AI Visibility Scorecard
ipa-reader.com · Other
Somewhat visible. AI bots can read IPA Reader, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · ChatGPT · Apple Intelligence
5
AEO Visibility
iBorderline · 5.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"This is a tool for reading International Phonetic Alphabet (IPA) notation aloud." That is how IPA Reader introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
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 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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.
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 5.1/10, IPA Reader has a working base to build on - fixable, and the signals above are where to start.
How Do You Use It?
Find a word you would like to hear pronounced, grab the IPA notation (if you don't already have it, Wiktionary is a great place to look), toss it in the form, and hit the "Read" button. For example, /ˈpɪdʒən/ will be read as "pigeon."
How Does It Work?
I had fun making this, so I wrote about how it was built here! Basically, the current version structures a request to Amazon Polly, a text-to-speech service, then retrieves and plays the resulting generated audio. (This also means that pronunciation is constrained by which phonemes Polly does or does not support; details about specific phonemes can be found in their documentation of supported phonemes.)
Is this your brand?
The exact fixes for IPA Reader
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ipa-reader
Cite this score: Engagemii (2026). "AEO Score for IPA Reader." Retrieved from https://engagemii.com/aeo/brands/ipa-reader
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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