$9/month software vs $2,000+/month retainers. Here's what you actually get.
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| Feature | Shop2LLM Free$0/moBasic AI visibility | Shop2LLM Pro$9/moGet Started | Agency Services$2,000+/mo |
|---|---|---|---|
| Pricing | |||
| Monthly cost | ● $0/mo | ● $9/mo | — $2,000–$10,000+/mo |
| Annual cost | ● $0/year | ● $108/year | — $24,000–$120,000/year |
| Setup fee | ● none | ● none | — $5,000–$15,000 |
| Hidden costs | ● none | ● none | — change orders, overages |
| Speed of Execution | |||
| Time to go live | ● ~5 minutes | ● ~5 minutes | — 4–12 weeks |
| New product indexed | ● instant (automatic) | ● instant (automatic) | — next sprint cycle |
| React to AI platform changes | ● automatic updates | ● automatic updates | — re-scope, re-negotiate |
| Ongoing Maintenance | |||
| Updates included | ● automatic & continuous | ● automatic & continuous | — per hour, per change |
| AI platform update coverage | ● always current | ● always current | — requires re-engagement |
| Monitoring & alerts | — | ● 24/7 automated | — business hours only |
| Data Ownership | |||
| You own your analytics data | — | ● | — agency owns dashboards |
| Direct access to AI performance data | — | ● | — filtered through reports |
| Export your data anytime | — | ● | — depends on contract |
| Data portability if you leave | — | ● export & walk away | — vendor lock-in risk |
| Capabilities | |||
| AI crawler detection | ● ChatGPT only | ● 17 engines | ● if specified in SOW |
| AI shopping funnel | ● search & products | ● full funnel | ● custom build, $10k+ |
| Revenue from AI customers | — | ● | — separate analytics project |
| MCP server integration | — | ● | — rarely offered |
| Save $23,892/year. Get better AI visibility. | Free — 1 store | Install Pro | SEO Agencies · Digital Consultants |