Question 1

Is AI shopping actually happening right now?

Accepted Answer

Yes. Google launched AI Mode in Search, ChatGPT now has shopping features that recommend products, and Amazon built an MCP server so AI agents can browse and buy programmatically. This is not theoretical — it's happening today.

Question 2

Can't I just check all this myself?

Accepted Answer

The 20+ checks span structured data parsing, robots.txt analysis, MCP protocol detection, API discovery, Schema.org validation, and more. Manually auditing all of this takes hours. Pacestack does it in 15 seconds and gives you prioritized, actionable fixes.

Question 3

What if I score well? Do I still need Pacestack?

Accepted Answer

Agent readiness is not a one-time fix. AI platforms constantly update their protocols and recommendation algorithms. A score of 85 today could drop next month. Monitoring keeps you ahead.

Question 4

How is this different from an SEO audit?

Accepted Answer

SEO audits optimize for Google's search crawler. AI agents are fundamentally different — they evaluate structured data, query APIs, check MCP servers, and form opinions about brands. A site can score 95 on SEO and 20 on agent readiness.

Question 5

What is the AI Perception category?

Accepted Answer

We query leading AI models (Claude, ChatGPT, Perplexity) and ask them to recommend products in your category. Then we analyze whether they mention your brand, know your pricing, and position you accurately. This reveals exactly what AI agents tell consumers about you.

Question 6

What is MCP and why does it matter?

Accepted Answer

MCP (Model Context Protocol) is a standard that lets AI agents directly query your product catalog in real-time. Without it, agents rely on stale training data. Amazon already has an MCP server. It's the API layer for AI commerce.

Question 7

What does the free Quick Check include?

Accepted Answer

The free Quick Check analyzes 20+ agent readiness signals across structured data, AI accessibility, and MCP readiness. You get an overall score (0-100), a letter grade, category breakdowns, and your top 3 priority recommendations.

Question 8

How quickly will I see results after making changes?

Accepted Answer

Structured data and accessibility improvements are picked up by AI crawlers within days. MCP server detection is immediate. AI Perception changes take longer (weeks to months) since models need to re-crawl and retrain.

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