Agent Experience Platform rebuilds sites into AI-agent-readable versions
Cross-LLM performance tracking for prompts, topics, and entities
Real-time AI bot traffic visibility and crawl-trend monitoring
Citation analysis identifying which sources AI answers actually draw from
Competitive benchmarking by persona, topic, and geography
Pros
Agentic Commerce Suite addresses AI-shopping visibility specifically, a genuine niche within a niche
Free tools available without a paid plan
Four-stage framework connects monitoring directly to revenue attribution
Agent Experience Platform actively restructures sites, not just monitors them
7-day free trial available before committing to a paid plan
Enterprise-grade compliance (SOC 2 Type II) built in from early on
Cons
Full pricing requires a sales conversation rather than transparent published tiers
Newer product with a shorter operating track record than established SEO tools
E-commerce-specific strengths matter less for non-product brands
Smaller and newer than some competitors, $4M seed round to date
Exact pricing isn't shown without visiting the site directly
AI-search-visibility category overall still lacks standardized, independently audited metrics
Company
Goodie AI, founded 2023
Scrunch AI, founded 2023
Prices come from each vendor's pricing page, last checked 20260714. Check the vendor before you buy.
FAQ
Questions people ask
Is Goodie AI better than Scrunch AI?
In our reviews Goodie AI scores 4.0 and Scrunch AI scores 4.0. The better pick depends on the job. Goodie AI: Enterprise AEO platform with a distinct AI-shopping visibility suite. Scrunch AI: Rebuilds your site into a lightweight version made for AI agents to crawl.