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AI Visibility Scorecard
AI Research Hub · LLM Benchmarks, Papers, Methods, Pricing & Compute
benjaminbolte.com · Technology
At 2.5/10, AI Research Hub · LLM Benchmarks, Papers, Methods, Pricing & Compute is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 3 times
ChatGPT · Claude
#2,431,422 of 2,637,468 in Technology for AI visibility
2.5
/10
AEO Score
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: "Search BenchGecko research notes, methodology pages, benchmark sources, AI model rankings, LLM evaluation data, API pricing, compute signals, and company intelligence." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places, missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
AI crawlers have visited the site 3 times in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
0
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
1
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
0
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
2
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
6
Forum and community discussion.
Social Mentions
0
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 2.5/10, 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?
The exact fixes for AI Research Hub · LLM Benchmarks, Papers, Methods, Pricing & Compute
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for AI Research Hub · LLM Benchmarks, Papers, Methods, Pricing & Compute.
Source & Attribution
Scored by Engagemii on May 29, 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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