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AI Visibility Scorecard
mranv.pages.dev · Technology
Well-positioned for AI search. The breakdown below shows where Anubhav Gain is still leaving points on the table.
AI engines read this profile 8 times
Meta AI · Claude · Apple Intelligence
#12,509 of 2,636,505 in Technology for AI visibility
7.3
/10
AEO Score
from our crawl and measurement
Anubhav Gain describes itself simply: "Security Software Engineer at Infopercept Consulting and CEO at TechAnv Consulting. Builder of Leviathan (Windows kernel-mode EDR/XDR framework in safe Rust), Krustron (open-source." Measured against the twelve signals AI engines rely on, it scores 7.2 out of 10, a strong showing.
Our crawl found structured data on the page (Person, WebSite, BreadcrumbList) and an llms.txt file for AI models. It is missing a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
7
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
7
Press and news coverage.
Community
9
Forum and community discussion.
Social Mentions
9
Social discussion and mentions.
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 7.3/10, Anubhav Gain has a working base to build on - fixable, and the signals above are where to start.
Who is Anubhav Gain?
Anubhav Gain is a Security Software Engineer at Infopercept Consulting and CEO at TechAnv Consulting. He builds production-grade security systems in Rust and Go, including Leviathan (Windows kernel EDR), Krustron (Kubernetes platform), and Agni (Firecracker TUI). He has 222+ research citations.
What open-source projects has Anubhav Gain built?
Anubhav Gain has built: Leviathan (Windows kernel-mode EDR/XDR framework in safe Rust), Krustron (open-source Devtron alternative for Kubernetes), Agni (Firecracker microVM TUI in Go), opensearch-rust-sdk (high-performance OpenSearch SDK for Rust), ebpf-file-monitor (Rust inotify eBPF file monitoring), rshell (Rust bind/reverse shell), and the Status enterprise monitoring platform.
What expertise does Anubhav Gain offer?
Anubhav Gain specializes in DevSecOps, XDR/OXDR Platform Architecture, Windows Kernel Security (Ring 0, KMDF, ELAM), eBPF development, Rust and Go programming, Kubernetes platform engineering, GitOps CI/CD, MITRE ATT&CK mapping, Cloud-Native Security, SIEM/EDR implementation, and OpenSearch SDK development.
What is Leviathan by Anubhav Gain?
Leviathan is a production-grade Windows kernel-mode security framework written entirely in safe Rust using Microsoft's windows-drivers-rs (KMDF v1.33). It implements the full EDR/XDR primitive stack at Ring 0 with five kernel callbacks, MITRE ATT&CK mapping across 16 techniques, pool-tag memory forensics, SSDT/IDT/MSR hook scanning, ELAM support, and zero-copy kernel-to-user telemetry streaming.
What companies does Anubhav Gain work with?
Anubhav Gain works as Security Software Engineer at Infopercept Consulting and is the CEO and Founder of TechAnv Consulting. He also contributes to open-source projects under the anubhavg-icpl GitHub organization.
Is this your brand?
The exact fixes for Anubhav Gain
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mranv-pages-dev
Cite this score: Engagemii (2026). "AEO Score for Anubhav Gain." Retrieved from https://engagemii.com/aeo/brands/mranv-pages-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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