AI Visibility Scorecard
StripLLM — Sanitize LLM inputs & outputs in one line of code
stripllm.com · Technology
Borderline visible. AI bots can crawl StripLLM — Sanitize LLM inputs & outputs in one line of code, 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 1 times
Claude
#2,265,831 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
12
AI Adoption
iBasic · 12/100
About StripLLM — Sanitize LLM inputs & outputs in one line of code
from stripllm.com
Sanitize LLM I/O in one line Open-source SDK to strip PII, block prompt injections, validate outputs, and audit LLM conversations.
The 6 signals AI reads
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
Weak
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
Fair
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
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.5/10, StripLLM — Sanitize LLM inputs & outputs in one line of code is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why StripLLM?
We focused on what developers actually need: fast, local, and zero-config. Feature StripLLM Lakera Rebuff DIY Regex Prompt injection detection ✓ ✓ ✓ ✗ PII redaction + rehydration ✓ ✗ ✗ ~ Output validation ✓ ✗ ✗ ✗ Runs locally (no API calls) ✓ ✗ ~ ✓ Open source ✓ MIT ✗ ✓ ✓ Sub-10ms latency ✓ ~50ms ~100ms ✓ Multi-language SDK ✓ Python only Python only ✗
Is this your brand?
The exact fixes for StripLLM — Sanitize LLM inputs & outputs in one line of code
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stripllm
Cite this score: Engagemii (2026). "AEO Score for StripLLM — Sanitize LLM inputs & outputs in one line of code." Retrieved from https://engagemii.com/aeo/brands/stripllm
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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