Mentions is an SEO software powered by artificial intelligence, designed to deploy a clear and measurable strategy. It turns your data into actionable recommendations and helps you align your visibility in line with your business goals. To gain speed and precision.
The current SEO landscape is complex. Algorithms evolve, scattered data and readable feedback make priorities difficult to follow. The results take time to materialize. Mentions acts like a compass: it collects, normalizes and analyzes your data, then proposes clear and actionable actions to improve traffic and profitability. Thanks to its AI, it identifies invisible correlations, prioritizes the pages and keywords to be optimized, and predicts the impact of decisions on turnover. Everything is organized around a dashboard for traceability.
Mentions brings together functionalities to make SEO more readable and measurable: automated audit of the site identifying technical errors and content opportunities; actionable recommendations that transform analyses into concrete tasks; real-time performance monitoring to measure impact; impact simulations who predict the results; and Data integration fluid with your marketing tools. They make it possible to reduce silos, speed up decisions and aim for More predictable SEO ROI. The interface guides marketing and product teams with clear paths and global traceability.
Mentions is not a superficial optimization tool or a stack of reports. It is not a magic bullet that replaces human expertise. It does not promise immediate results without work or a deluge of alerts. On the contrary, Mentions favors a guided approach: it places data at the center, clarifies priorities and supports teams in implementation. It is a strategic assistant that adapts to your organization and connects decisions to SEO development. This means that the results are based on collaboration between AI and humans.
In summary, Mentions offers a clear and actionable vision of modern SEO. By aggregating data and standardizing analytics, it helps marketing departments track traffic and financial impact without dispersion. AI supports productivity while maintaining the strategic role of teams: deciding, prioritizing, adjusting. Using Mentions means adopting a structured approach to optimizing content, performance and visibility, adapted to organizations that seek to make sustainable progress. A test can be considered in a neutral setting to assess its compatibility with your current processes.
LLMRefs is an SEO software powered by artificial intelligence. It tracks, analyzes, and optimizes your visibility in AI-generated searches, including ChatGPT, Gemini, and Claude.
In a changing SEO landscape, authority signals and results generated by AI are no longer just links. LLMRefs centralizes the monitoring of your visibility in AI engines and explains why your content is cited or ignored by models like ChatGPT or Gemini. New practices are needed: decisions are based on real-time data and on the understanding of AI phenomena that influence rankings and user responses.
For example, an e-commerce publisher can track changes in positioning after the launch of a product and adjust category pages accordingly.
Key features include: real-time tracking rankings on the main AI models (ChatGPT, Google Gemini, Claude), exploration and monitoring of keywords thanks to the AI Keyword Tracker, quick competitive analysis to identify gaps and opportunities, automated reports that translate data into clear actions and targeting the sources cited to strengthen your credibility with AIs. You also have a consolidated dashboard, customizable alerts, and a ready-to-use CSV export for teams.
The platform also facilitates collaboration: shared views, comments, and quick exchanges between marketing and content teams.
LLMRefs is not a simple traditional SEO citation tool or an AI editing platform that generates content without a framework. It is an insights and optimization platform based on AI signals and model data to guide marketing and SEO decisions. It does not impose unique workflows, it adapts to your ecosystem and your goals, whether you are an online store, agency or large account.
Also note that LLMRefs does not assume human expertise or a global content strategy; it complements the analyses and actions planned by your team.
By making visible what AI engines use to assess your content, LLMRefs helps align your strategy with current AI requirements. The software helps marketing managers prioritize actions, measure impact, and iterate quickly without unnecessary complexity. The aim is to provide operational clarity and better visibility into real performance in AI environments.
This alignment with AI requirements can help prioritize tests and demonstrate the impact of optimizations on results.
