What does "AI visibility" mean for my business?

When someone asks ChatGPT, Claude, or Gemini "what is the best..." or "where can I find...", AI gives specific recommendations. AI visibility is a measure of how often — and how positively — these AI platforms mention your business. It's the new version of being on the first page of Google, except now there are no pages — just one answer.

Which AI platforms do you monitor?

Pendium monitors ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, and Google AI Overviews — seven major AI platforms that consumers use to research local services. We run real queries that your customers actually ask and analyze the responses for mentions of your business, competitors, and industry topics.

How does Pendium improve my visibility?

Three ways. First, we identify the exact queries and topics where you're invisible. Second, we generate AI-optimized content — articles, guides, social posts — designed to help AI agents understand your business and recommend your services to the right people. Third, we continuously monitor to track improvement and find new opportunities. Most clients see measurable improvement within 60 days.

How long until I see results?

You'll get your first visibility report within minutes of signing up. Actual visibility improvement varies, but our clients typically see a 47% average improvement within 60 days. Some see results faster — it depends on your current online presence and how competitive your local market is.

Do I need to be technical to use this?

Not at all. Enter your website URL and Pendium handles everything: scanning AI platforms, analyzing your visibility, generating content, and tracking improvement. The dashboard is designed for business owners, not engineers. If you can check your email, you can use Pendium.

What makes this different from SEO?

Traditional SEO optimizes for Google's search rankings — blue links on a results page. AI visibility is different: AI doesn't show links, it gives direct answers. Even if you rank #1 on Google, ChatGPT might recommend a competitor. Pendium optimizes for the new paradigm — making sure AI platforms know about, trust, and recommend your business.

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Mighty

Visibility19

Vibe81

Businesses/Cybersecurity/Mighty

AI Visibility & Sentiment

Mighty

Mighty is an AI security company that provides real-time protection against prompt injection attacks, visual exploits, and multimodal threats targeting AI systems. Their API-based solution continuously learns new attack patterns to protect AI models from evolving security threats.

Active Monitoring

ninesuns.io

Cybersecurity Startups

AI Visibility Score

19/100

Invisible

Sentiment Score

81/100

AI Perception

Summary

Mighty has successfully captured the attention of rapid-growth startup founders, but remains dangerously invisible to the enterprise CISOs and architects who control major security budgets. While the brand commands an impressive number-one ranking in Claude for specific agent security queries, this authority is siloed and fails to translate to Google's AI Overviews or critical multimodal threat discussions.

Value Proposition

A continuously-learning AI security layer that catches multimodal attacks (images, PDFs, tool calls, text) in under 50ms with a single API call, protecting AI models from threats they weren't trained to recognize.

Overview

Mission

Your model handles the thinking. Mighty handles the threats.

Products & Services

AI security API for prompt injection detectionMultimodal threat scanning (images, PDFs, tools, text)Text Guard open-source protectionReal-time attack pattern learningDrop-in security integration

Agent Breakdown

AI Platforms

How often do different AI platforms reference Mighty?

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Conversation Analysis

Topics

What conversations is Mighty included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Mighty to, and when?

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Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPT

Claude

Gemini

AI Overviews

Secure AI Agent Development(3 queries)

“how do i stop prompt injection in my new langchain chatbot”

0/4 platforms mentioned

ChatGPT

1.LangChain

2.PydanticOutputParser

3.StructuredOutputParser

4.OpenAI Moderation API

5.Cohere

+9 more

Claude

1.LangChain

2.Pydantic

3.LangSmith

4.LangChain Expression Language (LCEL)

5.Guardrails AI

+3 more

Gemini

1.LangChain

2.NeMo Guardrails

3.NVIDIA

4.Guardrails AI

5.Rebuff

+8 more

AI Overviews

1.LangChain

2.IBM

3.Rebuff

4.Guardrails AI

5.Azure AI Content Safety

+3 more

“what tools should i use to secure a gpt-4 powered customer service agent”

0/4 platforms mentioned

ChatGPT

1.Envoy

2.Kong Gateway

3.AWS API Gateway

4.Open Policy Agent

5.Microsoft Presidio

+21 more

Claude

1.Lakera Guard

2.Prompt Armor

3.OpenAI Moderation API

4.Arthur AI

5.Whylabs

+4 more

Gemini

1.GPT-4

2.Lakera

3.Prompt Armor

4.Pillar Security

5.Lakera Guard

+8 more

AI Overviews

1.Lakera AI Security

2.Lakera Guard

3.LLM Guard

4.Garak

5.Rebuff

+6 more

“best ways to protect an ai assistant from jailbreaking attacks, any specific apis?”

0/3 platforms mentioned

Claude

1.Lakera Guard API

2.Prompt Armor

3.OpenAI Moderation API

4.Promptfoo

5.LLM Guard

+3 more

Gemini

1.Lakera

2.Prompt Armor

3.Lakera Guard

4.Azure AI Content Safety

5.NVIDIA NeMo Guardrails

+2 more

AI Overviews

1.Amazon Web Services (AWS)

2.Python

Multimodal Threat Defense(2 queries)

“my ai app processes user uploaded images and pdfs, how do i scan them for security threats”

0/4 platforms mentioned

ChatGPT

1.VirusTotal

2.OPSWAT MetaDefender

3.ReversingLabs

4.ClamAV

5.pdfid

+27 more

Claude

1.ClamAV

2.VirusTotal API

3.Metadefender

4.pdf-parser

5.pdfid

+2 more

Gemini

1.VirusTotal API

2.Cloudmersive Virus Scan API

3.OPSWAT MetaDefender

4.Scanii

5.AWS S3 VirusScan

+16 more

AI Overviews

1.ClamAV

2.AWS

3.Azure

4.GCP

5.Microsoft Defender for Storage

+4 more

“are there any tools that catch multimodal ai exploits in real time”

0/4 platforms mentioned

ChatGPT

1.Lakera

2.Prompt Armor

3.Sensity

4.Truepic

5.Serelay

+15 more

Claude

1.Lakera Guard

2.Prompt Armor

3.Rebuff.ai

4.Hugging Face

5.CLIP

+1 more

Gemini

1.Lakera Guard

2.Lakera

3.GPT-4o

4.Claude 3.5 Sonnet

5.HiddenLayer

+7 more

AI Overviews

1.Straiker

2.Defend AI

3.Enkrypt AI

4.Pillar Security

5.Lakera

+7 more

Evaluating AI Security Providers(1 query)

“most trusted ai security companies for enterprise llm deployments”

0/4 platforms mentioned

ChatGPT

1.Conjecture

2.Robust Intelligence

3.HackerOne

4.Bugcrowd

5.Arize AI

+45 more

Claude

1.Lakera

2.Garak

3.Outlines

4.Robust Intelligence

5.Scale AI

+8 more

Gemini

1.HiddenLayer

2.Robust Intelligence

3.Protect AI

4.Guardian

5.Radar

+16 more

AI Overviews

1.Lasso Security

2.Protect AI

3.Lakera

4.Lakera Guard

5.HiddenLayer

+11 more

Developer Efficiency And Open Source Protection(1 query)

“recommend an open source library for llm text guarding”

0/4 platforms mentioned

ChatGPT

1.Guardrails

2.Detoxify

3.Hugging Face Transformers

4.Hugging Face

5.Better-Profanity

+9 more

Claude

1.Guardrails AI

2.Hugging Face

3.NVIDIA NeMo Guardrails

4.NVIDIA

5.LangChain

+1 more

Gemini

1.Guardrails AI

2.NeMo Guardrails

3.NVIDIA

4.LangKit

5.WhyLabs

+6 more

AI Overviews

1.LLM Guard

2.Protect AI

3.Guardrails AI

4.NeMo Guardrails

5.NVIDIA

+4 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Exceptional performance on Claude with an average position of 2.8, indicating high model-specific trust for agent security topics.

Strength

Strong resonance with the 'Rapid-Growth AI Startup Founder' persona, achieving a 45% mention rate.

Strength

Competitive positioning in 'Secure AI Agent Development' queries, occasionally outranking industry giants in ChatGPT and Claude.

Gap

Total absence (0% visibility) from AI Overviews, a critical discovery channel for enterprise buyers.

Gap

Complete lack of mentions for the 'High-Performance AI Security Architect' and 'Governance-Focused Enterprise CISO' personas.

Gap

Failure to appear in any 'Multimodal Threat Defense' queries, leaving the conversation about image and PDF security entirely to competitors like Lakera.

Opportunity

Capitalize on Claude's high ranking by expanding technical documentation that links 'Secure AI Agents' to broader enterprise governance frameworks.

Opportunity

Bridge the 'Multimodal' gap by publishing research on PDF and image-based prompt injection to capture traffic currently owned by NVIDIA and Lakera.

Opportunity

Pivot content strategy to include structured data and list-based comparisons to break into Google's AI Overviews for 'trusted ai security companies' queries.

Technical Health

Site Health for AI Visibility

How well Mighty's website is optimized for AI agent discovery and comprehension.

93/100

19 passed 2 warnings

Audited 3/2/2026

Crawlability100

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO98

Titles, descriptions, headings

Content Quality73

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability60

How well AI can parse your content

Warnings

2 render-blocking resource(s) detected

Consider deferring or async-loading non-critical scripts and stylesheets.

Meta description may be truncated (173 characters)

Shorten to under 160 characters.

Content may be too short

Expand your content to at least 500 words with valuable information.

Want a full technical audit with AI-specific recommendations?

Run a free visibility scan

Brand Identity

Brand Voice & Style

How AI perceives Mighty's communication style and personality

Mighty communicates with a confident, technically-savvy voice that balances urgency about AI security threats with accessible explanations. The tone is direct and punchy, using short sentences and clear examples to make complex security concepts understandable. There's a subtle superhero motif (the name 'Mighty', shield imagery) that adds personality without being cheesy. The brand speaks developer-to-developer, avoiding corporate jargon while maintaining credibility through specific technical details like latency numbers and pricing transparency.

Core Tone Traits

Direct & Punchy

Short, impactful sentences that get to the point quickly without fluff

Technically Credible

Uses specific metrics, code examples, and real attack scenarios to build trust

Urgently Protective

Creates appropriate concern about threats while positioning as the solution

Developer-Friendly

Speaks the language of engineers with clear documentation-style communication

Competitive Landscape

Related Ecosystem

Related products and services that AI mentions in conversations alongside or instead of Mighty

Lakera Guard31 mentions

Lakera26 mentions

LangChain19 mentions

Rebuff15 mentions

NVIDIA14 mentions

NeMo Guardrails12 mentions

Prompt Armor12 mentions

GPT-411 mentions

Vercel11 mentions

Guardrails AI10 mentions

Mighty9 mentions

Source Intelligence

Citations

Sources that AI assistants cite. Getting featured here improves visibility.

Rebuff: Detecting Prompt Injection Attacks - LangChain Blog

https://blog.langchain.com/rebuff/

Referenced in 1 query

Review

Securing LLM Systems Against Prompt Injection - NVidia

https://developer.nvidia.com/blog/securing-llm-systems-against-prompt-injection/

Referenced in 1 query

Review

Defending the prompt: How to secure AI against injection attacks

https://www.scworld.com/feature/defending-the-prompt-how-to-secure-ai-against-injection-attacks

Referenced in 1 query

Review

how-microsoft-defends-against-indirect-prompt-injection-attacks

https://www.microsoft.com/en-us/msrc/blog/2025/07/how-microsoft-defends-against-indirect-prompt-injection-attacks

Referenced in 1 query

Review

Protect Against Prompt Injection - IBM

https://www.ibm.com/think/insights/prevent-prompt-injection

Referenced in 2 queries

Review

LLM Prompt Injection Prevention - OWASP Cheat Sheet Series

https://cheatsheetseries.owasp.org/cheatsheets/LLM_Prompt_Injection_Prevention_Cheat_Sheet.html

Referenced in 2 queries

Review

LLM01:2025 Prompt Injection - OWASP Gen AI Security Project

https://genai.owasp.org/llmrisk/llm01-prompt-injection/

Referenced in 1 query

Review

Defending Against Prompt Injection With a Few ...

https://dl.acm.org/doi/10.1145/3733799.3762982

Referenced in 1 query

Review

Guardrails - Docs by LangChain

https://docs.langchain.com/oss/python/langchain/guardrails

Referenced in 1 query

Review

A more robust way to think about defending against Prompt ...

https://www.reddit.com/r/cybersecurity/comments/1m0afun/a_more_robust_way_to_think_about_defending/

Referenced in 1 query

Join Discussion

Mitigating Prompt Injection Attacks with Guardrails and PromptInject

https://medium.com/@jimmywanggenai/mitigating-prompt-injection-attacks-with-guardrails-and-promptinject-a939348538e2

Referenced in 1 query

Review

Prompt Injection: Impact, How It Works & 4 Defense Measures - Tigera

https://www.tigera.io/learn/guides/llm-security/prompt-injection/

Referenced in 1 query

Review

Content Engineering

Recommended Actions

Develop and index structured content targeting 'Multimodal Threat Defense' and 'LLM Text Guarding'.

Mighty is currently invisible in these categories, allowing competitors like Rebuff and Lakera to define the technical standards for the industry.

Impact: High

Execute a technical SEO campaign specifically designed for AI Overview citations, focusing on 'enterprise LLM deployment' terms.

A 0% mention rate in Google's AI-driven search results prevents Mighty from entering the consideration set during the early research phase of the buyer journey.

Impact: High

Create high-authority white papers or documentation tailored to the 'Enterprise CISO' persona, emphasizing compliance and governance.

Mighty has 0% visibility with this crucial stakeholder group; visibility here is mandatory for moving beyond the startup market into lucrative enterprise contracts.

Impact: Medium

Strengthen the association between Mighty and 'Secure AI Agent Development' across Gemini and ChatGPT through strategic PR and backlink building.

Mighty shows sporadic high rankings (e.g., pos #2 and #3) on Claude and ChatGPT, suggesting that a concerted effort could solidify these into permanent top-tier positions.

Impact: Medium

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