Prompt Research

Turn buyer questions Into coverage strategy

Turn buyer questions Into coverage strategy

Discover the prompts buyers actually ask, map them to intent stages, and close gaps before competitors do.

Sounds familiar?

This is what teams are talking about

The Platform

Track buyer questions,
map prompts by funnel stage, and close competitive coverage gaps

Source prompts from where buyers actually ask

Extract real buyer questions from Reddit threads, forums, and communities where your category gets discussed.

  • Brand mention tracking on Reddit and YouTube

  • Sentiment analysis and Fire Score prioritization

  • Topic-level tracking for strategic prompts

Map prompts to buyer journey stages

Tag prompts by TOFU (awareness), MOFU (consideration), or BOFU (decision) intent so you prioritize revenue-driving coverage.

  • Automatic intent classification by question pattern

  • Feature mapping to product capabilities

  • Coverage scoring by funnel stage

Identify which prompts competitors own

See competitor presence mapped at the prompt level. Know exactly which questions trigger their mentions and which leave you out.

  • Competitor mentions in full LLM responses

  • Visibility comparison across tracked prompts

  • Prompt recommendations based on competitor presence

Organize prompts by strategy

Tag and organize tracked prompts by revenue role, funnel stage, and content type to prioritize coverage strategy.

  • Revenue role tagging (revenue, assist, awareness, context)

  • Funnel stage classification (top, middle, bottom)

  • Content type mapping (collection, blog, resource)

LLMs don't read websites like humans. They extract entities, relationships, structured facts. See what AI think about your brand.

Blogs

The latest in AI search

Explore a curated collection of guides, tools, and insights designed to help you get the most out of our products and services.

Academy

The Complete Guide to Prompt Engineering in 2026

Master prompt engineering with this comprehensive 2026 guide. Learn essential techniques, platform strategies, content creation workflows, and how to measure real business results from AI-powered content.

Academy

The Complete Guide to Prompt Engineering in 2026

Master prompt engineering with this comprehensive 2026 guide. Learn essential techniques, platform strategies, content creation workflows, and how to measure real business results from AI-powered content.

Academy

Complete Guide to GEO Foundations

Learn how to optimize your content for AI-powered search with this comprehensive guide to GEO fundamentals. Covers llm.txt implementation, schema markup, site structure, brand mentions, and multi-platform strategies to increase your visibility in ChatGPT, Perplexity, Claude, and Google AI Overviews.

Academy

Complete Guide to GEO Foundations

Learn how to optimize your content for AI-powered search with this comprehensive guide to GEO fundamentals. Covers llm.txt implementation, schema markup, site structure, brand mentions, and multi-platform strategies to increase your visibility in ChatGPT, Perplexity, Claude, and Google AI Overviews.

Research

How AI engines actually choose which brands to cite: Analysis of 15,000+ Sessions

We analyzed 15,000+ AI search sessions to understand exactly how ChatGPT, Perplexity, Claude, and Gemini choose which brands to cite.

Research

How AI engines actually choose which brands to cite: Analysis of 15,000+ Sessions

We analyzed 15,000+ AI search sessions to understand exactly how ChatGPT, Perplexity, Claude, and Gemini choose which brands to cite.

FAQs

Which CMS platforms integrate with Erlin?

Which CMS platforms integrate with Erlin?

Which CMS platforms integrate with Erlin?

Do I need engineering resources to deploy fixes?

Do I need engineering resources to deploy fixes?

Do I need engineering resources to deploy fixes?

How do I verify that changes worked?

How do I verify that changes worked?

How do I verify that changes worked?

Does AI-specific schema conflict with traditional SEO?

Does AI-specific schema conflict with traditional SEO?

Does AI-specific schema conflict with traditional SEO?

Can I rollback changes if something breaks?

Can I rollback changes if something breaks?

Can I rollback changes if something breaks?

What is llm.txt and why does it matter?

What is llm.txt and why does it matter?

What is llm.txt and why does it matter?

How do I know which AI crawlers are accessing my site?

How do I know which AI crawlers are accessing my site?

How do I know which AI crawlers are accessing my site?

Start Your AI
Visibility Journey

Join the platform monitoring 500+ brands across ChatGPT, Perplexity, Gemini and Claude.

Start Your AI
Visibility Journey

Join the platform monitoring 500+ brands across ChatGPT, Perplexity, Gemini and Claude.

Start Your AI
Visibility Journey

Join the platform monitoring 500+ brands across ChatGPT, Perplexity, Gemini and Claude.

Start Your AI
Visibility Journey

Join the platform monitoring 500+ brands across ChatGPT, Perplexity, Gemini and Claude.