AI CRO Audit Platform for Stores
Crawl a live store, score conversion health, and deliver ranked source-cited fixes as a SaaS.
In plain English
Online shops can get a check-up from OptiLens, by Riverra Labs. It reads the live store, scores how healthy the shop is at getting visitors to buy, and delivers a ranked list of fixes that name their sources. Shops can pay for one check or with a subscription, and the selling is aimed at agencies that build stores on Shopify. The AI does most of the reading, the scoring, and the billing. The team still judges whether a check-up is good, sells the service, and answers support questions.
TrustMRR ~$61 revenue (early) — verify live
Operator: Riverra Labs
Revenue independently checked: documents reviewed by a publication, or a public dashboard.
Not disclosed.
The tool stack
Billing
OpenAI API ↗LLM / vision
Cursor ↗AI-assisted coding
Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.
Step-by-step setup
- Fetch store pages; score CRO.
- Ranked fix list with citations.
- Per-audit or subscription.
- Sell to Shopify agencies.
What's automated vs. the human 20%
The machine does
- Crawl
- Scoring
- Billing
You still do
- Audit quality
- Sales
- Support
Overview
AI CRO audit platform for online stores. Operator: Riverra Labs (OptiLens).
Realistic income
TrustMRR (Oct 2026): about $61 revenue. Very early; this is one operator’s result and doesn’t predict yours.
Risks
- Generic LLM advice.
- Agency DIY.
- Crawl blocking.
*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.
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