AI Visibility Scorecard
Toni Kusnandar
kusnandar.dev · Technology
Borderline visible. AI bots can crawl Toni Kusnandar, 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
#1,460,537 of 2,706,057 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
12
AI Adoption
iBasic · 12/100
About Toni Kusnandar
from our crawl and measurement
Toni Kusnandar, based in Bogor, describes itself simply: "Indonesia-based Cloud-Native Backend Specialist and FinOps Consultant with 10+ years experience. Former AWS Authorized Instructor (2022, 2025), 5 AWS certifications achieved, 200+ engineers." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
On its own pages the site does well on a clear heading structure and sitemaps and entity links AI can follow. It is passable on some structured data, a partly stated business identity, a few credibility markers and basic crawler access.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.6/10, Toni Kusnandar is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Who Is Toni Kusnandar?
Toni Kusnandar is a software engineer based in Bogor, Indonesia with 10+ years of professional experience building production systems since 2016. He has delivered 40+ projects for 20+ clients across freelance, individual, and corporate engagements — spanning fintech, telecommunications, insurance, e-commerce, and SaaS.
What Technical Skills Does Toni Specialize In?
Toni specializes in backend development, cloud-native architecture, DevOps automation, and AI/LLM integration.
What Services Does Toni Offer in 2026?
As of 2026, Toni offers three enterprise-grade solutions focused on reducing cloud costs, improving system performance, and automating engineering operations. Engagements are scoped for mid-market and enterprise teams — not commodity work. Pricing starts at $800 USD for assessments and scales to monthly retainers for ongoing partnerships.
What Results Has Toni Delivered?
Across 10+ years and 40+ completed projects, Toni has delivered consistent outcomes for clients across fintech, telco, insurance, e-commerce, and SaaS.
How Can You Work with Toni?
All engagements start with a no-commitment discovery call. The goal is simple: understand your problem, confirm whether Toni is the right fit, and agree on scope before any contract is signed. Most engagements move from first contact to signed proposal within 5 business days. Initial conversation — Share your stack, problem, and goals via email or LinkedIn. Response time: within 24 hours.
Is this your brand?
The exact fixes for Toni Kusnandar
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/kusnandar-dev
Cite this score: Engagemii (2026). "AEO Score for Toni Kusnandar." Retrieved from https://engagemii.com/aeo/brands/kusnandar-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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