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Visibility

Which brands AI assistants name when buyers ask what to buy, market by market, and the pages those answers were built from.

How this works

Ask three assistants the same buying question and you get three different shortlists.

This is the AI model and API market, measured today. Every brand below was named by an assistant answering a real buying question from a buyer who had not made up their mind.

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OpenAI modelsof buying answers
  1. OpenAI75%
  2. Anthropic50%
  3. Microsoft Azure AI50%
  4. Fireworks AI42%
  5. Google Gemini33%
Anthropic modelsof buying answers
  1. OpenAI8%
  2. Anthropic8%
  3. Google Gemini8%
  4. Together AI8%
  5. Fireworks AI8%
Google modelsof buying answers
  1. OpenAI58%
  2. Google Gemini50%
  3. Anthropic42%
  4. Together AI42%
  5. Fireworks AI33%

Your buyers stopped searching.
They ask, and the assistant names three brands.

Every board below is that question, asked every day, in one market.

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Every live visibility board

How these numbers are made →

All 31 boards are free to read, refresh daily, and link to the evidence behind every row.

Brand leaderboards

Who AI names when a buyer asks which model or API platform to build on.

  1. 1OpenAI26%
  2. 2OpenRouter18%
  3. 3Together AI15%
OpenRouter climbed 4 places on the last run.17 brands
  1. 1OpenAI3 engines
  2. 2Anthropic3 engines
  3. 3Google Gemini3 engines
The top three are level at 3 engines.17 brands

AI visibility platforms

Who AI names when a marketer asks which AI visibility tool to buy.

  1. 1Which software is best for comparing competitor share of voice across answer engines?67%
  2. 2Which AI visibility platform is best for an agency managing multiple client brands?67%
  3. 3Recommend a platform for daily prompt tracking across multiple AI assistants, countries, and languages.67%
This question climbed 4 places on the last run.12 questions
  1. 1How much does an AI search visibility platform typically cost for one brand?100%
  2. 2Which software is best for comparing competitor share of voice across answer engines?92%
  3. 3Which AI visibility platform is best for an agency managing multiple client brands?89%
This question climbed 8 places on the last run.12 questions

AI visibility by region

The same question, asked for a named country.

AI visibility by buyer

The same question, asked the way four different buyers would ask it.

Prompt intelligence

Which buying questions are still winnable, and where the assistants disagree.

  1. 1What are the best platforms for routing requests across multiple AI models?100%
  2. 2What are the best LLM API platforms for a production application?100%
  3. 3How do major LLM API platforms compare on pricing and rate limits?67%
This question climbed 17 places on the last run.20 questions
  1. 1Recommend a reliable hosted model API for a customer-facing product.100%
  2. 2How do major LLM API platforms compare on pricing and rate limits?95%
  3. 3Recommend the best multimodal model APIs for text and image workflows.94%
This question climbed 17 places on the last run.20 questions
  1. 1What are the best platforms for routing requests across multiple AI models?100 pts
  2. 2What are the best LLM API platforms for a production application?100 pts
  3. 3Compare the leading AI model APIs for production use.67 pts
This question climbed 14 places on the last run.20 questions
  1. 1How do major LLM API platforms compare on pricing and rate limits?147
  2. 2Which AI model API providers are strongest for enterprise software teams?134
  3. 3Compare AI platforms that support managed fine-tuning and custom models.131
The leading row leads by 13.20 questions

Citation sources

The domains and pages AI quotes when it answers those questions.

  1. 1reddit.com25%
  2. 2siliconflow.com20%
  3. 3youtube.com15%
reddit.com leads by 5 points.132 domains
  1. 1youtube.com/watch15%
  2. 2datacamp.com/blog/best-llm-api-providers15%
  3. 3fireworks.ai/blog/best-llm-api-providers8%
youtube.com/watch leads by 0 points.201 rows