AI Visibility · Full version

From a technical baseline check to a robust AI visibility market view.

For companies, agencies and SaaS vendors that want to understand how their brands, products and content appear across AI systems, search results and competitive contexts.

Business assessment

Multi-LLM
Answers, mentions and sources across models.
Market view
SERP, news, trends and competitors.
Actions
Priorities, content blocks and implementation.
Exports
JSON, CSV, DOCX and management summary.

What the full version adds.

The free check is the entry point. The professional assessment expands the view from website technology to real model answers, market position and implementation.

Assessment layerFree demoFull version
Technology and crawlHTTPS, robots.txt, sitemap, llms.txt, mini crawlDeeper URL coverage and AI-crawler decision matrix
On-page and semanticsTitle, meta, H1, text, JSON-LDEntity, brand, product and topic coverage
LLM testsFoundations and demo signalsReal multi-LLM prompts, answer and source analysis
Market and competitionNot includedSERP, news, trends and similar websites
Local modelsNot includedLocal model matrix, profiles and knowledge probes
OutputQuick classificationManagement summary, exports, action plan and monitoring

Typical business workflow.

01Define scope

Set brands, products, domains, competitors and target markets.

02Collect data

Combine technology, on-page, SERP, news and external signals.

03Test models

Compare cloud and local models with defined prompts.

04Implement

Prioritise content, structure, signals and monitoring.

Who benefits most?

  • Companies with complex products or services
  • SaaS, technology and AI vendors
  • Agencies building AI-search and LLM-visibility services
  • Brands in highly competitive search markets
  • Teams connecting SEO, PR, content and structured data

Connection to other CheckCom services

AI Visibility shows how an organisation is readable on the web and in AI systems. The AI Model Radar provides model and provider intelligence. EU AI Act services structure governance, roles and evidence.

Start with the free check or explore the full version.

The demo provides a first technical and semantic baseline. The full version adds a deeper model, market and competitor view.