AI Visibility Scorecard
botsbench.com · Technology
Borderline visible. AI bots can crawl bots, 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 2 times
Claude
#1,807,789 of 2,707,329 in Technology for AI visibility
32
AI Naming Predictability
iSometimes named · 32/100
4
AEO Visibility
iBorderline · 4.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
12
AI Adoption
iBasic · 12/100
from our crawl and measurement
bots is a business whose own site puts it this way: "bots-bench is a vendor-neutral benchmark for evaluating AI models and agents on SOC and IR investigations, starting with Splunk BOTSv3 and measured by solve rate, time under limit." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Fair
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
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.
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 4.1/10, bots is crawlable but under-signaled - fixable, and the signals above are where to start.
Could the model already know the BOTSv3 answers?
An answer-only control tests whether a model can reproduce BOTSv3 answers without using Splunk. Item review separates confirmed matches from screening signals; missing reviews remain unknown. BOTSv3 Harness Versions
Does giving a model more tries actually help?
Some setups let a model try again after a wrong answer. Extra tries can nudge the score up a little — but they burn far more time and money for that small gain. This section is flagged in red because those scores aren't a fair comparison to single-attempt runs. BOTSv3 Config Microscope
Is this your brand?
The exact fixes for bots
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for bots.
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/botsbench
Cite this score: Engagemii (2026). "AEO Score for bots." Retrieved from https://engagemii.com/aeo/brands/botsbench
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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