AI Visibility Report

www.forbes.com

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Overall score
Getting there

Readiness by engine

Estimated
ChatGPT59
Gemini98
Claude58
Perplexity69

Summary

Forbes has a solid overall score, but there are specific areas that hinder its AI search visibility. The presence of structured data is a strength, yet issues with AI bot access and missing llms.txt could limit engagement with AI crawlers.

What we checked

!AI crawlers can’t access the site for: ChatGPT, Claude, Perplexity
Structured data present (Organization)
Organization schema defines the brand entity
!No llms.txt file
!Title tag present (6 chars)
Meta description present (123 chars)
Single clear H1 heading
Homepage content depth: ~2156 words
Brand / About information present
Served over HTTPS
Homepage responded in 22 ms

Your fix plan

3 prioritized fixes — most impactful first.

  1. Let AI crawlers reach your pages
    Why: Restricting AI crawlers can prevent important content from being indexed and understood by AI systems, limiting visibility in AI-driven search results.
    How: Update the robots.txt file to allow access for AI crawler user-agents such as GPTBot, ClaudeBot, and others.
    High
  2. Publish an llms.txt file
    Why: Without an llms.txt file, AI crawlers lack a curated summary of the site, which can lead to a less effective representation of the site's content in AI applications.
    How: Create and publish a standalone /llms.txt file that includes a clear markdown summary of the site, highlighting key topics and content.
    Medium
  3. Fix your <title> tag
    Why: An unclear or poorly optimized <title> tag can negatively impact click-through rates from search results, affecting overall visibility.
    How: Revise the <title> tag to include relevant keywords and a clear description of the page's content, ensuring it is concise and engaging.
    Medium
Take it further

Get your full AI Visibility Audit

Our team turns these findings into a complete AI Visibility Audit — custom strategy, a prioritized implementation plan, and hands-on execution to get your brand cited across ChatGPT, Gemini, Claude and Perplexity.

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