AgentRank: AI Visibility & GEO vs CartRank ‑ Rank in AI Search
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 14, 2026 for AgentRank, Oct 13, 2026 for CartRank.
The short answer
- Both list a free plan. Paid plans start at $19/month for AgentRank and $99/month for CartRank.
- CartRank lists 20 features AgentRank’s listing doesn’t mention, including Analytics, Audits, Backlinks.
Head to head
Free
- · 1 weekly AI visibility test
- · Full AI visibility audit (18 checks)
- · JSON-LD product schema (theme embed)
- · Perplexity engine included
- · Top 5 findings per audit
Starter
- · 10 weekly AI visibility tests
- · AI prompt suggestions
- · Agent Mode tests for AI shopping
- · All AI engines included
- · All findings, no limit
- · Everything in Free
Growth
- · 50 weekly AI visibility tests
- · Bulk-fix up to 50 products at once
- · Everything in Starter
- · Higher AI fix limits (1,000/month)
- · Priority email support
- · Track 3 competitors in AI answers
Pro
- · 200 weekly AI visibility tests
- · Bulk-fix up to 200 products at once
- · Everything in Growth
- · Highest AI fix limits (5,000/month)
- · Priority support
- · Track 10 competitors in AI answers
Starter
- · Access 1 AEO improvement opportunity /mo
- · Bi-weekly tracking
- · Minimal prompt performance tracking
- · Monitor your top competitor's score
- · See your Visibility Score
- · Track up to 15 Al prompts
Grow
- · Access opportunities to boost Al search
- · Analyze detailed prompt performance
- · Email/Slack support
- · Monitor up to 8 competitors
- · See your Visibility Score
- · Track up to 50 Al prompts
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureShoppers now ask ChatGPT and Perplexity what to buy. AgentRank shows whether those answers mention your store and helps you fix what holds it back. An AI visibility audit checks each product, from descriptions and specs to schema, GTINs and alt text, and gives you one AI Visibility Score. Fix with AI rewrites descriptions, SEO titles, meta text and alt text.
CartRank helps Shopify brands improve their AEO so AI search engines recommend them more often. Track when and where your brand appears in AI search; see which competitors show up instead; and get actionable insights to improve visibility.
- AI visibility audit that scores your store against AI search criteria
- One-click AI fixes for product descriptions, SEO titles, and meta text
- Real prompt tests through ChatGPT and Perplexity that prove if you show up
- Competitor tracking that flags which brands AI recommends instead of you
- See where your brand appears in AI search like ChatGPT and Perplexity.
- Compare visibility against your top competitors.
- Discover AI-driven opportunities to improve visibility.
- Run quick AEO audits of your store's product pages.
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 |  AgentRank |  CartRank |
|---|---|---|
| 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 | AgentRank | CartRank |
|---|---|---|
| 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 |
FAQ
AgentRank and CartRank: common questions
- Is AgentRank or CartRank cheaper?
- Both list a free plan. Paid plans start at $19/month for AgentRank and $99/month for CartRank. 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?
- AgentRank lists 8 the others don’t mention, such as APIs, Conditional logic, Custom dashboards, Custom reports. CartRank lists 20 the others don’t mention, such as Analytics, Audits, Backlinks, Benchmarking. 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 14, 2026 for AgentRank, Oct 13, 2026 for CartRank; 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 14, 2026 for AgentRank, Oct 13, 2026 for CartRank. 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.