AI Visibility Scorecard
IGRAPHI LLC
igraphi.com · Nonprofits
Somewhat visible. AI bots can read IGRAPHI LLC, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#106,528 of 826,664 in Nonprofits for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
40
Muse Index Score
iAI agent readiness
Transactable · 40/100
8
AI Adoption
iBasic · 8/100
About IGRAPHI LLC
from our crawl and measurement
IGRAPHI LLC is a Washington, DC business whose own site puts it this way: "Complexity into clarity. The design studio of Vladimir Herrera, turning complex, messy material into clear, beautiful communication for international organizations, health agencies, NGOs." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on a few credibility markers and basic crawler access. What holds it back is structured data describing the business.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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. Those are earned elsewhere on the web, not fixed on the site itself.
The business dates to 1999.
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
Strong
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
Strong
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 5.6/10, IGRAPHI LLC has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Not sure what needs fixing?
Start with a Design Clarity Review. Send one deck, report, proposal, or webpage and receive a recorded expert critique plus a prioritized action plan within two business days. If you move forward with Design Rescue, the full $295 review fee is credited toward the $750 project fee.
Who relies on Design Rescue?
Consultants, nonprofit teams, institutional staff, and small organizations with an important presentation, proposal, report, or webpage due soon.
Is this the right service for you right now?
This is a good fit if: •You already have the finalized content. •You have a strict, impending deadline. •You need expert design help, fast. •You want focused, targeted improvement rather than conceptual exploration. This is NOT a fit if: •You need a full brand identity design or redesign. •You need a large, multi-page website built from scratch. •You require unlimited revisions and exploratory concepts.
Have something that needs a Design Rescue?
Don’t let poor formatting undermine great work. Send over your materials and let’s get it ready for prime time.
Is this your brand?
The exact fixes for IGRAPHI LLC
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/igraphi
Cite this score: Engagemii (2026). "AEO Score for IGRAPHI LLC." Retrieved from https://engagemii.com/aeo/brands/igraphi
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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