SearchSeal vs Scrunch
Scrunch is an enterprise AI visibility platform with Agent Traffic analytics and an agent experience layer for serving AI-specific content.
Scrunch and SearchSeal both watch real AI agent traffic. Scrunch connects that evidence to answer monitoring and an agent-specific content layer. SearchSeal keeps observation and diagnosis separate from content delivery.
Scrunch measures
- AI agent requests by page, time and purpose
- Training, indexing and user-retrieval traffic as separate categories
- Brand presence, citations and human referrals from AI platforms
SearchSeal measures
- Real requests from AI crawlers to your site: GPTBot, ClaudeBot, PerplexityBot, OAI-SearchBot and others
- Which pages each crawler read, and the HTTP outcome of every request
- Whether robots.txt or your host is blocking a crawler
- Observed counts with labeled coverage. Unknown is shown as unknown, never as zero
Side by side
Crawler data
Scrunch
Real agent traffic through edge, host and API integrations
SearchSeal
Real crawler traffic through Cloudflare or access logs over HTTPS
Purpose
Scrunch
Training, indexing and retrieval
SearchSeal
Training, search, assistant and unknown
Answer monitoring
Scrunch
Yes
SearchSeal
No. SearchSeal does not poll chatbots
Content delivery
Scrunch
Can serve an AI-specific version through AXP
SearchSeal
None. SearchSeal observes and reports
Scope
Scrunch
Enterprise agent experience platform
SearchSeal
AI crawler observability
Both products use real traffic. SearchSeal does not rewrite or serve alternate content to crawlers.
When Scrunch fits
You are an enterprise team that wants answer monitoring, agent traffic and an AI-specific content layer in one platform.
When SearchSeal fits
You want the evidence layer by itself, with observed counts, issue diagnosis, REST access and MCP access.