remain with their original sources.

Product analytics

MRRLens

Revenue, complaints and buyer intent for SaaS, apps and plugins

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A platform showing verified monthly recurring revenue, clustered 1-star complaints, and buyer intent signals for SaaS, Shopify apps, Chrome extensions and

Overview

A look at mrrlens.com

MRRLens reveals what software listings typically hide: verified or estimated monthly recurring revenue, why users leave products through clustered 1-star complaints with verbatim quotes, and real-time buyer intent signals from public communities. The platform covers 21,600 products from WordPress.org, the Chrome Web Store, the Shopify App Store, and businesses publishing revenue on TrustMRR. Revenue figures come either from payment provider verification or transparent range estimates with formulas shown. Every 1-star complaint is read individually and grouped by category with linked sources. Buyer threads from eight public communities are screened by AI before display.

Feature notes

Verified MRR from payment provider APIs
1-star complaint clustering and analysis
Buyer intent signals from public communities
CSV export of leaderboard and leads
Competitor alerts on user complaints
Alternative-seeking keyword alerts
Revenue verification badge
Dofollow backlink from verified product page

Pricing

Pricing model: Freemium

Free verification for founders with read-only Stripe key. Day Pass: $14 for 24 hours full access. Pro: $29 per month with CSV export, keyword alerts, and 14-day refund on first payment.

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MRRLens at a glance

Community votes: 0
Followers: 0
HQ: Brazil

MRRLens metrics

Inspection sheet for mrrlens.com: Ahrefs Domain Rating and Majestic link metrics, with the delta since the last inspection.
Metric	Value
Domain Rating	2 +2 (up) since last check
Trust Flow	0 no change since last check
Citation Flow	0 no change since last check
Referring domains	0 no change since last check
External backlinks	0 no change since last check

Domain Rating by Ahrefs inspected 6 Nov 2026, adjusted 6 Nov 2026. Majestic inspected 1 Nov 2026, adjusted 1 Nov 2026. Link data: Majestic. Trust Flow, Citation Flow and Topical Trust Flow are trademarks of Majestic-12 Ltd.

MRRLens domain diagnostics

Run through the diagnostics

Public RDAP record, last read 6 Nov 2026, 18:39 UTC.
Domain age	10 days
Registered	28 Oct 2026
Expires	28 Oct 2027
Registrar	Cloudflare, Inc.
DNSSEC	Not signed

Run the full check on mrrlens.com

MRRLens post-launch diagnostics

Measured after MRRLens went live on Launching Pro on 1 November 2026.

Domain Rating (Ahrefs): 2 +2 (up) since launch; 0 at launch (1 Nov 2026), 2 on 6 Nov 2026
Trust Flow (Majestic): 0; First measured 1 Nov 2026
Referring domains (Majestic): 0; First measured 1 Nov 2026

Day 5 since launch. Next receipt: day 30, 1 Dec 2026. The figures report a change; they do not say what caused it, and many things can. No figure here is a guess.

Biggest gains on Launching Pro

Launch tips, free to read

The playbook on Launching Pro lists what to prepare, what to post on launch day and where else to list your product.

Before the day
Launch day
That week
Beyond launch

See the launch playbook

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FAQ

How much revenue does MRRLens show for each product?: MRRLens shows verified revenue from payment provider APIs when founders publish their figures on TrustMRR. Everything else is an estimated range with the formula printed next to it.
What are the review complaints based on?: Complaints come from 1-3 star reviews that are read one by one and grouped by category. Each quote is verbatim and linked to its original source.
Does the day pass automatically renew?: No. The day pass is a single payment that unlocks everything for 24 hours, then simply ends.
Can founders verify their own revenue?: Yes. Founders can verify their MRR by providing a read-only Stripe key. This is free and adds a verified MRR badge, a dofollow backlink from their product page, and replaces estimates with real figures.
What happens if there is an error in my product's data?: Founders can correct any wrong information or replace estimates with real figures. Corrections do not hide complaints, which remain with their original sources.

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Feature notes

Pricing

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