AI Visibility Scorecard
FFWD | The Trust Layer for Infrastructure Agentic Automation
ffwd.dev · Technology
Borderline visible. AI bots can crawl FFWD | The Trust Layer for Infrastructure Agentic Automation, 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 6 times
Claude · ShapBot · Apple Intelligence
#1,075,960 of 2,707,790 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
12
AI Adoption
iBasic · 12/100
About FFWD | The Trust Layer for Infrastructure Agentic Automation
from ffwd.dev
FFWD is the trust layer for infrastructure agentic automation. Execution risk scoring, cross-domain anomaly correlation, and AI-scale telemetry pipeline. Privately deployed.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Fair
Inbound links from other sites.
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 4.9/10, FFWD | The Trust Layer for Infrastructure Agentic Automation is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for FFWD | The Trust Layer for Infrastructure Agentic Automation
Which AI engines already crawl you
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ffwd-dev
Cite this score: Engagemii (2026). "AEO Score for FFWD | The Trust Layer for Infrastructure Agentic Automation." Retrieved from https://engagemii.com/aeo/brands/ffwd-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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