AI Visibility Scorecard
deliberatelyconsidered.com · Media & Entertainment
Borderline visible. AI bots can crawl Jeffrey C. Goldfarb's Deliberately Considered, 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.
AI engines read this profile 7 times
Claude · Meta AI · Perplexity
#65,076 of 1,966,383 in Media & Entertainment for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 84% of Media & Entertainment companies
5
AEO Visibility
iBorderline · 4.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"Jeffrey (Jeff) C. Goldfarb's Deliberately Considered brings scholars, experts, intellectuals, writers, and public figures together to discuss news, current events, and the important public." That is how Jeffrey C. Goldfarb's Deliberately Considered introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
On the page itself the strengths are clear: a clear heading structure. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews and 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.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
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
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.
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 4.6/10, Jeffrey C. Goldfarb's Deliberately Considered is crawlable but under-signaled - fixable, and the signals above are where to start.
Britain and the EU: In Need of a Mirror?
By Lukasz Pawlowski | No comments “We must confront and defeat the ugly stain of separatism seeping through the Union flag. […] Better an imperfect union than a broken one. Better an imperfect union than a perfect divorce. […] Together, we are stronger. […]Together, we are safer. […]Together, we are richer. […] Stronger. Safer. Richer.
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The exact fixes for Jeffrey C. Goldfarb's Deliberately Considered
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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/deliberatelyconsidered
Cite this score: Engagemii (2026). "AEO Score for Jeffrey C. Goldfarb's Deliberately Considered." Retrieved from https://engagemii.com/aeo/brands/deliberatelyconsidered
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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