AgenticLens vs ConvertLens: AI CRO Audit
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 13, 2026 for AgenticLens, Nov 10, 2026 for ConvertLens.
The short answer
- Both list a free plan. Paid plans start at $29/month for AgenticLens and $19/month for ConvertLens.
- AgenticLens lists 6 features ConvertLens’s listing doesn’t mention, including Alt text, Bulk editing, Collection SEO.
Head to head
Free
- · 10 product scores
- · Full score breakdown per product
- · Issue reports and recommendations
Growth
- · 50 AI optimizations per month
- · 50 product scores per month
- · Field-by-field review and publish
- · Side-by-side comparison preview
- · Standard & Aggressive optimization modes
Pro
- · 1,000 AI optimizations per month
- · 1,000 product scores per month
- · Bulk catalog optimization
- · Everything in Growth
- · Priority processing
Enterprise
- · Auto-scoring on product changes
- · Daily score change email reports
- · Everything in Pro
- · Priority support
- · Unlimited AI optimizations
- · Unlimited product scores
Free
- · 10 PDP audits/mo
- · 3 AI applies/mo
- · Approve before/after rewrites
- · CRO rulebook score
Starter
Growth
Pro
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureShopify's Agentic Storefronts put your products in front of AI shopping agents, but AI agents choose which products to recommend based on your product data quality. AgenticLens analyzes your entire catalog and scores each product on how ready it is for agentic commerce.
Product pages lose sales for fixable reasons: walls of text, missing specs, no trust signals, thin titles. ConvertLens runs a CRO audit on every product page and scores it 0-100 against a conversion rulebook: title clarity, scannability, benefits versus features, images and alt text, specs, trust, and urgency. Every finding shows its evidence.
- Score every product across 5 AI readiness categories with detailed issues
- AI rewrites titles, descriptions, tags, and metafields for agentic commerce
- Review each AI change individually — accept, edit, or skip before publishing
- Bulk score and optimize your entire catalog with one click
- CRO score per page — 8-rule audit with graded, evidence-backed findings.
- AI copy fixes — before→after rewrites grounded in your page's own copy.
- Safe applies — every change approved by you, audit-logged, reversible.
All the numbers
Every figure, side by side
A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.
Adoption
| Measure |  AgenticLens |  ConvertLens |
|---|---|---|
| Detected stores | Not published | Not published |
| Net store change, 28 days | 0 | 0 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Not published |
| Top store countries | Not published | Not published |
Reviews
| Measure | AgenticLens | ConvertLens |
|---|---|---|
| App Store rating | Not published | Not published |
| App Store reviews | Not published | Not published |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | AgenticLens | ConvertLens |
|---|---|---|
| Free plan | Yes | Yes |
| Lowest paid monthly plan | $29/month | $19/month(ahead) |
| Longest free trial | Not listed | 14 days |
| Plans listed | 4 | 4 |
Listing
| Measure | AgenticLens | ConvertLens |
|---|---|---|
| Shopify category rank | #316(ahead) | #415 |
| Shopify App Charts | Not on this week’s charts | #11 on Pricing moves in Product content |
| Built for Shopify | No | No |
| Launched | May 8, 2026 | Sep 18, 2026 |
| Languages | 1 | 1 |
| Developer | Phenomenal Enterprises Limited | CGN Media Group LLC |
FAQ
AgenticLens and ConvertLens: common questions
- Is AgenticLens or ConvertLens cheaper?
- Both list a free plan. Paid plans start at $29/month for AgenticLens and $19/month for ConvertLens. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- What features does each app list that the other doesn’t?
- AgenticLens lists 6 the others don’t mention, such as Alt text, Bulk editing, Collection SEO, SEO descriptions. A feature missing from a listing may still be supported; this compares what each App Store listing says.
- Where does this comparison’s data come from?
- Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Oct 13, 2026 for AgenticLens, Nov 10, 2026 for ConvertLens; estimated figures are labeled.
How Shoplist compares apps
Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Oct 13, 2026 for AgenticLens, Nov 10, 2026 for ConvertLens. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.