AI Visibility Scorecard
LockLLM
lockllm.com · Technology
At 2.89/10, LockLLM is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Backlinks, Domain Trust and News Mentions. That is fixable, and the signals below show where to start.
AI engines read this profile 7 times
Claude · Parallel · Apple Intelligence · Meta AI
Top 50% in Technology for AI visibility
44
AI Naming Predictability
iRarely named · 44/100
Technology average 28
Top 20% of Technology
See what's behind this score →2.89
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →75
Muse Index Score
iAI agent readiness
Transactable · 75/100
Technology average 17
See what's behind this score →4
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, though, it is barely visible: it scores 2.89 out of 10.
Our crawl found structured data on the page (Organization, WebSite, WebPage), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 7 times in our tracking, including ClaudeBot (Anthropic), ShapBot (Parallel) and Applebot (Siri).
- Company ·
- LockLLM
- Website ·
- lockllm.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
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 read your site and name it in answers. At 2.89/10, LockLLM is near-invisible to AI engines today. That is 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.
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.
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Source & Attribution
Scored by Engagemii on November 9, 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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