FoundInAI: AEO & AI Visibility vs StoreRank Agentic Commerce AEO
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 3, 2026 for FoundInAI, Nov 8, 2026 for StoreRank Agentic Commerce AEO.
The short answer
- Only FoundInAI lists a free plan. Paid plans start at $9/month for FoundInAI and $29/month for StoreRank Agentic Commerce AEO.
- StoreRank Agentic Commerce AEO lists 12 features FoundInAI’s listing doesn’t mention, including ALT text, Bulk editing, Content optimization.
Head to head
- United States
- United Kingdom
- Andorra
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Free
- · 1 hero product, checked at install
- · 1 manual check per 30 days
- · Asked on 5 AI assistants
- · llms.txt, generate once
Basic
- · 1 hero product, re-read weekly
- · 1 product fix suggestion a week
- · 10 more products, checked monthly
- · 5 manual checks per day
- · Answer monitoring for 3 prompts
- · Everything in Free
Starter
- · 15 manual checks per day
- · 2 PDF reports per month
- · 3 hero products, re-read weekly
- · 3 product fix suggestions a week
- · 30 more products, checked monthly
- · Answer monitoring for 5 prompts
Pro
- · 10 hero products, re-read twice a week
- · 100 more products, checked monthly
- · 25 manual checks per day
- · 5 product fix suggestions a week
- · Everything in Starter
- · GA4 AI traffic dashboard
Starter Plan
- · AI + Google traffic & revenue tracking
- · AI Article Autopilot: 4 articles/mo
- · AI FAQ Generator: 3 FAQs/product
- · AI Product Optimizer: 30 products/mo
- · AI Search Indexing via IndexNow
- · AI Visibility: 5 prompts + competitors
Pro Plan
- · AI Article Autopilot: 10 articles/mo
- · AI FAQ Generator: 5 FAQs/product
- · AI Product Optimizer: 150 products/mo
- · AI Search Visibility: Track 20 queries
- · Bulk optimization + import/export
- · Everything in Starter, plus:
Growth Plan
- · AI Article Autopilot: 20 articles/mo
- · AI FAQ Generator: 10 FAQs/product
- · AI Product Optimizer: 500 products/mo
- · AI Search Visibility: Track 50 queries
- · Advanced AI traffic & revenue analytics
- · Everything in Pro, plus:
Scale Plan
- · AI Article Autopilot: 30 articles/mo
- · AI FAQ Generator: 20 FAQs/product
- · AI Product Optimizer: 1,000 products/mo
- · AI Search Visibility: Track 200 queries
- · Everything in Growth, plus:
- · Priority support
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureFoundInAI asks five AI assistants what shoppers ask about your store and your hero products, then shows each answer word for word: who was named, who was named instead, and what to fix first. It writes the llms.txt file AI assistants read and publishes it to your theme only when you click. After a fix, it asks the same questions again so you can compare two dated snapshots.
Agentic commerce is here: AI assistants research, compare and shop on behalf of your customers. Stores AI can't read don't get recommended, and that traffic goes to competitors. StoreRank makes your store discoverable in ChatGPT, Gemini, Perplexity, Claude and Google: AI-optimized schema, structured FAQs, crawler access and enhanced product content, added automatically.
- Scan your store's AI visibility and get a score with actionable fixes
- Generate and upload llms.txt so AI tools accurately describe your brand
- Track if ChatGPT, Perplexity & Claude mention your store in real time
- Automatically adds AI-optimized schema for products, FAQs, and reviews
- Optimizes product content so AI assistants can recommend your store
- Tracks brand and competitor mentions across AI platforms
- Shows which websites AI cites and how to get featured
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 |  FoundInAI |  StoreRank Agentic Commerce AEO |
|---|---|---|
| Detected stores | Not published | 55 |
| 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 | Apparel & Accessories, Health & Beauty, Food, Beverages & Tobacco |
| Top store countries | Not published | United States, United Kingdom, Andorra |
Reviews
| Measure | FoundInAI | StoreRank Agentic Commerce AEO |
|---|---|---|
| App Store rating | Not published | 5.0 ★ |
| App Store reviews | Not published | 32 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | 0% |
Pricing
| Measure | FoundInAI | StoreRank Agentic Commerce AEO |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $9/month(ahead) | $29/month |
| Longest free trial | 7 days | 14 days |
| Plans listed | 4 | 4 |
Listing
| Measure | FoundInAI | StoreRank Agentic Commerce AEO |
|---|---|---|
| Shopify category rank | #485 | #13 |
| Shopify App Charts | Not on this week’s charts | #3 on Rookies in Blogs |
| Built for Shopify | No | Yes |
| Launched | Aug 3, 2026 | Aug 21, 2025 |
| Languages | 4 | 1 |
| Developer | IDMB&LHMH HOLDINGS INC. | StoreRank.ai |
FAQ
FoundInAI and StoreRank Agentic Commerce AEO: common questions
- Is FoundInAI or StoreRank Agentic Commerce AEO cheaper?
- Only FoundInAI lists a free plan. Paid plans start at $9/month for FoundInAI and $29/month for StoreRank Agentic Commerce AEO. 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?
- FoundInAI lists 2 the others don’t mention, such as Reporting, Sitemaps. StoreRank Agentic Commerce AEO lists 12 the others don’t mention, such as ALT text, Bulk editing, Content optimization, Conversion 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 Nov 3, 2026 for FoundInAI, Nov 8, 2026 for StoreRank Agentic Commerce AEO; 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 Nov 3, 2026 for FoundInAI, Nov 8, 2026 for StoreRank Agentic Commerce AEO. 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.