CartRank ‑ Rank in AI Search vs Visibly AI ‑ AI Visibility AEO
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 CartRank, Oct 27, 2026 for Visibly AI.
The short answer
- Both list a free plan. Paid plans start at $99/month for CartRank and $79/month for Visibly AI.
- CartRank lists 11 features Visibly AI’s listing doesn’t mention, including Audits, Backlinks, Historical analysis.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
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
Free
- · 25 answers analyzed / month
- · 3 competitors tracked
- · 3 products tracked
- · 5 prompts
- · Refreshed manually
- · Tracked on ChatGPT
Starter
- · 10 products tracked
- · 5 competitors tracked
- · 50 prompts tracked
- · 500 answers analyzed / month
- · Refreshed every 2 weeks
- · Tracked on ChatGPT
Pro
- · 10 competitors tracked
- · 100 prompts tracked
- · 4,000 answers analyzed / month
- · 50 products tracked
- · Refreshed every week
- · Tracked on ChatGPT and Gemini
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureCartRank 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.
Your customers now ask ChatGPT and Gemini what to buy. If AI doesn't recommend your brand, those sales go to competitors. Visibly AI tracks real shopping prompts on a schedule and shows where you stand: your AI Visibility Score (0–100), how often you're mentioned, which products get recommended, and who outranks 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.
- AI Visibility Score (0–100) — know exactly where you stand in AI search
- Track real shopping prompts on ChatGPT & Gemini: mentions, rank, citations
- See which of your products AI recommends — and which get skipped
- Competitor benchmarking — see who wins the AI answers you're missing
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 |  CartRank |  Visibly AI |
|---|---|---|
| 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 | CartRank | Visibly AI |
|---|---|---|
| App Store rating | Not published | 5.0 ★ |
| App Store reviews | Not published | 3 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | CartRank | Visibly AI |
|---|---|---|
| Free plan | Yes | Yes |
| Lowest paid monthly plan | $99/month | $79/month(ahead) |
| Longest free trial | Not listed | 14 days |
| Plans listed | 2 | 3 |
Listing
| Measure | CartRank | Visibly AI |
|---|---|---|
| Shopify category rank | #1171 | #237(ahead) |
| Shopify App Charts | Not on this week’s charts | #22 on Pricing moves in SEO |
| Built for Shopify | No | No |
| Launched | Jun 5, 2026 | Jun 24, 2026 |
| Languages | 1 | 1 |
| Developer | CartRank | Afluo |
FAQ
CartRank and Visibly AI: common questions
- Is CartRank or Visibly AI cheaper?
- Both list a free plan. Paid plans start at $99/month for CartRank and $79/month for Visibly AI. 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?
- CartRank lists 11 the others don’t mention, such as Audits, Backlinks, Historical analysis, JSON-LD. Visibly AI lists 1 the others don’t mention, such as AI generation. 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 CartRank, Oct 27, 2026 for Visibly AI; 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 CartRank, Oct 27, 2026 for Visibly AI. 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.