AI Visibility Scorecard
Spikefrost
spikefront.com · Technology
Borderline visible. AI bots can crawl Spikefrost, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 3 times
Meta AI · Claude
#2,265,833 of 2,705,506 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
85
Muse Index Score
iAI agent readiness
Transactable · 85/100
4
AI Adoption
iBasic · 4/100
About Spikefrost
from our crawl and measurement
Spikefrost, based in London, describes itself simply: "The AI operating system for enterprises: the tools, rules and method a company's own team uses to build agentic apps in weeks, on every AI model from one governed balance." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (Organization, WebSite, WebPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.5/10, Spikefrost is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Spikefrost
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on October 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/spikefront
Cite this score: Engagemii (2026). "AEO Score for Spikefrost." Retrieved from https://engagemii.com/aeo/brands/spikefront
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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