AI Visibility Scorecard
Hilliard Corporation
hilliardcorp.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Hilliard Corporation, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 11 times
Meta AI · Claude · Parallel · Apple Intelligence
#2,095 of 270,339 in Manufacturing & Industrial for AI visibility
87
AI Naming Predictability
iAI names companies like this often · 87/100
Manufacturing & Industrial average 14
Top 1% of Manufacturing & Industrial
See what's behind this score →5.4
AEO Visibility
iBorderline · 5.4/10
Manufacturing & Industrial average 4.0
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Manufacturing & Industrial average 2. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Manufacturing & Industrial average 18
See what's behind this score →0
About Hilliard Corporation
from our crawl and measurement
Hilliard Corporation is a Elmira, NY business whose own site puts it this way: "Welcome to Hilliard Corporation, a world leader in motion control and filtration technology since 1905 based in Elmira, NY serving customers worldwide." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Hilliard Corporation
- Website ·
- hilliardcorp.com
- Industry ·
- Manufacturing & Industrial
- Location ·
- Elmira, NY
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 7, 2026
The 6 on-page 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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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 read your site and name it in answers. At 5.4/10, Hilliard Corporation has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hilliard Corporation
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hilliardcorp
Cite this score: Engagemii (2026). "AEO Score for Hilliard Corporation." Retrieved from https://engagemii.com/aeo/brands/hilliardcorp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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