AI Visibility Scorecard
hallidaysutherland.com · Healthcare
Somewhat visible. AI bots can read Halliday Sutherland, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Apple Intelligence · Claude
#20,679 of 923,103 in Healthcare for AI visibility
6
AEO Visibility
iVisible · 6.4/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Questions and answers about the book *Exterminating Poverty*, Dr Halliday Sutherland’s fight against eugenics, and the Stopes v. Sutherland trial." That is how Halliday Sutherland introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (BreadcrumbList, FAQPage, Person), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including Applebot (Siri) and Meta AI.
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 6.4/10, Halliday Sutherland has a working base to build on - fixable, and the signals above are where to start.
Did Marie Stopes promote birth control solely because she wanted to help poor women?
No. Her Mothers’ Clinic was also a eugenic project. It was "just as much the aim of Constructive Birth Control to secure conception to those married people who are healthy, childless, and desire children, as it is to furnish security from conception to those who are racially diseased, already overburdened with children, or in any specific way unfitted for parenthood." "Racial diseases" included Consumption and "unfitted for parenthood" included the risk of unemployment.
Was Dr Sutherland motivated only by his Catholic faith?
No. Sutherland began to oppose eugenics long before he became a Catholic because it conflicted with his medical work on tuberculosis. In Consumption: Its Cause and Cure, he identified eugenicists as the main obstacle to preventing the disease, sevearl years before his conversion. It is likely that Sutherland was attracted to Catholicism because of its longstanding opposition to eugenics.
What was the Stopes v Sutherland libel trial of 1923 all about?
In his 1922 book Birth Control: A Statement of Christian Doctrine Against the Neo-Malthusians, Sutherland attacked her clinic as "Exposing the Poor to Experiment". She sued him for libel and he was arraigned in the High Court in February 1923.
Did Marie Stopes win her case against Halliday Sutherland?
No. Dr Sutherland and his co-defendant, publishers Harding & More, won in the High Court. Stopes appealed and the Court of Appeal ruled (2 to 1) in her favour in July 1923, awarding her damages of £100. Sutherland then appealed to the House of Lords, then Britain's highest court, and won conclusively in November 1924 (4 to 1). Costs were awarded to Sutherland.
Why does the case still matter today?
Eugenics is alive and well today, though it is being achieved by stealth and obfuscatory language. The technology available is vastly superior to that available at the beginning of the Twentieth Century. While the language has changed, the agenda has not, and the plain-speaking of the eugenists of the 1920s reveal the dark heart of modern eugenics.
Where can I see the original documents evidence?
The primary documents are available on this site, including The Soil and the Seed in Tuberculosis (1912), Consumption: Its Cause and Cure (1917), and Stopes’ Tenets of the CBC (1921).
Where can I learn more about Stopes v Sutherland 1923?
The full story is told in the book "Exterminating Poverty: The true story of the eugenic plan to get rid of the poor, and the Scottish doctor who fought against it." Drawing on original sources, it explains the 1923 trial between Marie Stopes and Dr Halliday Sutherland and the wider social context. You can access a copy is in the Wellcome Institute Library in London.
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hallidaysutherland
Cite this score: Engagemii (2026). "AEO Score for Halliday Sutherland." Retrieved from https://engagemii.com/aeo/brands/hallidaysutherland
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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