AI Visibility Scorecard
Systematic Futures Research
edgereplicator.com · Professional Services
Borderline visible. AI bots can crawl Systematic Futures Research, 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 1 times
Claude
#390,186 of 525,804 in Professional Services for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Systematic Futures Research
from our crawl and measurement
Systematic Futures Research is a business whose own site puts it this way: "Independent systematic futures research focused on automated strategy validation, regime-aware execution, NinjaTrader development, and sim-to-live reconciliation." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Our crawl found structured data on the page (WebSite, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
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 3.9/10, Systematic Futures Research is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why does the same setup work brilliantly in one environment and fail in another?
That question sits underneath the entire research stack. A strategy can look strong in aggregate and still behave very differently across market environments. The real work is not only finding an edge. The real work is understanding when that edge is present, when it is degraded, and when the system should stand down.The strategy is only one layer.
Where to go next.?
There's a longer description of how the work is structured. There's also an open door for people who want to collaborate on building a specific algorithm.PATH 01Read the approach.The full description of how the work is structured. What the strategies are.
Is this your brand?
The exact fixes for Systematic Futures Research
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/edgereplicator
Cite this score: Engagemii (2026). "AEO Score for Systematic Futures Research." Retrieved from https://engagemii.com/aeo/brands/edgereplicator
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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