Your brand ranks on Google. But do AI engines know you exist? What Positive Surfer changes for your marketing team
Your brand ranks on Google. You have a presence on social media. But if a prospect types their question into ChatGPT or Perplexity and your name doesn't appear in the response, you don't exist. Not for them, not at that moment.
This scenario is becoming the norm. AI answer engines have fundamentally changed how B2B buyers research, compare, and decide. And yet the vast majority of marketing teams still manage their visibility as if LLMs didn't exist. This is precisely what Positive Surfer is built to solve.
The new playing field: AI answer engines
In 2005, it was all about ranking in the top 3 on Google. In 2015, you needed followers on every platform. In 2026, the battle is happening inside LLM-generated responses.
ChatGPT, Perplexity, Gemini, AI Overviews, these tools have become the first touchpoint between your prospects and your market category. They don't return a list of links: they formulate an answer, cite brands, make recommendations. Being cited means existing. Not being cited means handing the ground to your competitors.
The discipline that addresses this is called GEO, Generative Engine Optimization. And like SEO before it, it is about to become non-negotiable.
What Positive Surfer does, concretely
Positive Surfer is not another monitoring tool. It is an operational platform that gives marketing teams control over their AI visibility, from measurement to action.
The team behind Surfer started by reverse engineering Google's algorithm to help clients rank in SEO. Over the past twelve months, they applied exactly the same approach to LLMs: analyzing the signals that determine whether a brand gets cited, modeling them, and turning the findings into an actionable platform. The solution is built around three core capabilities:
1. Measure your AI presence
Positive Surfer continuously monitors whether and how your brand is mentioned in responses from leading LLMs: ChatGPT, Gemini, Perplexity, AI Overviews. You know exactly where you stand, not once a quarter, in real time.
2. Understand why you are not being cited
The platform pinpoints exactly what is holding back your visibility: topics your content doesn't cover, opportunities you are leaving to competitors, questions AI answers without mentioning your brand. No guesswork, facts.
3. Act on concrete, ready-to-use recommendations
Positive Surfer goes beyond diagnosis. The platform generates concrete recommendations: what content to produce, which sources to activate, which angles to prioritize in order to improve your brand's visibility in AI responses.
Unlike approaches built on assumptions, Positive Surfer is trained on the real signals that determine whether content gets cited, by Google and by LLMs alike. Content produced with the platform is twice as likely to reach the Top 10 within 30 days, and 25% more likely to be cited in AI-generated responses.
Uma: when AI takes over the full marketing plan
Positive Surfer is the first building block of the "Positive Full Loop", a vision in which every marketing channel (social media, email, CRM, employee email signatures) is interconnected and orchestrated by Uma, Positive's AI agent.
Uma connects Positive Surfer with the Positive User customer engagement platform to autonomously execute complete marketing plans, from AI visibility analysis to personalized email campaigns, including SEO content creation and lead capture.
In practice: from a single website URL, Uma produces an AI visibility audit and content positioning recommendations, optimizes existing articles to improve their rankings, generates and deploys segmented lead capture pop-ups, then creates and sends personalized welcome emails with dynamic employee signatures tailored to each recipient's profile.
Uma is currently in development, but its live demonstration at Spark Forward already made the case: the Full Loop is not a marketing promise, it is a product in progress.
Available now, in French, for the French market
Acquired by Positive in September 2025, the solution is now fully integrated into the Positive ecosystem and available in French as of June 16, 2026.
For marketing teams that already manage their Google and social media visibility but have no GEO strategy yet: now is the time. The brands that move first today are the ones LLMs will cite tomorrow.
