LLMs.txt – AI Visibility vs AI Visibility: AI SEO
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Sep 3, 2026 for LLMs.txt, Oct 14, 2026 for AI Visibility.
The short answer
- Only AI Visibility lists a free plan.
- AI Visibility lists 6 features LLMs.txt’s listing doesn’t mention, including Audits, Content optimization, JSON-LD.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Free
- · 3 products fully processed, no expiry
- · Crawler check, eight AI bots, unlimited
- · Every verdict explained, with its fix
- · Every verdict explained, with its fix
- · Nothing expires and nothing is removed
Standard
- · An FAQ block on every product
- · Attributes from your own text
- · Comparison tables on collections
- · Crawler check, eight AI bots
- · Dictionary in your own language
- · Plain text pages and live llms.txt
High Volume
- · Crawler check for eight AI bots
- · Everything in Standard
- · No product limit
- · Priority support
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureLLMs.txt is a standard file format that AI assistants read to understand what a store sells. This app generates that file automatically from your products and pages, then publishes it to your store. When the file is live, AI assistants like ChatGPT and Perplexity can read it when shoppers ask them for product recommendations.
An assistant asked for a product does not browse your store. It retrieves what text it can and answers from that, so a fact held in a tab or an image is not part of the answer. This app reads the descriptions you already wrote and publishes what it finds where an assistant can read them: structured data, a plain text page per product, a live llms.txt, an FAQ block, and comparison tables on collections.
- Automatically generates an llms.txt file from your store products and pages
- Publishes your llms.txt so AI assistants like ChatGPT can find your store
- Keeps the file in sync whenever you add or remove products
- Lets you write a custom store description for AI assistants to use
- Extracts comparable attributes from descriptions you already wrote
- Structured data on products and collections, zero JavaScript in your theme
- Comparison tables assistants and buyers can actually use
- Checks whether AI crawlers can reach your store, and tells you why not
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 |  LLMs.txt |  AI Visibility |
|---|---|---|
| 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 | LLMs.txt | AI Visibility |
|---|---|---|
| App Store rating | 4.0 ★ | Not published |
| App Store reviews | 2 | 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 | LLMs.txt | AI Visibility |
|---|---|---|
| Free plan | Not listed | Yes |
| Lowest paid monthly plan | No monthly plan listed | No monthly plan listed |
| Longest free trial | Not listed | Not listed |
| Plans listed | Not published | 3 |
Listing
| Measure | LLMs.txt | AI Visibility |
|---|---|---|
| Shopify category rank | #438(ahead) | #845 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | May 8, 2026 | Aug 7, 2026 |
| Languages | 7 | 1 |
| Developer | wRanks | SC RHEADIGITAL SRL |
FAQ
LLMs.txt and AI Visibility: common questions
- Is LLMs.txt or AI Visibility cheaper?
- Only AI Visibility lists a free plan. 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?
- LLMs.txt lists 3 the others don’t mention, such as AI generation, Analytics, Rank tracking. AI Visibility lists 6 the others don’t mention, such as Audits, Content optimization, JSON-LD, Metadata optimization. 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 Sep 3, 2026 for LLMs.txt, Oct 14, 2026 for AI Visibility; 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 Sep 3, 2026 for LLMs.txt, Oct 14, 2026 for AI Visibility. 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.