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.

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

25/100

Low

Sentiment Score

81/100

Score by Reach

How often this business is recommended to users across different types of conversations — from direct product queries to broader open-ended conversations where AI could recommend this company's products and services

core

adjacent

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Mighty today.

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

Current State

Visibility Landscape

A high-level view of how Mighty performs across AI platforms, broken down by strategic reach level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	27	37	20	0
Core Topics Product/service category queries	0	0	0	0
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

Lakera Guard

31 mentions

Lakera

26 mentions

LangChain

19 mentions

Rebuff

15 mentions

NVIDIA

14 mentions

NeMo Guardrails

12 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Mighty's AI visibility.

Key Findings

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.

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.

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.

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.

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

Core

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

Core

The High-Performance AI Security Architect · Principal Security Engineer

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

Core

The High-Performance AI Security Architect · Principal Security Engineer

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

Source Intelligence

Citations

The sources AI platforms cite when recommending this brand. Pendium reverse-engineers what's already proven to be catnip to AI agents, then engineers content that fills gaps and helps agents do their job — which means more citations for you.

Rebuff: Detecting Prompt Injection Attacks - LangChain Blog

blog.langchain.com

Web1 ref

Securing LLM Systems Against Prompt Injection - NVidia

developer.nvidia.com

Web1 ref

Defending the prompt: How to secure AI against injection attacks

scworld.com

Web1 ref

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

microsoft.com

Web1 ref

Protect Against Prompt Injection - IBM

ibm.com

Web1 ref

LLM Prompt Injection Prevention - OWASP Cheat Sheet Series

cheatsheetseries.owasp.org

Web1 ref

LLM01:2025 Prompt Injection - OWASP Gen AI Security Project

genai.owasp.org

Web1 ref

Defending Against Prompt Injection With a Few ...

dl.acm.org

Web1 ref

Guardrails - Docs by LangChain

docs.langchain.com

Web1 ref

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

reddit.com

Forum1 ref

Mitigating Prompt Injection Attacks with Guardrails and PromptInject

medium.com

Blog1 ref

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

tigera.io

Web1 ref

How to Prevent Prompt Injection - OffSec

offsec.com

Web1 ref

What Is a Prompt Injection Attack? [Examples & Prevention] - Palo ...

paloaltonetworks.com

Web1 ref

Securing File Uploads: A Comprehensive Guide for Developers

blog.devgenius.io

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention 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

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

Backing

Investors

Orange Fund

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned March 2, 2026.