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What is friction AI?

Friction AI acts as a monitoring platform for artificial intelligence, tracking the interactions of generative AI assistants—like ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews—when they receive purchase-related queries about brands and their competitors. The platform assesses factors such as brand recognition, visibility, consumer sentiment, and recommendation rates on a daily and weekly basis, while also disclosing the citations, sources, and references to rivals that influence these metrics. Companies utilize Friction AI to gain insights into why AI assistants may prefer competitors during shopping, comparison, and essential category inquiries, thus allowing them to conduct systematic experiments to address these challenges. Furthermore, the insights derived from Friction AI not only help brands to adjust their strategies but also enhance their competitive stance in the market. By continuously analyzing these dynamics, businesses can adapt more effectively and stay ahead in an ever-evolving landscape.

What is ResonanceMetrics?

ResonanceMetrics helps marketing teams, agencies and brands of any kind understand and improve their presence in AI-generated answers. Created in 2025 and based in Paris, France, it covers ChatGPT, Claude, Gemini, Perplexity and Google AI Overviews, and suits e-commerce among many other sectors. Capabilities include automated brand and competitor analysis, AI-driven personas and prompt libraries, ongoing tracking of mentions, sentiment and share of voice, semantic analysis of how AI models perceive you versus your intended positioning, technical GEO audits (Lighthouse, Core Web Vitals, structured data), a unified GEO Score with prioritised recommendations, and APO to make product pages readable by AI agents. Pricing is freemium: a free plan with no credit card, then €99, €179 or €299 per month. Multi-market, multilingual (EN, FR, ES), unlimited users.

Media

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Media

Integrations Supported

ChatGPT
Claude
Claude Duet
Claude for Legal
Perplexity

Integrations Supported

API Availability

API Availability

Pricing Information

$69/month
Free Trial Offered?

Pricing Information

€0
Freemium: free version available; paid plans from €99/month. Plans: Free, €99/month, €179/month, €299/month (excl. VAT).
Free Version

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Not specified

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
Online Training

Training Options

Online Training

Company Facts

Organization Name

friction AI

Date Founded

2025

Company Location

United Arab Emirates

Company Website

www.frictionai.co

Company Facts

Organization Name

ResonanceMetrics

Date Founded

2025

Company Location

Paris, France

Company Website

www.resonancemetrics.com/en

Categories and Features

Categories and Features

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