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Build your AI visibility, prepare for Agentic search.

Brand Visibility

AI Search Analysis

Understand where, when and how your brand and products appear across AI search platforms.

Track brand and product mentions across ChatGPT, Gemini, Perplexity and more
Monitor AI rankings, Share of Voice and visibility over time
Analyze prompts, queries and user intents
Benchmark against competitors
Identify which sources and retailers influence AI answers

Brand Perception

How AI interprets your business

Go beyond mentions. Understand how AI agents perceive your brand, products and value proposition.

Analyze AI sentiment and brand reputation
Understand how AI positions your pricing, quality and differentiation
Detect emerging narratives and misinformation
Monitor perception shifts across markets
Get alerted when AI outputs become negative or inaccurate

Market Influence

AI-powered market intelligence

See how AI reshapes your category and influences buying decisions.

Map how AI defines your market and competitive landscape
Identify key decision criteria surfaced by AI
Track emerging trends and new competitors
Run AI-powered market studies at scale
Understand how users are guided from discovery to decision

Agentic Readiness

From understanding to action

Measure whether AI agents can actually operate your digital ecosystem.

Simulate agent journeys (research, compare, buy, book, contact)
Identify technical and semantic blockers
Measure agent success rates across key actions
Understand how agents interpret your content, pricing and structure
Get prioritized recommendations to make your ecosystem agent-ready

Built for the future of search

Flexible by design

Run one-shot audits, ongoing monitoring or live demos. Use MentionLab for quick insights or long-term strategy, with full flexibility across markets, queries and clients.

Experts in the loop

Work with a dedicated team of data analysts and GEO experts to turn AI signals into actionable strategy, from interpretation to execution.

Agentic readiness insights

Go beyond AI search visibility. Understand how agents perceive your business and whether they can act across your digital ecosystem.

Our solutions

Adapt your organization to the autonomous agent economy. Every team gets the tools to measure, understand and optimize their presence in AI systems.

Track how AI search engines surface your brand across ChatGPT, Gemini and Perplexity. Identify content gaps, monitor Share of Voice, and get actionable recommendations to improve both AI discoverability and agent operability.

Understand what AI recommends and why. Discover which queries and topics AI surfaces in your category, see which content gets cited, and optimize for AI interpretation and agent consumption.

Monitor how AI presents your brand across markets. Track sentiment, detect misinformation early, identify which media sources influence AI responses, and receive alerts when outputs become inaccurate.

Turn AI into a continuous intelligence engine. Map how AI defines your competitive landscape, identify decision criteria, track emerging trends, and run large-scale prompt studies across personas and regions.

Ensure products are visible, understood and purchasable by AI agents. Monitor product visibility in AI shopping answers, simulate agent purchase journeys, and identify blockers in checkout flows.

Understand how AI agents interact with your infrastructure and identify blockers preventing autonomous actions. Simulate agent journeys across key flows, detect technical barriers like JavaScript dependencies or blocked paths, assess semantic readiness, and measure success rates to improve agent operability.

Agencies

Turn AI search into a service offering for your clients. One platform to manage multiple clients, run visibility audits and agent simulations at scale, and deliver actionable insights. Free demo credits, dedicated environments, full training, and co-selling support included.

Engines available on MentionLab

Ready to own your AI presence?

From search visibility to agent operability, understand how AI systems discover, interpret and interact with your brand.

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