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.

Pricing

Get a demo

Stilta

Visibility34

Vibe89

Businesses/Legal Technology/Stilta

AI Visibility & Sentiment

Stilta

Stilta is an AI-powered patent analysis platform designed for IP attorneys and legal teams at leading companies. The platform uses domain-specific AI agents to automate high-stakes patent work including prior art searches, infringement monitoring, invalidity analysis, and portfolio assessment with transparent, traceable outputs.

Active Monitoring

stilta.com

Legal Technology YC25-26

AI Visibility Score

34/100

Low

Sentiment Score

89/100

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Stilta today.

Stilta currently suffers from a brand identity paradox where AI models clearly recognize the company in a vacuum but consistently omit it when users ask for functional, high-stakes patent analysis tools. While Stilta holds a strong foothold with efficiency-minded associates, it is failing to capture the narrative of industry leaders who are actively searching for sophisticated invalidity search and competitor monitoring solutions.

Value Proposition

Domain-specific AI agents that reason through patent analysis methodically with evidence and transparency, enabling IP professionals to amplify their expertise while maintaining the explainability and trust required for high-stakes legal work.

Overview

Mission

Your expertise. Amplified by AI agents.

Products & Services

Infringement Monitoring - automated competitor product and disclosure monitoring with claim mappingInvalidity Analysis - AI-powered prior art search across 200M+ patents and scientific literaturePortfolio Assessment - legal defensibility, economic value, and competitive position analysisNatural Language Patent Search - plain language queries without Boolean logicCustom IP Workflows - configurable analysis flows with team collaboration

Current State

Visibility Landscape

A high-level view of how Stilta 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	35	41	46	0
Core Topics Product/service category queries	—	—	—	—
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

PatSnap

30 mentions

IPRally

19 mentions

Patlytics

18 mentions

Cypris

18 mentions

Google Patents

15 mentions

Lens.org

13 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High recognition for core brand identity across all major LLMs including ChatGPT, Claude, and Gemini

Strength

Strong traction with the Efficiency-Driven Patent Associate persona, who frequently encounter the brand during tool discovery

Strength

Successful visibility in specific search query clusters related to deep-dive invalidity research and automated monitoring

Recommended Actions

Publish an authoritative 'Ultimate Guide to AI-Powered Invalidity Searches' featuring detailed case studies

Data shows users are actively asking for deep-dive invalidity tool recommendations, and this format allows the brand to naturally insert its capabilities as the standard-bearer for the task.

Develop a thought-leadership series: 'The Senior Partner's Guide to AI-Driven Portfolio Strategy'

The current persona gap shows Stilta is missing from the decision-making process of Senior IP Partners; this series directly targets their specific pain points in monitoring and portfolio risk.

Create a 'Stilta vs. Traditional Patent Analytics' comparison whitepaper

Competitors dominate the 'best software' lists because they own the comparison narrative; creating direct, high-value comparisons will force the brand into the consideration set of users looking for alternatives to incumbents like PatSnap.

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

Efficiency In Patent Search & Invalidity Analysis(3 queries)

“is there a way to search patents using normal sentences instead of complex boolean logic?”

0/4 platforms mentioned

Core

ChatGPT

1.Google Patents

2.Lens.org

3.Derwent

4.Espacenet

5.PatentsView

Claude

1.USPTO Patent Full-Text and Image Database

2.Espacenet

3.LensIP

4.PatSnap

5.Derwent Innovation

Gemini

1.Perplexity Patents

2.Patlytics

3.Patsnap

4.PatSeer

5.PQAI

+3 more

AI Overviews

1.PQAI

2.Lens.org

3.PatSeer

“recommend some ai tools for doing a deep dive invalidity search on a new patent”

1/4 platforms mentioned

Core

The High-Stakes Senior IP Partner · Senior Partner

ChatGPT

1.Google Patents

2.Clarivate Innovation (Derwent, World Patents Index)

3.Lexis+ (LexisNexis Patent)

4.Darts-ip

5.PatentSight

+6 more

Claude

1.Patlytics

2.DeepIP

3.XLSCOUT Invalidator LLM

4.IPRally

5.Ambercite

Gemini

1.PatSnap

2.Questel Orbit Intelligence

3.CPA Global

4.Clarivate

5.Stilta

+3 more

AI Overviews

1.Patlytics

2.DeepIP

3.IPRally

4.XLScout (Invalidator LLM)

5.Patsnap (Eureka IP)

+5 more

“best software for searching both patents and scientific literature in one place”

0/4 platforms mentioned

Core

The High-Stakes Senior IP Partner · Senior Partner

ChatGPT

1.The Lens

2.PATENTSCOPE

3.Clarivate (Clarivate Web of Science)

Claude

1.Cypris

2.Clarivate (Derwent Innovation, DWPI)

3.The Lens

Gemini

1.PatSnap

2.Orbit Intelligence

3.Clarivate (Derwent Innovation)

AI Overviews

1.Cypris

2.PatSnap

3.Derwent Innovation

4.Clarivate (Derwent World Patents Index, Web of Science)

5.The Lens

+1 more

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.

Lens.org

lens.org

Web1 ref

Google Patents

patents.google.com

Web1 ref

Espacenet

espacenet.com

Web1 ref

LensIP

lens.org

Web1 ref

Ai Patent Search

patlytics.ai

Web1 ref

Ai Powered Patent Searches

inventorsdigest.com

Web1 ref

Introducing Perplexity Patents

perplexity.ai

Web1 ref

Perplexitys New Ai Tool Lets You Search Patents With Natural Language And Its Free

zdnet.com

Web1 ref

Best Ai Patent Search Tools

patsnap.com

Web1 ref

patseer.com

Web1 ref

Pqai Free Ai Patent Search

parolaanalytics.com

Web1 ref

Patent Finder Tools How To Search For Patents Effectively

lumenci.com

Web1 ref

iprally.com

Web1 ref

Top 8 Competitor Patent Monitoring Tools for IP Teams (2025)

patsnap.com

Web1 ref

Top Tools for Patent Portfolio Management in 2024 | PatentPC

patentpc.com

Web1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Stilta.

PatSnap30 mentions

IPRally19 mentions

Patlytics18 mentions

Cypris18 mentions

Stilta18 mentions

Google Patents15 mentions

Lens.org13 mentions

Clarivate (Derwent Innovation)13 mentions

The Lens11 mentions

NLPatent10 mentions

PatSeer9 mentions

Brand Identity

Brand Voice & Style

How AI perceives Stilta's communication style and personality

Stilta communicates with confident expertise rooted in deep domain knowledge of both AI technology and patent law. The voice is professional and authoritative without being stuffy, acknowledging the high-stakes nature of IP work while demonstrating how AI can enhance rather than replace human expertise. There's an emphasis on transparency, trust, and evidence-based reasoning that reflects the legal profession's standards. The tone balances technical sophistication with accessibility, making complex AI concepts understandable to legal professionals.

Core Tone Traits

Authoritative & Expert

Speaks with deep knowledge of both patent law and AI technology, backed by team credentials from McKinsey, QuantumBlack, and leading institutions

Transparent & Trustworthy

Emphasizes explainability, traceability, and evidence in every claim, reflecting the legal profession's need for defensible work

Professional yet Accessible

Maintains enterprise-grade professionalism while making technical AI concepts understandable to legal practitioners

Confident & Direct

Makes clear, bold statements about capabilities and differentiation without hedging or overselling

Backing

Investors

Y Combinator

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 28, 2026.