ResonanceMetrics is a GEO (Generative Engine Optimization) platform for e-commerce brands, whose proposition is "GEO visibility = technical foundation × AI presence," positioned as a platform that addresses both variables simultaneously. According to its official introduction, its goal is to make a brand the answer recommended by AI when buyers ask AI "which product should I choose."
The platform's core logic is: first see clearly how AI "sees" you, then decide what it "should" see. It officially emphasizes that "analysis alone is not enough"—ResonanceMetrics first maps out how AI represents the brand, then provides concrete means to optimize visibility, turning AI into a channel for influence, customer acquisition, and conversion.
Main capabilities
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Triple diagnosis: Through three prisms—semantic, frame of reference, and technical—the platform depicts how AI perceives the brand and its products, as the true starting point.
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Strategic and operational roadmap: Cross-referencing the diagnosis with business goals generates a concrete action plan ranked by impact (rather than technical severity). It officially states that most GEO tools stop at stating the status quo, while this platform goes further and provides a path.
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Optional accompaniment services: Once priorities are clear, it provides strategic, operational, and technical accompaniment to frame scope and accelerate progress; it officially states clearly that this is to save the team time, not to replace the team.
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Automated Brand Intelligence: After a website is entered, analysis is completed within 60 seconds, providing information such as value proposition, audience, differentiators, and competitors, so the brand immediately understands how AI views it.
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Multi-platform tracking: Covering ChatGPT, Gemini, Perplexity, Claude, and AI Overviews, measuring mentions, sentiment, and share of voice, with comparison and long-term tracking.
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In-depth semantic analysis: Targeting positioning, differentiation, tone, and USP, enabling AI agents to accurately understand and faithfully present brand information.
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GEO-ready technical audit: Checking whether a website is readable to LLMs, covering structure, structured data, and Core Web Vitals, providing a complete diagnosis.
Three major modules
- GEO module (Generative Engine Optimisation): Acting on the three levers of information, sources, and website, so that AI cites the brand rather than ignores it. Features include multi-AI tracking (mentions, sentiment, positioning), semantic analysis(AI's understanding vs. the brand's true positioning), competitive landscape mapping in AI answers, and a tiered action plan.
- APO module (Agentic Product Optimization): turns product pages into answers that AI can recommend and leverage. It includes page-by-page AI usability audits, gap analysis against the brand DNA, gap analysis against persona purchase intent, and monitoring of impact on recommendation results.
- UCP module (Universal Commerce Protocol, agentic commerce, coming soon): the company says UCP allows AI agents to add items to cart and complete purchases; more than 20 participants including Google, Shopify, and Stripe are driving this standard, and ResonanceMetrics is preparing its e-commerce tech stack for it.
Pricing Structure
The company says it uses "simple and modular" pricing: one GEO foundation, one optional activation item, and freely chosen services. The tier information listed in the materials includes:
- Basic tier: 3 prompts, monthly, 5 AI engines, 30-day history, no alerts;
- Monitoring tier with alerts: 5 AI engines, alerts + 12-month history, 1 brand and 1 market, unlimited seats, APO option not included;
- APO option: includes 10 product pages, APO packages start at +49 euros;
- Scale tier: 3 brands, multiple markets, 24-hour priority support;
- Enterprise and agency tier: platform + accompanying services, unlimited prompts, 5 AI engines and API, customizable brands and markets, unlimited seats, SSO/SAML, APO and services included.
Use Cases
Aimed at e-commerce merchants, especially brands that want to secure a position in product decisions recommended by AI. It can address: monitoring brand visibility in AI answers, semantics being misunderstood or omitted, product pages being unusable for AI agents, analysis of competitors' placement in AI answers, and technical preparation for agentic purchasing (UCP).
How to Use and Limitations
The starting point is entering a website URL; the company says the first insights can be obtained within minutes. Regarding the visibility improvement cycle, the company says it depends on content and industry, and customers typically see measurable progress in 30 to 60 days. In the FAQ provided by the platform, the difference between GEO and SEO is explained: the two share foundations such as high-quality content and technical structure, but differ in goals, formats, measurement, and technical levers; ResonanceMetrics aims toaddress both dimensions at the same time.
Note: the UCP module is marked as "coming soon"; APO is unavailable in some tiers; among specific prices, only "APO packages start at +49 euros" from the materials has a clear figure, while the other tiers do not provide prices. The materials do not provide more information such as supported platform languages, data regions, or free trials.
