GEO IA MENTION

2:11 PM

LLM Search Console (http://geo-ai-mention.com">geo-ai-mention.com) is an analytics platform built in France that answers a question more and more marketers are asking: when someone asks an AI assistant about my industry, does my brand come up? Rather than treating AI visibility as a black box, the service traces the entire path a piece of content takes — from the moment AI crawlers scrape it, through the sources that get cited, to the final wording of an answer delivered to a user. That full-funnel visibility is the angle the platform uses to set itself apart in the crowded GEO (Generative Engine Optimization) space.

The reasoning behind the product is straightforward. Search behavior is shifting. Where people once clicked through ten blue links, they now read a synthesized paragraph generated by ChatGPT, Claude, Gemini, Perplexity, or one of their peers. In that new reality, a brand can have excellent classical SEO and still be invisible inside AI answers — or, conversely, get cited constantly without ever knowing it. LLM Search Console covers the full lineup of relevant engines: ChatGPT, Claude, Gemini and Google AI Overviews, Perplexity, Mistral, Grok, Copilot, DuckDuckGo, and Qwant.

The toolkit breaks down into several focused modules:

• Brand Tracking IA logs every mention of your brand and attributes it to a specific LLM and prompt, so you can see which queries surface you and where.

• Competitor Tracking measures share of voice across engines and runs direct matchups, exposing whether rivals are quietly eating your AI mindshare.

• Reverse Lookup flips the question around and shows which prompts are already citing you — often a source of unexpected wins or content gaps.

• AI Overviews Local narrows results down to city and country level, which matters for any business whose customers search regionally.

• Citation Chains maps the sources LLMs actually pull from when answering questions about your market, revealing which publishers, directories, and pages shape the narrative.

• Tracking Script is a snippet you install on your own site to see which AI crawlers — GPTBot, ClaudeBot, PerplexityBot, and so on — are visiting and how often.

Numerically, the platform speaks in metrics SEO professionals already understand: a Visibility Score, Share of Voice percentages, ranking positions inside generated answers, and daily mention counts. Tracking runs on a real-time cadence with daily refreshes, so dashboards reflect current AI behavior rather than weeks-old data.

Put plainly, http://geo-ai-mention.com">geo-ai-mention.com treats AI assistants the way classical SEO tools treat Google — as a measurable, optimizable channel. It's aimed at brands that want hard data on their generative search presence, and although the interface speaks French first, the engines and tracking it covers are international.