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Background

Use Case

AI Search & Distribution

Get discovered in ChatGPT, Perplexity, Cursor, and other AI platforms. Optimize your content for how AI systems index, retrieve, and rank information when answering user queries.

llms.txt Optimization

Generate and optimize llms.txt files that tell AI platforms what content to index. Control how Cursor, ChatGPT, and Perplexity discover and surface your documentation.

llms.txt Configuration

blog.yourcompany.com

Synced
# API Documentation
> /docs/api/authentication
> /docs/api/endpoints
> /docs/api/webhooks
# Integration Guides
> /guides/quickstart
> /guides/advanced
Indexed by Cursor
47 pages
ChatGPT Retrievals
1.2K/mo
Auto-updates with commits
View full config

Query-Optimized Structure

Structure content to match how people phrase questions to AI. Titles, headings, and content format optimized for natural language retrieval, not keyword matching.

Query Structure Analysis

Natural language optimization

842 queries

"How do I authenticate API requests?"

98%
TutorialSemantic match

"What are the rate limits for the API?"

95%
ReferenceSemantic match

"Setting up webhooks with your platform"

92%
GuideSemantic match
Question-Format Titles
38 pages
Avg. Match Score
94%
Conversational query matching

Context Windows

Format content for AI context windows. Break long documents into digestible sections that fit within retrieval limits while maintaining coherence.

Context Window Optimization

API Documentation

18 sections

Authentication Overview

847 tokensPerfect

API Key Setup

623 tokensOptimized

Rate Limiting

412 tokensIdeal
Avg. Section Size
627 tokens
Context Window Fit
100%
Optimized for retrieval limits

Semantic Indexing

Optimize for semantic search, not keywords. AI platforms rank content based on meaning and relevance to user intent, not exact phrase matches.

Semantic Ranking Analysis

Meaning-based indexing

47 pages

How to authenticate API requests

94
Semantic score
Related semantic queries:
api authenticationsecure api callsapi key setup

Understanding webhook events

91
Semantic score
Related semantic queries:
webhook setupevent handlingreal-time notifications
Avg. Semantic Score
92.5
Query Coverage
847
Intent-based ranking, not keywords

Cross-Platform Ranking

Track how your content performs across ChatGPT, Perplexity, Cursor, and Claude. See which platforms surface your content and for which queries.

Content Optimization

How to authenticate API requests

Optimized
How do I authenticate API requests?
Question-format title
Authentication is the process of verifying...
627 tokens • Context-optimized
Include your API key in the Authorization header...
Code block • Cited by ChatGPT
Related: Rate limiting, Security best practices...
Semantic links • Indexed
Platform Compatibility
ChatGPT
optimal
Perplexity
optimal
Cursor
optimal
Claude
good
Natural Lang.
llms.txt
Context Fit
All platforms optimized
685 citations

Content Optimization

How to authenticate API requests

Optimized
How do I authenticate API requests?
Question-format title
Authentication is the process of verifying...
627 tokens • Context-optimized
Include your API key in the Authorization header...
Code block • Cited by ChatGPT
Related: Rate limiting, Security best practices...
Semantic links • Indexed
Platform Compatibility
ChatGPT
optimal
Perplexity
optimal
Cursor
optimal
Claude
good
Natural Lang.
llms.txt
Context Fit
All platforms optimized
685 citations

Optimize content for AI platform retrieval

AI platforms like ChatGPT and Perplexity rank content differently than Google. Structure your content for semantic retrieval, natural language queries, and conversational context instead of keyword density.

Natural language optimization

Write titles and headings as complete sentences that match how people ask questions. AI platforms retrieve based on semantic similarity to conversational queries, not keyword matching.

llms.txt configuration

Generate optimized llms.txt files that tell AI platforms which content to prioritize. Control what Cursor indexes, what ChatGPT retrieves, and how Perplexity ranks your documentation.

Context-aware formatting

Structure content to fit within AI context windows while maintaining coherence. Break documentation into sections that can be retrieved and cited independently.

Track and improve your AI search rankings

Monitor how your content performs across different AI platforms. See which queries surface your content, track ranking positions, and identify optimization opportunities to improve visibility in ChatGPT, Cursor, and Perplexity.

Multi-platform analytics

Track performance across ChatGPT, Perplexity, Cursor, and Claude. See which platforms index your content, how they rank it, and which queries trigger your documentation.

Query coverage monitoring

Identify which user queries surface your content and which don't. Find the gaps in your AI search presence and create content to fill them.

Ranking optimization

See how AI platforms score and rank your content relative to others. Test different formats, structures, and llms.txt configurations to improve your position in AI search results.

Semantic Ranking Analysis

Meaning-based indexing

47 pages

How to authenticate API requests

94
Semantic score
Related semantic queries:
api authenticationsecure api callsapi key setup

Understanding webhook events

91
Semantic score
Related semantic queries:
webhook setupevent handlingreal-time notifications
Avg. Semantic Score
92.5
Query Coverage
847
Intent-based ranking, not keywords

Real results from companies using Waldium

Ran Chen
Pure Global

"Waldium gives us confidence that our expertise is not just published but also discoverable when companies and AI systems search for answers. Instead of relying on outdated SEO tactics, we can focus on sharing high-value insights while Waldium ensures they are structured and visible to the right audience."

Adi Patel
Lancey

"For a developer-first company like ours, credibility comes from how and where our content shows up. Waldium ensures our technical posts are structured in a way that AI systems recognize and cite. Instead of spending cycles on SEO, we can focus on shipping code, knowing our content is visible where developers are looking."

Dave Song
Tern

"We set up our blog on Waldium in no time, and it immediately felt different from the usual CMS experience. Instead of worrying about SEO tricks or technical setup, we know our content is actually visible to AI systems like ChatGPT. For us, that means saving time and making sure Tern shows up in the conversations that matter."

Tom Tang
Abaka AI

"With Waldium, we finally have a content platform that reflects the quality and precision of our data. Instead of worrying whether our posts will surface in AI-driven searches, we can focus on showcasing our datasets and expertise. Waldium structures our content in a way that AI systems trust, which gives us confidence that Abaka is being discovered by the right teams at the right time."

Rush Shahani
Persana AI

"Waldium's API made it simple for us to generate and publish content at a scale that would have been hard to manage manually. We were able to plug it directly into our workflow and automate publishing, which gave us steady output without extra effort. The consistency helped build visibility day after day, and we quickly saw impressions begin to grow."

Akshay Chalana
Saphira AI

"Compliance content is complex and highly specialized, and we need it to be both accurate and discoverable. Waldium gives us confidence that our expertise in safety standards is visible when people and AI systems search for guidance. It saves us from fighting with SEO and lets us focus on sharing the knowledge that matters to our customers."

Eddie Garcia
Loanblocks

"Getting started with Waldium was straightforward. We went from zero to a live blog in the same day, which let us share content immediately without pulling resources away from our core work. The speed and simplicity meant we could focus on our message instead of the setup."

Ruben Kostucki
Hitom AI

"The founding team at Blogwald is the perfect team to build a really awesome product. They are close to customers and build fast. As the product improves, we're hoping Blogwald will help Hi Tom, the voice-only AI personal assistant, be mentioned in position #1 for GEO and maybe even SEO."

Nicholas Charriere
Mocha

"Waldium helps you in two critical ways: it automatically makes sure your blog is strongly optimized for crawlers, while also solving the content problem by constantly generating ideas, this leads to more consistency and overall a stronger SEO growth channel."

Ran Chen
Pure Global

"Waldium gives us confidence that our expertise is not just published but also discoverable when companies and AI systems search for answers. Instead of relying on outdated SEO tactics, we can focus on sharing high-value insights while Waldium ensures they are structured and visible to the right audience."

Adi Patel
Lancey

"For a developer-first company like ours, credibility comes from how and where our content shows up. Waldium ensures our technical posts are structured in a way that AI systems recognize and cite. Instead of spending cycles on SEO, we can focus on shipping code, knowing our content is visible where developers are looking."

Dave Song
Tern

"We set up our blog on Waldium in no time, and it immediately felt different from the usual CMS experience. Instead of worrying about SEO tricks or technical setup, we know our content is actually visible to AI systems like ChatGPT. For us, that means saving time and making sure Tern shows up in the conversations that matter."

Tom Tang
Abaka AI

"With Waldium, we finally have a content platform that reflects the quality and precision of our data. Instead of worrying whether our posts will surface in AI-driven searches, we can focus on showcasing our datasets and expertise. Waldium structures our content in a way that AI systems trust, which gives us confidence that Abaka is being discovered by the right teams at the right time."

Rush Shahani
Persana AI

"Waldium's API made it simple for us to generate and publish content at a scale that would have been hard to manage manually. We were able to plug it directly into our workflow and automate publishing, which gave us steady output without extra effort. The consistency helped build visibility day after day, and we quickly saw impressions begin to grow."

Akshay Chalana
Saphira AI

"Compliance content is complex and highly specialized, and we need it to be both accurate and discoverable. Waldium gives us confidence that our expertise in safety standards is visible when people and AI systems search for guidance. It saves us from fighting with SEO and lets us focus on sharing the knowledge that matters to our customers."

Eddie Garcia
Loanblocks

"Getting started with Waldium was straightforward. We went from zero to a live blog in the same day, which let us share content immediately without pulling resources away from our core work. The speed and simplicity meant we could focus on our message instead of the setup."

Ruben Kostucki
Hitom AI

"The founding team at Blogwald is the perfect team to build a really awesome product. They are close to customers and build fast. As the product improves, we're hoping Blogwald will help Hi Tom, the voice-only AI personal assistant, be mentioned in position #1 for GEO and maybe even SEO."

Nicholas Charriere
Mocha

"Waldium helps you in two critical ways: it automatically makes sure your blog is strongly optimized for crawlers, while also solving the content problem by constantly generating ideas, this leads to more consistency and overall a stronger SEO growth channel."

Be everywhere your customers are searching

Surface in ChatGPT, Claude, and Perplexity when people ask about solutions like yours. Turn discovery into adoption, automatically.

Trusted by technical teams at YC-backed startups and beyond