AI Conversion Detective vs Conversion Optimizer
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 AI Conversion Detective, Oct 14, 2026 for Conversion Optimizer.
The short answer
- Paid plans start at $19/month for AI Conversion Detective and $19/month for Conversion Optimizer.
Head to head
Starter
- · Conversion fix potential indicator
- · Unlimited store scans
- · Up to 40 AI chat messages / week
- · Up to 8 conversion issues per scan
Starter (Yearly)
- · Conversion fix potential indicator
- · Unlimited store scans
- · Up to 40 AI chat messages / week
- · Up to 8 conversion issues per scan
Pro
- · All 10 conversion issues per scan
- · Conversion fix potential indicator
- · Unlimited store scans
- · Up to 250 AI chat messages / week
Pro (Yearly)
- · All 10 conversion issues per scan
- · Conversion fix potential indicator
- · Unlimited store scans
- · Up to 250 AI chat messages / week
Growth
- · Actionable rationales
- · Filter & export
- · No per-scan fees
- · Prioritized recommendations
- · Store scan
Pro
- · 24/7 priority support
- · Best for teams
- · Everything in Growth
- · Priority handling
- · Unlimited scans
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureAI Conversion Detective scans your store and delivers a prioritised list of conversion issues — each with a specific fix and a monetary potential indicator. No guesswork. No generic advice. Every recommendation is based on your actual products, orders, and store data, analysed by Claude AI. Ask follow-up questions in the built-in AI chat and get expert CRO answers in seconds.
Conversion Optimizer solves a simple problem: stores that aren't selling often don't know why. We run a scan of your products, theme, and trust signals and give you a prioritized list of what to fix-not a vague dashboard, but specific actions (weak product pages, missing guarantees, layout issues) that hurt conversion and make it harder for customers to find and trust you.
- Prioritised issue list ranked by monthly conversion fix potential
- Conversion fix potential per issue — calculated from your real order data
- Built-in AI chat: ask Claude anything about your store in plain English
- Automatic re-scan when you publish a theme update or change products
- One scan analyzes your products, theme, and trust signals-no guesswork.
- Prioritized list by impact so you fix what drives sales first.
- Every recommendation explains what to change and why it matters.
- Filter by severity and export to CSV for your team or developers.
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 |  AI Conversion Detective |  Conversion Optimizer |
|---|---|---|
| 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 | AI Conversion Detective | Conversion Optimizer |
|---|---|---|
| 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 | AI Conversion Detective | Conversion Optimizer |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | $19/month | $19/month |
| Longest free trial | 7 days | Not listed |
| Plans listed | 4 | 2 |
Listing
| Measure | AI Conversion Detective | Conversion Optimizer |
|---|---|---|
| Shopify category rank | #184(ahead) | #304 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jun 18, 2026 | Apr 6, 2026 |
| Languages | 1 | 1 |
| Developer | JR Solutions | Optimizer |
FAQ
AI Conversion Detective and Conversion Optimizer: common questions
- Is AI Conversion Detective or Conversion Optimizer cheaper?
- Paid plans start at $19/month for AI Conversion Detective and $19/month for Conversion Optimizer. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- 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 AI Conversion Detective, Oct 14, 2026 for Conversion Optimizer; 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 AI Conversion Detective, Oct 14, 2026 for Conversion Optimizer. 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.