Pendium
Stilta
Stilta
Visibility46
Vibe92
Businesses/Legal Technology/Stilta
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 TechnologyYC25-26
AI Visibility Score
46/100

Moderate

Sentiment Score
92/100
AI Perception

Summary

Stilta has established a commanding presence among Enterprise IP Portfolio Directors, achieving a near-perfect 1.4 average position that signals deep authority within high-level strategic patent management. While the brand dominates specific deep-dive invalidity and natural language search queries on Claude and Gemini, it faces a critical visibility vacuum in Google's AI Overviews where it currently holds 0% market share.

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

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.

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
Agent Breakdown

AI Platforms

How often do different AI platforms reference Stilta?

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Conversation Analysis

Topics

What conversations is Stilta included in — or excluded from?

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Buyer Personas

Personas

Who does each AI platform recommend Stilta 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.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI 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

ChatGPTChatGPT
1.Google Patents
2.The Lens
3.Espacenet
4.WIPO PATENTSCOPE
5.PatSnap

+11 more

ClaudeClaude
1.LexisNexis PatentSight
2.Clarivate Derwent Innovation
3.TurboPatent
GeminiGemini
1.Google Patents
2.PQAI
3.Patent Quality Artificial Intelligence
4.The Lens
5.Amplified

+5 more

AI OverviewsAI Overviews
1.EBSCO
2.Perplexity Patents
3.Google Patents
4.PQAI
5.Patlytics

+2 more

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

2/3 platforms mentioned

ClaudeClaude
1.Clarivate InCites
2.Derwent Innovation
3.Stilta
4.LexisNexis PatentAdvisor
5.Patent Lens

+3 more

GeminiGemini
1.Amplified
2.Treelion
3.NLPatent
4.GPT-4
5.Patsnap
7.Stilta

+4 more

AI OverviewsAI Overviews
1.Patlytics
2.IPRally
3.Patsnap
4.Prior Art Finder AI
5.XLSCOUT

+5 more

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

1/4 platforms mentioned

ChatGPTChatGPT
1.Clarivate
2.Derwent Innovation
3.Cortellis
4.Dimensions
5.Digital Science

+11 more

ClaudeClaude
1.Clarivate
2.InCites
3.DerwentInnovation Suite
4.Stilta
5.LexisNexis

+8 more

GeminiGemini
1.CAS SciFinder-n
2.Clarivate
3.Derwent Innovation
4.Web of Science
5.PatSnap

+10 more

AI OverviewsAI Overviews
1.Cypris
2.PatSnap
3.The Lens
4.Derwent Innovation
5.Clarivate

+5 more

Proactive Infringement & Portfolio Strategy(1 query)

“how can i automate monitoring my competitors for potential patent infringement?”

0/4 platforms mentioned

ChatGPTChatGPT
1.Lens.org
2.PatSnap
3.Derwent
4.Elasticsearch
5.Opensearch

+22 more

ClaudeClaude
1.Google Patents Alert
2.LexisNexis PatentAdvisor
3.Clarivate Derwent Innovation
4.Python
5.PACER

+2 more

GeminiGemini
1.PatSnap
2.Clarivate
3.Derwent Innovation
4.LexisNexis PatentSight
5.Ambercite

+15 more

AI OverviewsAI Overviews
1.Patsnap
2.Patsnap Eureka
3.Patlytics
4.XLSCOUT ClaimChart LLM
5.IPRally

+6 more

IP Intelligence Platform Evaluation(1 query)

“who are the top-rated providers for ai-powered patent analytics currently?”

0/4 platforms mentioned

ChatGPTChatGPT
1.Clarivate
2.Derwent Innovation
3.Clarivate IP Analytics
4.PatSnap
5.Questel

+18 more

ClaudeClaude
1.LexisNexis PatentSight
2.Clarivate Derwent Analytics
3.Questel Orbit
4.Patsnap
5.Anaqua

+4 more

GeminiGemini
1.LexisNexis
2.PatentSight
3.PatSnap
4.Hiro
5.Clarivate

+11 more

AI OverviewsAI Overviews
1.Cypris AI
2.Cypris
3.PatSnap
4.Eureka
5.LexisNexis PatentSight

+8 more

Analysis

Key Insights

What AI visibility analysis reveals about this brand

Strength

Dominant authority on Claude with a 75% mention rate and a high-intent average position of 2.7.

Strength

Top-tier performance for 'Enterprise IP Portfolio Director' personas, where the brand consistently outranks legacy competitors with a 1.4 average position.

Strength

High visibility in technical search queries, specifically 'efficiency in patent search' and 'deep dive invalidity' where it frequently secures the #1 or #2 spot on both Claude and Gemini.

Gap

Complete absence from Google AI Overviews across all tested queries, representing a significant loss of top-of-funnel traffic.

Gap

Mixed sentiment on Claude suggests that while the brand is mentioned frequently, the context lacks the consistent positive reinforcement seen on ChatGPT and Gemini.

Gap

Underperformance in 'Proactive Infringement & Portfolio Strategy' topics, failing to capture the narrative around automated competitor monitoring.

Opportunity

Leverage the brand's success in 'Efficiency' queries to capture the 'Patent Associate' persona, which currently lags behind the Portfolio Director segment.

Opportunity

Bridge the gap into AI Overviews by optimizing technical documentation and white papers to match the authoritative style favored by Google's generative engine.

Opportunity

Expand the brand narrative beyond search into 'monitoring and automation' to challenge PatSnap’s lead in broader IP intelligence queries.

Technical Health

Site Health for AI Visibility

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

83/100
13 passed 4 warnings 2 issues
Audited 2/27/2026
Crawlability83

Can AI bots find your pages?

Technical96

SSL, mobile, doctype basics

On-Page SEO71

Titles, descriptions, headings

Content Quality60

Word count, depth, freshness

Schema Markup85

Structured data for AI comprehension

Social & OG100

Open Graph, Twitter cards

AI Readability100

How well AI can parse your content

Critical Issues

!

Page has no H1 heading

Add a single H1 tag as the main page heading.

!

Content is too thin

Expand your content to at least 300-500 words with valuable information.

Warnings

!

No robots.txt file found

Create a robots.txt file at your domain root. Optional but recommended.

!

1 render-blocking resource(s) detected

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

!

Title is too short (6 characters)

Expand the title to 50-60 characters with descriptive keywords.

!

Meta description is too short (14 characters)

Expand the description to 150-160 characters with a clear value proposition.

!

Few headings on page

Add more H2 and H3 headings to organize content into sections.

+ 1 more warnings

Want a full technical audit with AI-specific recommendations?

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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

Competitive Landscape

Related Ecosystem

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

1PatSnap39 mentions
2Stilta21 mentions
3Clarivate19 mentions
4Google Patents18 mentions
5Derwent Innovation18 mentions
6IPRally11 mentions
7Anaqua11 mentions
8PatSeer10 mentions
9Patlytics9 mentions
10Lens.org9 mentions
11The Lens8 mentions
Source Intelligence

Citations

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

Google Patents

https://patents.google.com/

Referenced in 1 query

Review
The Lens

https://www.lens.org/

Referenced in 1 query

Review
Espacenet

https://worldwide.espacenet.com/

Referenced in 1 query

Review
WIPO PATENTSCOPE

https://patentscope.wipo.int/

Referenced in 1 query

Review
Best Practices for Using Natural Language Search

https://support.nlpatent.com/article/21-best-practices-for-natural-language-search

Referenced in 1 query

Review
How to Use AI for Patent Search: Step-by-Step - Patlytics

https://www.patlytics.ai/blog/how-to-ai-patent-search

Referenced in 1 query

Review
How to Use AI for Patent Search: Step-by-Step - Lexology

https://www.lexology.com/library/detail.aspx?g=d76a0f91-eca5-4562-a979-5d7f49ece27f

Referenced in 1 query

Review
Perplexity's new AI tool lets you search patents with natural language

https://www.zdnet.com/article/perplexitys-new-ai-tool-lets-you-search-patents-with-natural-language-and-its-free/

Referenced in 1 query

Review
AI Patent Search: The Ultimate Guide - Patlytics

https://www.patlytics.ai/blog/ai-patent-search

Referenced in 2 queries

Review
Which AI Patent Tools Actually Work Well in 2025? - Patsnap

https://www.patsnap.com/resources/blog/articles/ai-patent-tools-that-work-2025/

Referenced in 3 queries

Review
A Kick Start to Patentability Searches - NLPatent Knowledge Base

https://support.nlpatent.com/article/18-conducting-patentability-searches

Referenced in 1 query

Review
Natural Language Search - EBSCO Information Services

https://about.ebsco.com/artificial-intelligence/products/natural-language-search

Referenced in 1 query

Review
Content Engineering

Recommended Actions

!

Execute an AI Overview-specific SEO strategy targeting Google's 'Search Generative Experience'.

Despite strong LLM performance, a 0% mention rate in AI Overviews means Stilta is invisible to users relying on Google's integrated AI for tool discovery.

Impact: High
!

Develop and distribute high-authority content focused on 'Automated Competitor Monitoring' and 'Infringement Strategy'.

Stilta missed key mentions in these categories; capturing this intent is essential to disrupting PatSnap's current dominance in the broader IP intelligence space.

Impact: High
~

Address the 'Mixed Sentiment' on Claude by seeding technical documentation that highlights reliability and enterprise-grade security.

Claude is Stilta's strongest platform by volume, but sentiment inconsistencies can deter high-stakes IP partners who prioritize accuracy and safety.

Impact: Medium
~

Pivot marketing messaging to specifically target the 'Efficiency-Driven Patent Associate' persona.

With a 67% mention rate but a lower average position (4.5), there is a clear opportunity to move from a 'suggested tool' to the 'primary recommendation' for tactical users.

Impact: Medium

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Backing

Investors

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Data generated by Pendium.ai AI visibility scanning. Last scanned February 27, 2026.

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