AI Visibility Scorecard
The IP Alchemist
ipalchemist.com · Food & Beverage
Borderline visible. AI bots can crawl The IP Alchemist, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#873,534 of 1,394,000 in Food & Beverage for AI visibility
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About The IP Alchemist
from our crawl and measurement
The IP Alchemist is a business whose own site puts it this way: "0 November 21, 2018 by IPAlchemist I went last night to the IBIL event that discussed last week’s pregabalin decision." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
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
Good
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.
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 4/10, The IP Alchemist is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
The pregabalin Supreme Court decision – what actually is the plausibility standard now?
0 November 21, 2018 by IPAlchemist I went last night to the IBIL event that discussed last week’s pregabalin decision. There was a stellar lineup in the panel, and an equally august audience in attendance. But there was a major flaw.
Legislation published for UK to join The Hague Agreement – and why did we not know who the IP Minister is?
1 January 24, 2018 by IPAlchemist I wrote yesterday that I tend to blog when I have a thought that I want to get out of my mind. Well, today I have two thoughts.
Why were the SPCs for Pregabalin allowed to lapse? I have a theory…?
1 January 19, 2018 by IPAlchemist The patent litigation on pregabalin has been one of the most important UK patent stories of this century. It has raised important questions about the scope and meaning of second medical use patents, and has led to entirely new forms of court order (the Patents Court ordering NHS England to issue instructions on the prescribing of pregabalin by brand rather than generically).
Is this your brand?
The exact fixes for The IP Alchemist
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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 October 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ipalchemist
Cite this score: Engagemii (2026). "AEO Score for The IP Alchemist." Retrieved from https://engagemii.com/aeo/brands/ipalchemist
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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