How does the CDN/WAF check work?

It simulates requests using specific AI bot User-Agents (like PerplexityBot) to determine if security layers like Cloudflare are blocking these bots with 403 errors or CAPTCHAs.

Why is Bing indexing important for AI visibility?

Many AI search tools, including ChatGPT Search, rely heavily on the Bing index. If your site isn't indexed in Bing Webmaster Tools, it likely won't appear in AI search responses.

Why does Deep Prism check for SPA rendering?

Many AI search engines do not execute JavaScript. If your site is a client-side SPA, AI bots may only see an empty container, making your site invisible to AI search results.

Is blocking GPTBot the same as blocking AI search?

No. GPTBot is used for training data, while OAI-SearchBot is for real-time search results. Deep Prism helps you differentiate your robots.txt rules to allow search while restricting training.

Deep Prism

Name: Deep Prism
Author: nakamoto-masa

bynakamoto-masa

0•

Marketing Automation

Diagnoses and fixes technical website visibility issues to ensure full discoverability by AI search engines and traditional web crawlers.

Deep Prism is a specialized diagnostic skill designed to identify "invisible" technical barriers that prevent AI search engines—such as Perplexity, ChatGPT Search, and Claude—from indexing and quoting your site. By executing eight automated diagnostic checks ranging from SPA rendering and robots.txt configurations to CDN/WAF bot-blocking and Schema.org validation, it provides a comprehensive report with actionable remediation steps. This skill is essential for ensuring that high-quality content and deep-tech messaging are actually readable by the modern AI-driven web.

Key Features

01Audits robots.txt to ensure AI search bots like OAI-SearchBot and PerplexityBot are not blocked.

02Detects JavaScript-only (SPA) content that AI search engines cannot execute or read.

03Tests CDN/WAF settings to identify if security layers are inadvertently flagging AI crawlers.

04Validates Schema.org JSON-LD structured data to improve AI context and citation accuracy.

05Verifies Bing indexing status to ensure visibility within the ecosystem powering ChatGPT Search.

060 GitHub stars

Use Cases

01Troubleshooting why a website is not being cited or referenced in Perplexity or ChatGPT answers.

02Performing a post-launch SEO audit to ensure a new site is fully accessible to AI agents.

03Optimizing technical SEO after updating company messaging or migrating to a new web framework.

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add nakamoto-masa/deep-reframe deep-prism

For use in Claude.ai and ChatGPT

Key Features

01Audits robots.txt to ensure AI search bots like OAI-SearchBot and PerplexityBot are not blocked.

02Detects JavaScript-only (SPA) content that AI search engines cannot execute or read.

03Tests CDN/WAF settings to identify if security layers are inadvertently flagging AI crawlers.

04Validates Schema.org JSON-LD structured data to improve AI context and citation accuracy.

05Verifies Bing indexing status to ensure visibility within the ecosystem powering ChatGPT Search.

060 GitHub stars

Use Cases

01Troubleshooting why a website is not being cited or referenced in Perplexity or ChatGPT answers.

02Performing a post-launch SEO audit to ensure a new site is fully accessible to AI agents.

03Optimizing technical SEO after updating company messaging or migrating to a new web framework.