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AI Visibility Scorecard
LockLLM
lockllm.com · Technology
Somewhat visible. AI bots can read LockLLM, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#696,459 of 2,810,206 in Technology for AI visibility
5.3
/10
AEO Score
About LockLLM
from our crawl and measurement
LockLLM is a business whose own site puts it this way: "Secure any LLM apps and cut AI costs with real-time threat detection, smart model routing, custom policies, prompt compression and PII redaction." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure and crawler access and the files AI engines look for. It is passable on a partly stated business identity and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of sites link to it and 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.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.3/10, LockLLM has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is LockLLM?
LockLLM is a complete AI security platform for LLM applications. It detects prompt injection, hidden instructions, and unsafe inputs before requests reach your model. It also provides custom content policies for content moderation, smart routing for cost optimization, and abuse protection.
What attacks does LockLLM detect?
LockLLM detects prompt injection (direct and indirect), jailbreak attempts, instruction and policy overrides, tool abuse, RAG and document injection, obfuscated or encoded attack patterns, and personally identifiable information (PII) in prompts.
Is LockLLM model-agnostic?
Yes. LockLLM is designed as a gateway that can sit in front of any LLM provider or self-hosted model. You send prompts to one API and get a risk signal back.
What is LockX?
LockX is LockLLM’s adaptive learning and policy loop used to improve detection quality over time while keeping integration simple.
Do you have benchmarks or evaluations?
Yes. LockLLM publishes benchmark and evaluation reporting on the homepage. Our evaluations show strong results and competitive performance versus comparable prompt-guard models on similar attack suites and methodology.
Do you have a free tier?
Yes. Safe scans are always free. Active users earn free monthly credits based on usage. Only pay small fees when threats are detected ($0.0001-$0.0002) or when smart routing saves costs (5% of savings). BYOK users can control costs with their own API keys across all major providers.
How do I use LockLLM?
You can scan prompts manually in the dashboard, or protect live traffic by routing requests through the LockLLM API, SDK, or Proxy using an API key.
Do I need to retrain my model?
No. LockLLM works independently of your AI model or AI agents and does not require retraining, fine-tuning, or prompt changes.
Is this your brand?
The exact fixes for LockLLM
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lockllm
Cite this score: Engagemii (2026). "AEO Score for LockLLM." Retrieved from https://engagemii.com/aeo/brands/lockllm
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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