AI Visibility Scorecard
AI Research Hub · LLM Benchmarks, Papers, Methods, Pricing & Compute
benjaminbolte.com · Technology
Borderline visible. AI bots can crawl AI Research Hub · LLM Benchmarks, Papers, Methods, Pricing & Compute, 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 8 times
Claude · ChatGPT · Apple Intelligence
#860,028 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
4
AI Adoption
iBasic · 4/100
About AI Research Hub · LLM Benchmarks, Papers, Methods, Pricing & Compute
from our crawl and measurement
AI Research Hub · LLM Benchmarks, Papers, Methods, Pricing & Compute is a business whose own site puts it this way: "Track everything AI · models, agents, pricing, companies, and market trends." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (Organization, WebSite, CollectionPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 7 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
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
Good
Forum and community discussion.
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 4.2/10, AI Research Hub · LLM Benchmarks, Papers, Methods, Pricing & Compute is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What does BenchGecko Research cover?
It covers model rankings, LLM benchmark evidence, API pricing, compute infrastructure, company data, and mindshare signals. Each section links to the relevant BenchGecko page for the details.
How fresh is the data?
The page uses the current BenchGecko dataset shown at the top of the page. Model, provider, benchmark, pricing, compute, and mindshare data are refreshed through the BenchGecko data pipeline.
Why does BenchGecko track benchmark sources?
Benchmark pages, papers, model releases, and open projects are the evidence behind capability claims. BenchGecko keeps that evidence close to the model, price, provider, and compute data it affects.
How should researchers cite BenchGecko?
Link to the specific model, benchmark, pricing, compute, or methodology page when possible. Use this page when citing the full research index rather than one record.
Is this your brand?
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on October 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/benjaminbolte
Cite this score: Engagemii (2026). "AEO Score for AI Research Hub · LLM Benchmarks, Papers, Methods, Pricing & Compute." Retrieved from https://engagemii.com/aeo/brands/benjaminbolte
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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