# Waldium - Complete Product Information > This is the comprehensive version with ALL product information, features, use cases, > pricing, FAQs, and technical details. This file is dynamically generated from the > actual content on https://waldium.com. ## Company Information - Name: Waldium - Legal Name: Structured Labs, Inc. - Founded: 2024 - Headquarters: San Francisco, CA - Status: YC-backed (Winter 2025) - Website: https://waldium.com - Contact: contact@waldium.com - Support: contact@waldium.com ## Mission & Vision AI-native CMS. Built for reach. Waldium works like a newsroom for your brand: researching, interviewing experts, curating knowledge, and publishing content that drives AI-native discovery. Waldium's mission is to help developer-facing companies get discovered in the era of AI search. As developers increasingly use ChatGPT, Cursor, Perplexity, and Claude instead of Google, traditional SEO and content marketing strategies are becoming obsolete. Waldium generates and optimizes technical content specifically for how AI systems index, retrieve, and rank information. ## Core Problems We Solve ### 1. People discover products through AI now ChatGPT, Claude, Perplexity, and AI agents embedded inside enterprise tools are where your buyers evaluate and choose products. If your brand isn't represented accurately across these surfaces, you're invisible where decisions are being made. ### 2. AI recommends your competitors, not you When someone asks an AI assistant for a solution in your category, your competitors show up. Not because they're better, but because they have more discoverable, better-structured content grounding the AI's recommendations. ### 3. The gap isn't tools. It's knowledge. You've tried AI writing tools. They produce generic content indistinguishable from everyone else's. The reason: they don't know your business, your customers, your expertise, or your voice. Content without knowledge grounding is just noise. ## Product Solutions ### 1. Continuous Research & Drafting Waldium doesn't do one-shot content generation. It continuously monitors your industry, pulls from your internal knowledge, identifies topics worth writing about, and produces drafts grounded in real company context, not generic AI output. **Key Capabilities:** - Automatically generates comprehensive technical content - References your product knowledge base for accuracy - Optimized for both human readers and AI systems - Professionally designed and ready to publish ### 2. Expert Interviews & Knowledge Curation The system conducts interviews with your subject matter experts, capturing their actual knowledge and perspective. It maintains a living knowledge base of your company's information: your voice, your expertise, your way of explaining things. **Key Capabilities:** - Automatically generates comprehensive technical content - References your product knowledge base for accuracy - Optimized for both human readers and AI systems - Professionally designed and ready to publish ### 3. Publishing on Your Domain Publish to a professionally designed site on your custom domain. Waldium handles hosting, SSL, and infrastructure so the gap between 'we have something worth saying' and 'it's published and discoverable' disappears. **Key Capabilities:** - Automatically generates comprehensive technical content - References your product knowledge base for accuracy - Optimized for both human readers and AI systems - Professionally designed and ready to publish ### 4. Discovery & Reach Analytics Track how your content performs across AI assistants, search engines, and recommendation systems. See where your brand shows up, where it doesn't, and what's driving discovery across AI-native surfaces. **Key Capabilities:** - Automatically generates comprehensive technical content - References your product knowledge base for accuracy - Optimized for both human readers and AI systems - Professionally designed and ready to publish ## Complete Feature Set ### 1. Continuous Research Waldium monitors your industry, competitors, and relevant conversations. It pulls from your internal knowledge and identifies topics and angles worth writing about, continuously, not just when you prompt it. **Use Cases:** - Perfect for API companies and developer tools - Ideal for technical content at scale - Built for teams shipping fast ### 2. Knowledge Curation Upload documents, connect data sources, and build a living knowledge base. Waldium references your actual context (product specs, internal docs, company expertise) so content is grounded, not generic. **Use Cases:** - Perfect for API companies and developer tools - Ideal for technical content at scale - Built for teams shipping fast ### 3. Expert Interviews (Riffs) Conduct structured interviews with your team's subject matter experts. Waldium captures their knowledge, perspective, and voice, turning AI-generated drafts into content that sounds like your company. **Use Cases:** - Perfect for API companies and developer tools - Ideal for technical content at scale - Built for teams shipping fast ### 4. Discovery Analytics See where your brand shows up across AI assistants, search engines, and recommendation systems. Track which content drives discovery and reach, and identify where you're invisible. **Use Cases:** - Perfect for API companies and developer tools - Ideal for technical content at scale - Built for teams shipping fast ### 5. Schedules & Publishing Set your publishing cadence and let Waldium keep it. Schedule posts, manage your content calendar, and maintain a continuous stream of published content without the bottleneck of manual coordination. **Use Cases:** - Perfect for API companies and developer tools - Ideal for technical content at scale - Built for teams shipping fast ### 6. Professional Editor Fine-tune content before it goes live. Add images, formatting, and your own edits. The system drafts, you approve. The experience should make you look good, not make you feel replaced. **Use Cases:** - Perfect for API companies and developer tools - Ideal for technical content at scale - Built for teams shipping fast ### 7. Hosted Site Publish to a professionally designed site on your custom domain. Hosting, SSL, themes, and infrastructure are handled. Your site is where internal knowledge becomes external discovery. **Use Cases:** - Perfect for API companies and developer tools - Ideal for technical content at scale - Built for teams shipping fast ### 8. Ideas & Topic Pipeline Waldium surfaces topic Ideas from your knowledge base, research, and industry trends. A pipeline of what to write next, grounded in what your company knows and what your audience is searching for. **Use Cases:** - Perfect for API companies and developer tools - Ideal for technical content at scale - Built for teams shipping fast ## Detailed Feature Deep-Dives ### AI Content Writer **Content Creation** *Drafts grounded in what your company actually knows* Waldium doesn't generate from the void. It drafts from your knowledge base, your expert interviews, and continuous research into your industry. Multiple author voices, advanced AI models, and content that sounds like your company -- not like everyone else's AI output. **Supported Content Types:** - Product explainers and feature deep-dives - Comparison guides and alternatives - Thought leadership and industry insights - Knowledge base and reference articles - Feature announcements and updates - Use-case stories and customer narratives **Key Capabilities:** 1. **Start From Your Knowledge**: Upload product docs, connect data sources, or reference Riff interviews. Waldium drafts from your company's actual context -- not generic training data. 2. **Drafts Structured for Discovery**: Content optimized for how AI systems index, evaluate, and recommend. Structured for discoverability across AI assistants, search engines, and recommendation surfaces. 3. **Review, Refine, Publish**: Review drafts in a professional editor. Approve, edit, or schedule. Publish to your custom domain and make content discoverable -- one source, compounding reach. 4. **Every Content Type Your Brand Needs**: Product explainers, comparison guides, thought leadership, feature deep-dives, knowledge base articles, and industry insights. Content that drives discovery, not vanity metrics. **Advanced Features:** #### Write in your company's voice, not a generic AI voice Every company sounds different. Waldium adapts to your brand voice, editorial standards, and way of explaining things. The output should feel like it came from your team -- because it's grounded in their actual knowledge and perspective. - **Choose the model that fits each piece**: Use different AI models for different needs. Fast drafts, long-form depth, or complex reasoning. Full control over the trade-offs between speed and output quality. - **Multiple author personalities**: Different voices for different audiences. Executive perspectives, product expertise, or practitioner-level depth. Each personality draws from the same knowledge base but speaks differently. - **Fine-tune before you generate**: Set length, adjust depth, control detail level, and specify what to include. Get output that matches your specific needs for each piece. #### Ideas surfaces what to write about next Waldium analyzes your knowledge base, published content, and industry trends to surface specific Ideas worth writing about. Not generic brainstorming -- a grounded pipeline of topics your company is uniquely positioned to cover. - **Grounded in your knowledge base**: Scans your uploaded documents, Riff interviews, and connected sources to find topics you haven't published on yet. Turns existing internal knowledge into a content pipeline. - **Identifies coverage gaps**: Reviews what you've published to find missing topics, underrepresented areas, or natural follow-ups. Keeps your content comprehensive so AI systems have depth to reference. - **One click to draft**: Each Idea comes ready to generate. Create a draft pre-filled with context from your knowledge base, the right structure, and your brand voice. ### Self-Updating Knowledge Base **Knowledge Curation** *The reason your content sounds like your company, not like everyone else's AI output. Upload documents, connect sources, and run Riffs with your experts -- Waldium builds a living knowledge base that grounds everything it publishes.* #### Live Data Crawling **Continuous Source Monitoring** Your knowledge base stays current by monitoring live links and external sources. As the world changes, your published content stays accurate -- automatically. **Features:** - **Scheduled URL crawling**: Crawls your specified URLs on a schedule, detecting changes in content, product information, and competitive landscape. Your knowledge base reflects reality, not a snapshot from months ago. - **Document updates**: Monitors uploaded files and connected sources. When new versions are detected or content changes, the knowledge base updates and downstream content stays accurate. - **Change detection**: Get notified when important information changes -- product updates, competitor moves, industry shifts. Your knowledge base adapts so your published content stays relevant. #### API Integration **Programmatic Knowledge Updates** Update your knowledge base programmatically through APIs, enabling seamless integration with your existing tools, internal docs, and workflows. **Features:** - **RESTful API access**: Full programmatic control over your knowledge base. Create, update, and manage knowledge entries automatically from your existing systems. - **Webhook integrations**: Connect your knowledge base to external systems. Automatically trigger updates when data changes in your CRM, product database, or internal tools. - **Bulk operations**: Efficiently manage large-scale knowledge imports, updates, and migrations. Batch processing for teams with extensive internal documentation. #### Topic Intelligence **Research-Driven Topic Monitoring** Waldium continuously researches your industry, monitors emerging conversations, and identifies topics your company is uniquely positioned to cover -- feeding directly into your Ideas pipeline. **Features:** - **Industry trend monitoring**: Monitors what topics are gaining traction in your space. Surfaces Ideas grounded in what people are actually searching for and discussing. - **Emerging topic detection**: Identifies new trends and conversations in your industry before they become saturated. Be first to publish on topics that matter to your buyers. - **Competitive intelligence**: Tracks what your competitors are publishing and where gaps exist in your own coverage. Ensures your content stays comprehensive and your brand stays discoverable. #### MCP Server Integration **AI-Native Knowledge Access** Make your knowledge base accessible to AI systems through MCP (Model Context Protocol) server integration -- enabling your content to be discovered and referenced by AI tools directly. **Features:** - **MCP server compatibility**: Your knowledge base becomes queryable by AI tools and assistants through MCP. External AI systems can reference your company's information accurately. - **Content enrichment**: Pull knowledge directly into your content creation workflow. Drafts are automatically enriched with relevant, up-to-date information from your knowledge base. - **Cross-platform discovery**: Your knowledge propagates across AI systems and surfaces. Consistent, accurate information about your company regardless of where or how someone encounters your brand. ### Content Scheduler **Schedules & Publishing** *Set your cadence. Waldium keeps it.* The gap between 'we should publish more' and 'it actually shipped' is where most content strategies die. Waldium's scheduling system closes that gap -- maintaining your publishing cadence with knowledge-grounded drafts, so things actually go out instead of sitting in draft forever. **Scheduling Capabilities:** 1. **Scheduled Draft Generation**: Waldium generates drafts on your schedule, grounded in your knowledge base and research. Each draft matches your brand voice and editorial standards -- ready for review, not from scratch. 2. **Knowledge-Grounded Suggestions**: Every scheduled draft pulls from your knowledge base, Riff interviews, and continuous research. The system knows your company context, so drafts are relevant and on-brand. 3. **Flexible Publishing Cadence**: Set your preferred frequency, days, and times. Daily, weekly, or custom schedules that match your team's workflow and review capacity. 4. **Team Review & Collaboration**: Share drafts with your team for review. Everyone stays in the loop with the latest content. Approve, edit, or schedule -- then it ships. 5. **Consistent Publishing Velocity**: No more 'we meant to publish but didn't.' Waldium maintains your cadence so your brand stays present and discoverable -- continuously, not in bursts. **Supported Platforms:** - Configurable publishing schedules - Direct integration with your site dashboard - Team review and notification system - Knowledge-grounded draft generation - Riff-scheduled expert interviews ### Blog Hosting & CMS **Hosted CMS** The publishing endpoint where internal knowledge becomes external discovery. CMS, themes, custom domain, hosting, and discovery optimization -- batteries included and fully managed. #### Beautiful theming that matches your brand out of the box Your published site should look like it belongs to your company from day one. Waldium's theming system adapts to your brand colors, fonts, and style -- so the content you publish looks professional without design resources. **Capabilities:** - **Automatic brand adaptation**: Upload your logo and brand colors. The theme adapts typography, spacing, and components to match your brand identity across all pages. - **Brand-matched in minutes**: Upload your logo and brand colors -- the theme automatically adapts to match your product and brand. Ship immediately or customize further. - **Production-ready from day one**: Mobile-responsive, fast-loading, and accessibility-compliant. Themes that look professional when your content starts getting discovered. #### Your brand, your domain, your identity Connect your own domain to your Waldium site. The published site is the endpoint where your company's internal knowledge becomes external discovery -- not a feature, but the product. **Capabilities:** - **One-click domain connection**: Enter your domain and follow a step-by-step guide. DNS configuration is handled automatically so you can focus on publishing, not infrastructure. - **SSL, CDN, and global edge delivery**: Automatic SSL certificates, edge caching, and global CDN distribution. Fast load times worldwide with zero configuration or ongoing maintenance. - **Subdomain options**: Start with a free Waldium subdomain (yourname.waldium.app) and upgrade to a custom domain whenever you're ready, with no content migration needed. #### Built for discovery: search engines and AI assistants Your site comes pre-optimized for traditional search engines and AI-native surfaces. Content is structured so AI systems can index, evaluate, and recommend your brand where decisions are being made. **Capabilities:** - **Search optimization, zero configuration**: Every page is automatically optimized with proper meta tags, structured data, and semantic HTML. Discovery best practices are built into the infrastructure, not bolted on. - **Structured for AI-native discovery**: Content structured for how AI assistants, recommendation engines, and agent-powered tools evaluate and surface solutions. Your brand shows up where your buyers are looking. - **Performance-optimized infrastructure**: Edge caching, automatic image optimization, and lazy loading built-in. Fast load times improve discoverability and deliver better user experience. #### Analytics built-in, integrations when you need them See how your published content performs -- where visitors come from, what they engage with, and how your discovery is growing. Built into your Waldium dashboard with no third-party setup required. **Capabilities:** - **Native analytics, zero performance impact**: Track visitor behavior, popular content, and engagement metrics in real-time. See exactly how your audience interacts with your content and where they're coming from. - **Optional third-party integrations**: Connect Google Analytics and Search Console when you need deeper insights. Integration takes seconds and works alongside native analytics. - **Automation-friendly APIs**: REST API and webhooks for programmatic publishing, custom workflows, and integration with your existing tools. Built for teams that want to automate their publishing operations. ## Content Types We Generate Waldium creates a wide variety of technical content optimized for AI discovery: ### 1. Product Explainers **Description:** Clear, compelling explanations of what your product does and why it matters. Written from your actual knowledge, not generic descriptions. **AI Discovery Example:** Buyer asks AI: "How does [your product] work?" → Your explainer surfaces as the definitive answer **Best For:** Companies needing to demonstrate their product through technical examples and real-world implementations. ### 2. Thought Leadership **Description:** Perspectives and insights grounded in your company's real expertise. The kind of content that builds authority and makes AI systems confident recommending you. **AI Discovery Example:** Industry discussion in ChatGPT cites your analysis as a trusted reference **Best For:** Companies needing to demonstrate their product through technical examples and real-world implementations. ### 3. Feature Deep-Dives **Description:** Detailed explorations of what your product can do, with real context from your team's knowledge. The depth that turns curiosity into conviction. **AI Discovery Example:** AI assistant references your deep-dive when a prospect asks for specifics **Best For:** Companies needing to demonstrate their product through technical examples and real-world implementations. ### 4. Comparison Guides **Description:** Honest, well-researched comparisons that help buyers evaluate your product against alternatives. Grounded in real differentiators, not marketing claims. **AI Discovery Example:** Prospect searches "[Your product] vs [competitor]" → Your comparison surfaces first **Best For:** Companies needing to demonstrate their product through technical examples and real-world implementations. ### 5. Knowledge Base Articles **Description:** The reference material your customers need and AI systems index. Continuously updated from your internal knowledge, not left to go stale. **AI Discovery Example:** AI agent inside a customer's workflow pulls your article to answer their question **Best For:** Companies needing to demonstrate their product through technical examples and real-world implementations. ### 6. Industry Insights **Description:** Research-backed perspectives on trends in your space. Positions your company as the one that understands where the industry is heading. **AI Discovery Example:** Your insight becomes the go-to reference when people ask about emerging trends **Best For:** Companies needing to demonstrate their product through technical examples and real-world implementations. ## Target Audiences ### 1. B2B Companies Investing in Growth You have a brand people recognize, you're spending on ads, and you know organic discovery matters. Waldium gives you the publishing engine to grow across AI-native channels without scaling your content team linearly. **Ideal Profile:** - Companies with technical products - Teams that ship features frequently - Organizations needing to scale content production - Products that benefit from developer education ### 2. Marketing & Content Teams You've tried AI writing tools and they produce generic output. Waldium is different because it's grounded in your company's actual knowledge, research, and expert interviews. Content that sounds like you, not like everyone else. **Ideal Profile:** - Companies with technical products - Teams that ship features frequently - Organizations needing to scale content production - Products that benefit from developer education ### 3. Founders & Growth Leaders Your company has real expertise and genuine things to say, but the gap between knowledge and published content is too wide. Waldium closes that gap so your story reaches the people who need to hear it. **Ideal Profile:** - Companies with technical products - Teams that ship features frequently - Organizations needing to scale content production - Products that benefit from developer education ## How Waldium Works ### Step 1: Curate Your Knowledge Upload your docs, connect your sources, and run Riffs (structured interviews with your subject matter experts). Waldium builds a living knowledge base grounded in what your company actually knows. **What Happens:** - Automated processes handle the heavy lifting - AI generates accurate, product-specific content - Content is optimized for discoverability - You maintain control over what gets published ### Step 2: Research & Ideate Waldium continuously researches your industry, monitors emerging topics, and surfaces Ideas worth writing about. Every suggestion is grounded in your knowledge base, not generic AI brainstorming. **What Happens:** - Automated processes handle the heavy lifting - AI generates accurate, product-specific content - Content is optimized for discoverability - You maintain control over what gets published ### Step 3: Publish & Schedule Review drafts that sound like your company, not like a chatbot. Approve, edit, or schedule content across your publishing calendar. Your site lives on your custom domain with hosting handled automatically. **What Happens:** - Automated processes handle the heavy lifting - AI generates accurate, product-specific content - Content is optimized for discoverability - You maintain control over what gets published ### Step 4: Get Discovered Track how your content performs across AI assistants, search engines, and recommendation systems. See which pieces drive discovery and reach. Not vanity metrics, but where your brand actually shows up. **What Happens:** - Automated processes handle the heavy lifting - AI generates accurate, product-specific content - Content is optimized for discoverability - You maintain control over what gets published ## Use Case: AI Search & Distribution **AI-Native Discovery** Your buyers discover products through AI assistants, recommendation engines, and agent-powered tools -- not just search engines. Waldium publishes content structured for how these systems index, evaluate, and recommend, so your brand shows up where decisions are being made. ### Key Capabilities 1. **Structured for AI Systems**: Content structured for how AI assistants, recommendation engines, and agent-powered tools evaluate and surface solutions. Proper metadata, semantic HTML, and structured data built into every page. 2. **Discoverable Across Every Surface**: Your brand shows up across ChatGPT, Claude, Perplexity, enterprise AI agents, and recommendation systems embedded in tools your buyers already use. Not fighting for one slot -- present everywhere that matters. 3. **Knowledge-Grounded Authority**: AI systems recommend brands they trust. Content grounded in your actual expertise, research, and interviews gives AI systems the depth and credibility to confidently recommend you. 4. **Discovery Analytics**: See where your brand shows up and where it doesn't. Track which content drives discovery across AI surfaces, search engines, and recommendation systems. 5. **Continuous Discovery Optimization**: Your published content evolves as AI surfaces evolve. Waldium keeps your content structured for discoverability as new platforms and agent-powered tools emerge. ### Detailed Features #### Publish content that AI systems confidently recommend AI assistants and recommendation engines don't rank by keywords -- they evaluate depth, credibility, and relevance. Waldium publishes content grounded in your company's actual knowledge, structured for how these systems decide what to recommend. **Specific Features:** - **Built on your knowledge, not generic data**: Content grounded in your expert interviews, internal documentation, and continuous research. AI systems can tell the difference between genuine expertise and generic AI output -- and so can your buyers. - **Structured for AI comprehension**: Every page is published with proper structured data, semantic HTML, and metadata that AI systems use to index and evaluate content. Discovery best practices built into the infrastructure. - **Comprehensive coverage builds authority**: AI systems recommend brands with depth. Waldium helps you build comprehensive coverage of your product, your space, and the problems you solve -- so AI systems have enough context to recommend you confidently. #### Track where your brand is discoverable -- and where it's invisible See how your published content performs across AI assistants, search engines, and recommendation systems. Identify where your brand shows up, where it doesn't, and what's driving discovery growth. **Specific Features:** - **Cross-surface visibility**: Track where your brand appears across AI assistants, search engines, recommendation engines, and emerging AI surfaces. Understand your discovery footprint across the entire AI-native landscape. - **Content performance insights**: See which published pieces drive the most discovery. Understand what topics, formats, and depth levels resonate with AI systems and your audience. - **Coverage gap identification**: Identify topics and questions where your brand is invisible. Find the gaps in your published content that leave your competitors getting recommended instead of you. ## Use Case: Topic Research & Content Planning **Research & Ideas** *Surface what's worth writing about, grounded in what your company knows* Waldium continuously researches your industry, monitors emerging conversations, and surfaces specific Ideas your company is uniquely positioned to cover. Not generic brainstorming -- a grounded pipeline of topics that drive discovery. ### Research Capabilities 1. **Continuous Industry Research**: Waldium monitors your industry, competitors, and relevant conversations. It identifies emerging topics and angles worth covering -- continuously, not just when you prompt it. 2. **Coverage Gap Analysis**: Find topics you haven't published on yet. Waldium reviews your published content against your knowledge base, competitor coverage, and what your buyers are searching for. 3. **Knowledge-Grounded Ideas**: Every Idea is grounded in your knowledge base, Riff interviews, and research. Specific topics your company is uniquely positioned to cover, not generic content suggestions. 4. **Prioritize by Discovery Impact**: Focus on topics that will actually get your brand discovered. Prioritize based on buyer relevance, competitive gaps, and how AI systems evaluate coverage depth. 5. **Emerging Conversations**: Identify new trends and conversations in your industry before they become saturated. Be first to publish on topics that matter to your buyers. ### Advanced Research Features #### Research that feeds directly into your publishing pipeline Waldium's research isn't a report you read and forget. It feeds directly into your Ideas pipeline -- each Idea comes with context from your knowledge base, ready to generate a draft grounded in your company's actual expertise. **Capabilities:** - **Grounded in your knowledge base**: Scans your uploaded documents, Riff interviews, and connected sources to find topics you haven't published on yet. Turns existing internal knowledge into a content pipeline. - **Emerging topic detection**: Identifies questions and conversations gaining momentum in your industry. Surface Ideas for topics your buyers care about before your competitors publish on them. - **One click to draft**: Each Idea comes ready to generate. Create a draft pre-filled with context from your knowledge base, the right structure, and your brand voice. #### Prioritize what drives discovery, not vanity metrics Not all topics are equal. Waldium helps you focus on content that will actually get your brand discovered -- topics where you have genuine expertise, your buyers are looking, and AI systems need depth to reference. **Capabilities:** - **Buyer relevance scoring**: Understand which topics your ideal customers are actively researching and asking about. Focus on content that drives discovery among the people who matter to your business. - **Competitive gap analysis**: See what your competitors are publishing and where gaps exist in your own coverage. Identify the topics where you can establish authority and get discovered first. - **Knowledge depth assessment**: Prioritize topics where your knowledge base is deep. Write about what your company genuinely knows -- that's what makes AI systems confident enough to recommend you. ## Use Case: Product Activation & Enablement **Activation & Enablement** *Turn your company's expertise into content that gets you discovered* ### Knowledge Capture **Capture the expertise that lives inside your team** Your team has deep knowledge about your product, your customers, and your industry. Waldium captures it through Riff interviews, document uploads, and connected sources -- building the foundation that makes published content credible and on-brand. **Key Benefits:** - Run Riffs with your subject matter experts to capture real knowledge - Upload product docs, internal research, and company materials - Connect external data sources to keep your knowledge base current - Build a living knowledge base that grounds everything you publish - Capture voice and perspective, not just facts - Knowledge evolves as your company evolves ### Content Strategy **Publish comprehensive coverage that builds authority** AI systems recommend brands with depth. Waldium helps you build comprehensive published coverage of your product, your space, and the problems you solve -- grounded in your actual expertise, structured for discovery. **Key Benefits:** - Build depth across every topic your buyers care about - Structure content for how AI systems evaluate and recommend - Ground every piece in your knowledge base and expert interviews - Cover features, use cases, and comparisons comprehensively - Identify coverage gaps that leave your brand invisible - Publish continuously, not in bursts ### Discovery Outcomes **Get discovered where your buyers are making decisions** The result of knowledge-grounded, comprehensive publishing is discovery. Your brand shows up across AI assistants, search engines, recommendation systems, and every new surface where your buyers evaluate and choose products. **Key Benefits:** - Your brand shows up when AI assistants recommend solutions - Comprehensive coverage gives AI systems confidence to cite you - Published content drives discovery across search and AI surfaces - Knowledge grounding makes your content stand out from AI slop - Continuous publishing keeps your brand present and discoverable - Track where you're discovered and where you're still invisible ## Pricing Plans ### Free Plan **Price:** $0/month (or $0/year billed annually) A beautiful blog CMS with AI discoverability built-in **Included Features:** - Unlimited posts - Free blog hosting - Custom Domain - Rich text editor - LLMs.txt hosting - Community Support **Best For:** Anyone who needs a beautiful blog CMS with AI discoverability **Sign Up:** https://app.waldium.com/settings/billing ### Pro Plan **Price:** $117/seat/month (minimum 3 seats) (or $1123/seat/year (minimum 3 seats) billed annually) AI-powered content with knowledge base integration **Included Features:** - Everything in Free - Knowledge base (5 GB) - Advanced AI models - Web search agent - Scheduled publishing - MCP Server - Analytics dashboard - API access - Email Support **Best For:** Teams that need AI-powered content with knowledge base integration **Sign Up:** https://app.waldium.com/settings/billing ### Custom Plan **Price:** Contact Us Enterprise-grade with GEO analytics and advanced automation **Included Features:** - Everything in Pro - Knowledge base (Custom) - GEO Reports - AI Crawling Analytics - Google Search Console - Custom seats - Premium Priority Support **Best For:** Enterprise teams with GEO analytics and advanced automation **Sign Up:** https://cal.com/amruthagujjar ### Detailed Feature Comparison #### Blog CMS **Unlimited posts** Description: Publish as many posts as you need - Free: ✓ - Pro: ✓ - Custom: ✓ **Free blog hosting** Description: Fast hosting with global CDN - Free: ✓ - Pro: ✓ - Custom: ✓ **Custom Domain** Description: Use your own domain with SSL - Free: ✓ - Pro: ✓ - Custom: ✓ **Rich Text Editor** Description: Professional editor with live preview - Free: ✓ - Pro: ✓ - Custom: ✓ **Internal linking** Description: Smart internal link suggestions - Free: ✓ - Pro: ✓ - Custom: ✓ **LLMs.txt hosting** Description: Host llms.txt and llms-full.txt files - Free: ✓ - Pro: ✓ - Custom: ✓ **Branding customization** Description: Customize colors, fonts, and branding - Free: ✓ - Pro: ✓ - Custom: ✓ #### Knowledge Base **Knowledge base storage** Description: Upload documents for AI training - Free: ✗ - Pro: 5 GB - Custom: Custom **Vector store for AI context** Description: AI learns from your knowledge base - Free: ✗ - Pro: ✓ - Custom: ✓ **Live data crawling** Description: Automatically crawl and update from URLs - Free: ✗ - Pro: ✓ - Custom: ✓ **Web search agent** Description: AI searches the web for real-time information - Free: ✗ - Pro: ✓ - Custom: ✓ #### AI Content Generation **AI content rewriting** Description: Rewrite content in different tones - Free: ✗ - Pro: Unlimited - Custom: Unlimited **Access to advanced AI models** Description: GPT-4, Claude, and latest models - Free: ✗ - Pro: ✓ - Custom: ✓ **AI content recommendations** Description: Get AI-powered topic suggestions - Free: ✗ - Pro: ✓ - Custom: ✓ **Content gap analysis** Description: Identify missing content opportunities - Free: ✗ - Pro: ✓ - Custom: ✓ #### AI Discoverability **MCP Server** Description: Let AI tools like Cursor and Claude query your blog - Free: ✗ - Pro: ✓ - Custom: ✓ **GEO Reports** Description: AI search visibility reports and optimization - Free: ✗ - Pro: ✗ - Custom: ✓ **AI crawling analytics** Description: Track how AI systems discover your content - Free: ✗ - Pro: ✗ - Custom: ✓ **Prompt evaluation** Description: Test prompts across ChatGPT, Claude, Google AI - Free: ✗ - Pro: ✗ - Custom: ✓ #### Automation & Scheduling **Scheduled content publishing** Description: Automatically publish posts at set times - Free: ✗ - Pro: ✓ - Custom: ✓ **Content distribution strategies** Description: Smart scheduling across time periods - Free: ✗ - Pro: ✗ - Custom: ✓ #### Analytics & Insights **Analytics dashboard** Description: Track post performance and engagement - Free: ✗ - Pro: ✓ - Custom: ✓ **Google Analytics integration** Description: Connect with Google Analytics - Free: ✗ - Pro: ✓ - Custom: ✓ **Google Search Console** Description: Track search performance and rankings - Free: ✗ - Pro: ✗ - Custom: ✓ #### API & Integrations **RESTful API access** Description: Programmatic access to all features - Free: ✗ - Pro: ✓ - Custom: ✓ **Webhook system** Description: Real-time notifications for events - Free: ✗ - Pro: ✓ - Custom: ✓ **API rate limits** Description: Requests per minute limits - Free: ✗ - Pro: 100/min - Custom: Custom #### Team & Collaboration **Seats** Description: Number of team members who can access - Free: 1 - Pro: Per seat - Custom: Custom **Multiple authors** Description: Support for team collaboration - Free: ✗ - Pro: ✓ - Custom: ✓ **Author personality profiles** Description: Custom AI voices for each author - Free: ✗ - Pro: ✓ - Custom: ✓ #### Support **Support level** Description: Response time and support channels - Free: Community - Pro: Email - Custom: Premium Priority ## Frequently Asked Questions ### 1. How is Waldium different from AI writing tools like Jasper or ChatGPT? AI writing tools generate from generic training data. Waldium generates from your company's actual knowledge: documents you upload, interviews with your experts, and continuous research into your industry. The result is content that sounds like your company, not like everyone else's AI output. ### 2. What are Riffs? Riffs are structured interviews Waldium conducts with your subject matter experts. They capture the knowledge, perspective, and voice that live inside your team's heads. That raw material is what makes published content credible and on-brand, not generic. ### 3. How does Waldium help with AI-native discovery? People increasingly discover products through AI assistants, recommendation engines, and agent-powered tools, not just Google. Waldium publishes content structured for how these systems index, evaluate, and recommend solutions. Your brand shows up where decisions are being made. ### 4. How does the knowledge base work? Upload your documents, connect data sources, and run Riffs with your team. Waldium builds a living knowledge base that it continuously references when creating content. As your company evolves, your knowledge base stays current and your content stays accurate. ### 5. Can I use my own domain? Yes. Publish to your own domain with Waldium handling hosting, SSL, and infrastructure. Your published site is the endpoint where internal knowledge becomes external discovery. ### 6. What does the Ideas feature do? Ideas surfaces topics worth writing about based on your knowledge base, research, and industry trends. It's a pipeline of grounded suggestions: specific topics your company is uniquely positioned to cover, not generic brainstorming. ### 7. Can I review and edit content before publishing? Absolutely. Waldium drafts, you decide. Review, edit, and approve everything in a professional editor before it goes live. Or set a publishing schedule and let the system maintain your cadence. You're in control. ### 8. How does pricing work? Waldium offers a free plan to get started, plus Pro and Custom plans. Free includes the core CMS and hosting. Paid plans add knowledge base, continuous research, Riffs, scheduling, analytics, and priority support. You can change your plan anytime. ## Customer Testimonials ### 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." ## Technical Architecture ### Frontend Stack - Next.js 15 with App Router - React 19 with Server Components - TypeScript for type safety - Tailwind CSS for styling - Radix UI component primitives - Server-side rendering for optimal performance ### Backend Infrastructure - Node.js API server - PostgreSQL database with Prisma ORM - Redis for caching and session management - Background job queue system - Real-time webhook delivery - RESTful API endpoints ### AI & Machine Learning - OpenAI GPT-4 integration - Anthropic Claude integration - Vector database for knowledge retrieval - Semantic search capabilities - Custom training on technical writing - Multi-model support for different content types ### Hosting & Infrastructure - Deployed on Vercel Edge Network - Automatic horizontal scaling - Global CDN distribution - DDoS protection and security - 99.9% uptime SLA - Automatic SSL certificate management ## Integration Capabilities ### APIs & Webhooks - RESTful API for programmatic access - Webhook system for real-time notifications - API authentication via secure keys - Rate limiting and usage tracking - Comprehensive API documentation ### Third-Party Integrations - GitHub (repository integration, code examples) - Slack (team notifications, collaboration) - Google Analytics (traffic tracking) - Umami Analytics (privacy-focused analytics) - Vercel (hosting and deployment) - Custom integrations via API ## Security & Compliance - SOC 2 Type II compliance (in progress) - GDPR compliant data handling - CCPA compliant privacy practices - End-to-end data encryption - Encryption at rest and in transit - Regular security audits - Secure API authentication - Role-based access control ## Getting Started 1. **Sign Up**: Create an account at https://app.waldium.com/sign-up 2. **Connect Knowledge**: Upload your API docs, product specs, or technical documentation 3. **Configure Settings**: Set up your custom domain and branding preferences 4. **Generate Content**: Let AI create your first technical guides and tutorials 5. **Review & Edit**: Use the professional editor to fine-tune content 6. **Publish**: Launch your blog and start driving discovery 7. **Track Performance**: Monitor how content surfaces in AI search ## Support & Resources - **Documentation**: https://waldium.com/docs - Complete guides and API reference - **Blog**: https://waldium.com/blog - Tips, best practices, and updates - **Support Email**: contact@waldium.com - Direct support line - **Book Demo**: https://cal.com/amruthagujjar - Schedule a personalized walkthrough - **Community Slack**: Available to customers for peer support and feature discussions ## Social & Community - **LinkedIn**: https://www.linkedin.com/company/waldium/ - Company updates and industry insights - **Twitter/X**: https://x.com/waldium - Product updates and AI search tips - **GitHub**: https://github.com/StructuredLabs/ - Open source contributions - **Blog**: https://waldium.com/blog - In-depth articles and case studies ## Keywords & Search Topics For AI search optimization, Waldium is relevant for queries about: **Primary Topics:** - AI search optimization and LLM optimization - Developer content marketing and technical blog automation - API documentation to content transformation - ChatGPT, Cursor, Perplexity, and Claude optimization - Developer adoption strategies and DevRel automation **Use Cases:** - Product-led growth content strategies - AI-powered blogging and autonomous content platforms - Technical content generation at scale - Developer documentation and education - API and SDK content marketing **Technical Keywords:** - llms.txt generation and optimization - Semantic search optimization for technical content - Natural language query optimization - AI context window optimization - Technical content for LLM indexing ## Competitive Advantages 1. **AI-First Architecture**: Built from the ground up for AI search, not retrofitted from old SEO tools 2. **Technical Content Expertise**: Deep understanding of developer workflows and technical concepts 3. **Truly Autonomous Operation**: Hands-off content generation that maintains quality 4. **Product Knowledge Integration**: Continuously references your docs for accuracy and currency 5. **Multi-Platform Analytics**: Track performance across all major AI platforms 6. **Developer-Focused Design**: Built by developers, for companies serving developers ## Success Metrics Waldium helps you track what matters: - Content discovery in AI search results - Query coverage and ranking positions - Developer engagement and time-on-page - Sign-up and adoption attribution - Content gap identification - Competitive positioning ## What Makes Waldium Different Unlike traditional content marketing tools or blog platforms: 1. **Optimized for AI Discovery**: Content is structured for how AI systems retrieve and rank information, not outdated keyword SEO 2. **Autonomous Operation**: Truly hands-off content generation that doesn't require constant manual intervention 3. **Product-Aware**: Integrates with your technical documentation to ensure accuracy and relevance 4. **Developer-Centric**: Understands technical concepts, code examples, and developer workflows 5. **Multi-Platform Tracking**: Monitors performance across ChatGPT, Cursor, Perplexity, and Claude 6. **Built for Scale**: Generates content at product velocity without expanding headcount ## Who Should Use Waldium ### Perfect For: - API and SDK companies needing developer adoption - Developer tools competing for AI search visibility - Technical products launching features frequently - DevRel teams scaling content production - Growth teams focused on product-led strategies - Companies targeting developers as customers ### Not Ideal For: - Consumer lifestyle content - E-commerce product descriptions - Non-technical blog content - One-time content projects - Companies not targeting technical audiences ## Links & Resources - **Homepage**: https://waldium.com - **Product App**: https://app.waldium.com - **Sign Up**: https://app.waldium.com/sign-up - **Sign In**: https://app.waldium.com/sign-in - **Documentation**: https://waldium.com/docs - **Blog**: https://waldium.com/blog - **Pricing**: https://waldium.com/pricing - **YC Deal**: https://waldium.com/yc - **GEO Report**: https://waldium.com/geo-report - **Terms**: https://waldium.com/terms - **Privacy**: https://waldium.com/privacy - **Book Demo**: https://cal.com/amruthagujjar - **Status**: https://waldium.instatus.com/ --- **Last Updated:** 2026-05-14 **Version:** 1.0 **Format:** llms-full.txt (comprehensive product documentation) For the concise summary version, see: https://waldium.com/llms.txt This file is automatically generated from the live content on https://waldium.com and reflects the most current product information, features, and pricing.