Shop2LLM vs Yotpo Discover
Which AI visibility tool is right for your business? Compare pricing, platforms, and capabilities side by side.
| Feature | Shop2LLM Pro$9/moTry Free | Yotpo DiscoverContact Sales |
|---|---|---|
| Pricing | ||
| Starting price | ● $9/mo | — Contact sales (enterprise) |
| Free tier | ● Yes — 1 store, basic visibility | — No free tier |
| Transparent pricing | ● Public & upfront | — Custom quote |
| Platforms | ||
| WordPress / WooCommerce | ● Native plugin | — Limited support |
| Shopify | ● Works without WooCommerce | ● Shopify-first |
| Platform-agnostic | ● Works with any platform | — Primarily Shopify |
| Setup | ||
| Installation | ● WordPress plugin — 60 seconds | — Platform integration, onboarding |
| Self-hosted | ● Runs on your server | — SaaS — data on their servers |
| Data ownership | ● You own 100% of your data | — Data lives on Yotpo servers |
| AI Platforms Supported | ||
| Number of AI platforms | ● 7 platforms | — Limited AI visibility |
| ChatGPT | ● | ● |
| Claude | ● | — |
| Gemini | ● | — |
| Perplexity | ● | — |
| Copilot | ● | — |
| Meta AI | ● | — |
| Google AI (Extended) | ● | — |
| AI Discovery Protocols | ||
| MCP protocol support | ● | — |
| llms.txt auto-generation | ● Auto-updates with new products | — |
| AI crawler detection | ● 17 engines tracked | — Not AI-crawler focused |
| AI shopping feeds | ● | — |
| Commerce Features | ||
| WooCommerce Support | ● Full integration | — |
| Shopify Support | ● Works, not dependent on Shopify | ● Deep Shopify integration |
| Reviews & UGC | — Not a focus | ● Core product — reviews, photos, videos |
| AI revenue tracking | ● | — |
| AI sales funnel | ● Search → Cart → Checkout | — |
| Best For | ||
| Ideal user | ● WordPress store owners, cost-conscious merchants | — Enterprise Shopify brands with review programs |
| Store size | ● Any size — 1 to 10,000+ products | — Mid-market to enterprise |
| AI visibility for every store vs. enterprise reviews for Shopify. | Try Shop2LLM Free | Yotpo Discover |
Key Differences Between Shop2LLM and Yotpo Discover
1. Pricing Model
Shop2LLM is $9/month with a free tier available — you can start seeing AI visibility results immediately without any financial commitment. Yotpo Discover uses enterprise pricing with custom quotes, which can run into hundreds or thousands per month depending on your store size and feature requirements.
2. Platform Focus
Shop2LLM is built as a WordPress plugin that works with or without WooCommerce, and can support any ecommerce platform. Yotpo is Shopify-first — if you're on WordPress, WooCommerce, or a custom stack, Shop2LLM is the native choice.
3. AI Platform Coverage
Shop2LLM supports 7 major AI platforms — ChatGPT, Claude, Gemini, Perplexity, Copilot, Meta AI, and Google AI. It includes MCP protocol support and auto-generated llms.txt for maximum AI discoverability. Yotpo Discover focuses on review/UGC content visibility in AI search, not the full MCP/llms.txt protocol stack.
4. Self-Hosting & Data Ownership
Shop2LLM runs on your own server — your data stays with you. Yotpo is a SaaS platform where your data lives on their infrastructure. If data sovereignty matters to you, Shop2LLM is the clear choice.
5. Core Purpose
Shop2LLM is purpose-built for AI ecommerce visibility — getting your products discovered and purchased through ChatGPT, Claude, Gemini, and other AI platforms. Yotpo Discover is primarily a reviews and user-generated content platform that has added AI visibility features as an extension.
When to Choose Shop2LLM
- You want a cost-effective solution — $9/mo with a free tier to start
- You run a WordPress / WooCommerce store and want native integration
- You value self-hosting and data ownership — your data, your server
- You need broad AI platform coverage — 7 platforms including MCP protocol
- You want llms.txt auto-generation and AI crawler detection out of the box
- You're any size store — from 1 product to 10,000+
When to Choose Yotpo
- You're a large Shopify brand with an existing reviews and UGC program
- You need enterprise-grade reviews management alongside AI visibility
- You have budget for enterprise pricing and want an all-in-one reviews + AI platform
- You're looking for loyalty and referral features bundled with AI discovery
- You prefer a managed SaaS solution over a self-hosted plugin
Ready to Make Your Store AI-Visible?
Get started with Shop2LLM in 60 seconds. No credit card required for the free tier.
Try Shop2LLM Free →$9/mo Pro plan · Cancel anytime · Self-hosted on your WordPress site