Category
AI search visibility and GEO software
Explore tools for AI search visibility and generative engine optimization. Meridian belongs in this category as a measurement and diagnosis product, not a content factory and not a guaranteed-ranking service.
What this category is
Buyers now ask ChatGPT, Claude, Gemini, Perplexity, and similar systems what to buy. AI search visibility software tries to show whether a brand appears in those answers, whether it is cited, and whether it is recommended.
GEO — generative engine optimization — is the practice around that measurement. Meridian’s unit of measurement is an AI buyer prompt, not a keyword.
What Meridian does in this category
- Forensic company and competitor discovery from a name and URL
- Prompt suite generation for commercially relevant buyer questions
- Live benchmarks when you supply OpenAI, Anthropic, Gemini, or Perplexity credentials
- Website crawl and technical audit of established indexing practices
- Source, gap, and GEO score analysis with an evidence-linked action plan
What it does not do
It does not promise that any change will force an LLM to recommend a company. It does not fabricate access to Copilot or Google AI Mode. Findings are labeled observed fact, inference, or recommendation.
Related: visibility problems, GEO audit software, compare Meridian, method.