AgentRank: AI Visibility & GEO vs SearchMention: ChatGPT SEO

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 27, 2026 for SearchMention.

The short answer

  • Both list a free plan. Paid plans start at $19/month for AgentRank and $29/month for SearchMention.
  • AgentRank lists 8 features SearchMention’s listing doesn’t mention, including APIs, Conditional logic, Custom dashboards.

Head to head

Open this comparison in ShoplistFree account. Every feature, store and change, side by side.
Pitch
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Categories
  • Analytics
  • Workflow automation
  • Analytics
  • SEO
Languages
  • English
  • English
Launched
May 26, 2026
May 21, 2026
Built for Shopify
Not badged
Not badged
Reviews per month
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—
Detected stores
0active installs
0active installs
Most common store size
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—
Top countries
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Free options
Free planFree trial
Free planFree trial
Monthly range
From $0 to $99/month
From $0 to $99/month
Plans
FreeFree
  • · 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$19/month
  • · 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$49/month
  • · 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$99/month
  • · 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
FreeFree
  • · AI visits for 30 days
  • · Brands AI picks instead of you
  • · ChatGPT and Google AI Overviews
  • · Find what blocks AI on 100 products
  • · One audit of 15 shopper questions
  • · What AI agents see in Shopify Catalog
Starter$29/month
30-day free trial
  • · 30 shopper questions, twice a week
  • · ChatGPT and Google AI Overviews
  • · Find what blocks AI on 1,000 products
  • · Full history of AI visits
  • · Prices AI quotes, checked vs your store
  • · Shopify Catalog rank on every question
Growth$99/month
  • · 4 AI assistants: adds Gemini, Perplexity
  • · 50 shopper questions, twice a week
  • · Find what blocks AI on 5,000 products
  • · Full history of AI visits
  • · Prices AI quotes, checked vs your store
  • · Priority support
Coverage
10 of 13 features77%
5 of 13 features38%
Unique strengths
  • APIs
  • Conditional logic
  • Custom dashboards
  • Custom reports
  • +4 more
  • Benchmarking
  • Historical analysis
  • UTM tracking
Analytics
63%5/8
63%5/8
Marketing and sales
67%2/3
67%2/3
Visuals and reports
60%3/5
60%3/5
Workflow automation
100%5/5
0%0/5
Automation tasks
100%1/1
0%0/1
Customization
100%4/4
0%0/4
823onlybothonly
AgentRankSearchMention13 features listed across both App Store listings

Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.

See every feature
Works with also listed by another
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How it sells itself

Shoppers 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.

Shoppers ask ChatGPT and Google AI Overviews what to buy, and the answer names only a few products. SearchMention asks the questions your shoppers ask about products like yours and shows each answer: whether it mentions you, which brands it picks instead, the pages it used, and any price it got wrong. See what AI shopping agents read about each product in Shopify Catalog, and its rank.

Key points
  • 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 if ChatGPT, Gemini, and Perplexity recommend your products to shoppers
  • See which brands AI recommends when shoppers search for products like yours
  • Find issues blocking AI from reading your products and get prioritized fixes
  • Track shoppers who click through from ChatGPT, Gemini, and Perplexity
Screenshots
AI prompt testing in ChatGPT and Perplexity
AI visibility dashboard with score, audits, and AI channelsProduct audit issues with one-click AI SEO fixesCompetitor tracking for AI search recommendations
Track AI traffic to your store
Monitor if AI recommends you products in ChatGPT and other LLMsGet recommended fixes for your product schema and robots.txtSee if AI recommends your products in chatgpt, gemini and more

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.

Showing only the rows where the apps differ.

Adoption

MeasureAgentRankSearchMention
Detected storesNot publishedNot published
Net store change, 28 days0estimated0estimated
Stores added, 28 daysNot enough dataNot enough data
Big-brand shareNot enough dataNot enough data
Top store categoriesNot publishedNot published
Top store countriesNot publishedNot published

Reviews

MeasureAgentRankSearchMention
App Store ratingNot publishedNot published
App Store reviewsNot publishedNot published
New reviews, 28 daysNot enough dataNot enough data
Reviewers a year or more inNot enough dataNot enough data

Pricing

MeasureAgentRankSearchMention
Free planYesYes
Lowest paid monthly plan$19/month(ahead)$29/month
Longest free trialNot listed30 days
Plans listed43

Listing

MeasureAgentRankSearchMention
Shopify category rank#411in Workflow automation#684in SEO
Shopify App ChartsNot on this week’s chartsNot on this week’s charts
Built for ShopifyNoNo
LaunchedMay 26, 2026May 21, 2026
Languages1English1English
DeveloperLintel AgencyRemmote Labs LLC

FAQ

AgentRank and SearchMention: common questions

Is AgentRank or SearchMention cheaper?
Both list a free plan. Paid plans start at $19/month for AgentRank and $29/month for SearchMention. 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. SearchMention lists 3 the others don’t mention, such as Benchmarking, Historical analysis, UTM tracking. 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 27, 2026 for SearchMention; 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 27, 2026 for SearchMention. 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.