Scrunch AI
Scrunch's bet is that AI crawlers should get a different version of your content than humans do. AXP is the infrastructure layer for that, and it's the most distinctive AEO platform feature in 2026.
Interesting and early. Worth a spike or exploration session.
AEO platform·Agent protocol
What It Is
Scrunch is an AEO platform that combines visibility measurement with an infrastructure differentiator: the Agent Experience Platform (AXP). AXP sits between your website and AI crawlers and serves them compressed, structured content optimised for LLM consumption, without disrupting the human-facing experience. The measurement side covers SOV, citation tracking, sentiment, and prompt-level reporting across ChatGPT, Gemini, Perplexity, Claude, Meta AI, Google AI Mode, and AI Overviews, with GA4 integration for AI referral traffic attribution.
Why It Matters
AXP is the genuinely distinctive feature among AEO platforms in 2026. The premise is that AI crawlers don't actually need (and can't efficiently consume) the full HTML of a modern website, with its CSS, JavaScript, and chrome. A compressed, structured representation served specifically to crawlers is faster for them to parse and more likely to produce accurate citations. If the bet is right, Scrunch sits in the path of every AI crawl and shapes what AI engines learn about you. If it's wrong, AXP is just an interesting experiment.
The GA4 integration is a meaningful operational benefit too. Most AEO platforms track AI mentions but don't directly tie them to traffic and conversion. Scrunch's GA4 integration closes part of that loop.
Key Developments
- 2026: Agent Experience Platform (AXP) launched as the infrastructure-layer differentiator. SOC 2 compliance and white-glove enterprise onboarding.
- 2025: Scrunch added Microsoft Copilot, Google AI Mode, and AI Overviews coverage. GA4 integration shipped for AI referral attribution.
What to Watch
Watch AXP adoption and AI engine response. If major engines explicitly support compressed structured content for crawlers, Scrunch's bet pays off. If they don't, AXP remains a niche tool. Track Scrunch's engine coverage. Currently strong on the consumer side but less prominent for B2B-skewed Claude. Watch the SOC 2 + white-glove onboarding signal. Scrunch is positioning for enterprise procurement processes, which is different from product-led growth platforms like Otterly or Goodie.
Strengths
- AXP is genuinely differentiated: The infrastructure-layer bet is unique among AEO platforms in 2026.
- GA4 integration: Direct attribution from AI mentions to traffic and conversion, which most rivals leave to manual setup.
- Enterprise compliance: SOC 2 and white-glove onboarding fit enterprise procurement.
- Reasonable starting price: $300/mo brand tier is accessible for mid-market teams.
Considerations
- AXP depends on AI engine acceptance: Compressed structured content for crawlers is a bet on engine behaviour. If engines don't reward it, the value collapses.
- Younger than Profound and Otterly: Shorter operational history.
- Engine coverage: Strong on consumer engines, less prominent on Claude and Copilot.
- Implementation complexity: Adding an infrastructure layer between your site and crawlers requires technical buy-in beyond what marketing teams typically have.
Scrunch AI· Goodie AI· AthenaHQ· Otterly AI· Peec AI· Profound