# Rampify

> Rampify is the SEO intelligence layer for AI coding tools. Connect once over the Model Context Protocol (MCP), then build sites in Cursor or plan content in claude.ai with real-time, deterministic SEO context — the same data the dashboard shows, in a shape your AI can reason over. Rampify crawls your live site, pulls Google Search Console data, and exposes it as structured tools so your AI works from facts, not guesses.

## Documentation

- [Getting Started](https://www.rampify.dev/docs): Rampify is the SEO intelligence layer for AI tools. Connect once, then build sites in Cursor or plan content in claude.ai with real-time SEO context.
- [Introduction](https://www.rampify.dev/docs/introduction): Rampify is the SEO intelligence layer for AI coding tools: a new way for developers to understand, fix, and optimize SEO right inside Cursor, VS Code, Claude Code, or claude.ai.

### How it works

- [How Rampify Works](https://www.rampify.dev/docs/how-rampify-works): Learn how Rampify combines a hosted HTTP crawler, structured data extraction, and MCP tools to bring SEO intelligence into your AI coding tools.
- [Dashboard & MCP](https://www.rampify.dev/docs/dashboard-and-mcp): Everything in a Rampify project is one dataset with two front doors: the dashboard is where you see and curate it, MCP is how your AI does something with it.
- [Search Engine Indexing](https://www.rampify.dev/docs/indexing): Publishing a page and being findable are different things. How discovery, crawling, indexing, and ranking actually work, and why the same index now feeds both classic search results and AI answers.
- [AI Visibility](https://www.rampify.dev/docs/ai-visibility): Can AI assistants like ChatGPT, Claude, Perplexity, and Google's AI Overviews actually read your site? AI visibility is the technical foundation of Answer Engine Optimization (AEO / GEO): three gates (discoverable, allowed, readable) that decide whether AI crawlers can reach and read your content.
- [AI Answer Presence](https://www.rampify.dev/docs/ai-answer-presence): Once AI can read your site, does it actually cite and recommend you? AI answer presence is the outcome side of Answer Engine Optimization (AEO / GEO): the difference between being mentioned, cited, and recommended in answers from ChatGPT, Claude, Perplexity, and Google's AI Overviews, and which of those you can measure.
- [Spec-Driven Development](https://www.rampify.dev/docs/spec-driven-development): Spec-driven development means defining structured specifications before AI writes code. Learn the workflow, principles, and how it replaces vibe coding.

### Dashboard

- [Dashboard](https://www.rampify.dev/docs/dashboard): The Dashboard is the one screen above your projects: every project you have access to, in one list, each a door into its own workspace.
- [Home](https://www.rampify.dev/docs/dashboard/home): Home is where you read your project's momentum: how far your launch has progressed, and whether the last twelve months of work are showing up in Google.
- [Specs](https://www.rampify.dev/docs/dashboard/specs): Every improvement becomes a feature specification, with tasks, acceptance criteria, and a commit trail, instead of a bullet in a report nobody executes.
- [Discovery](https://www.rampify.dev/docs/dashboard/discovery): Discovery runs structured research sessions that turn AI conversations into findings you can act on: category visibility, market opportunities, and more.
- [Website](https://www.rampify.dev/docs/dashboard/website): The canonical map of every URL Rampify knows about: what's healthy, what's broken, what Google thinks of each page, and whether AI crawlers can even get in.
- [Keywords](https://www.rampify.dev/docs/dashboard/keywords): Keywords organizes what you want to rank for into clusters: keyword groups with live volume data, tied to the pages that should win them.
- [Google Search](https://www.rampify.dev/docs/dashboard/google-search): Connection health, sync freshness, and search performance you can read by page or by query, without the GSC interface's sixteen clicks.
- [Business Profile](https://www.rampify.dev/docs/dashboard/business-profile): Who you are, who you serve, what category you compete in, and against whom. The richer the profile, the smarter every other tool (and your AI) gets.
- [Products](https://www.rampify.dev/docs/dashboard/products): Every project has a default product; sub-products let each offering carry its own category, one-liner, and positioning, so research and keywords can target the right thing.
- [Project Settings](https://www.rampify.dev/docs/dashboard/settings): The project's control panel: identity, API keys, tool connections, and automation. You'll visit rarely, but when you do, it's because something here unblocks everything else.

### Integrations

- [Agent Orchestration](https://www.rampify.dev/docs/integrations/agent-orchestration): Use Rampify with Conductor, Cursor, Codex, Emdash, and Sculptor. The Open in Conductor handoff, per-tool MCP config, and the worktree pattern for running parallel agents across multiple workspaces and projects.
- [VS Code Extension](https://www.rampify.dev/docs/integrations/vscode-extension): Install the Rampify extension for VS Code and Cursor. Browse feature specs, set up MCP with a wizard, and track commits, all from your editor sidebar.
- [Server-side Tracker](https://www.rampify.dev/docs/server-side-tracker): Install the Rampify server-side tracker on Netlify or Vercel to capture pageviews from ChatGPT, Claude, Perplexity, Googlebot, and every other crawler.

## Guides

> The Discovery Optimization guide: one chapter per technique for getting found across algorithmic search and AI answer engines, organized by which signal each technique reads.

- [Overview](https://www.rampify.dev/docs/guides): A working guide to Discovery Optimization, the unified practice of getting found across search, AI answer engines, and the SERP. One chapter per technique, organized by which signal it reads.
- [Search Performance Analysis](https://www.rampify.dev/docs/guides/search-performance-analysis): A Discovery Optimization technique. Read the impressions, clicks, CTR, and position you already earn in Google Search Console, diagnose intent from the impressions-vs-CTR gap, restructure to match, and measure conversions. With a real, end-to-end example.
- [Category Visibility](https://www.rampify.dev/docs/guides/category-visibility): A Discovery Optimization research methodology. Probe ChatGPT, Claude, and Perplexity with realistic, conversational category questions (no brand names) to measure whether you surface organically, then fix the gaps.
- [Comparison Readiness](https://www.rampify.dev/docs/guides/comparison-readiness): A Discovery Optimization research methodology. Probe the answer engines with competitor-shootout questions to measure whether you are pulled into the consideration set when a buyer is already narrowing between named options.
- [Scenario Surfacing](https://www.rampify.dev/docs/guides/scenario-surfacing): A Discovery Optimization research methodology. Probe the answer engines with first-person problem scenarios, the way people actually describe their situation, to measure whether you are recommended when the pain shows up.
- [Developer Workflow](https://www.rampify.dev/docs/guides/developer-workflow): A Discovery Optimization research methodology. Probe coding agents with implementation-shaped questions, the way an engineer asks how to build, to measure whether you get recommended in the flow of work, not just in a buying decision.
- [Narrative Audit](https://www.rampify.dev/docs/guides/narrative-audit): A Discovery Optimization research methodology. Ask the model directly about your brand, with no live search, to surface what it learned from training data, and whether that cached story is right.
- [Market Opportunity](https://www.rampify.dev/docs/guides/market-opportunity): A Discovery Optimization research methodology that points the lens at the market instead of your brand. Probe it through four buyer archetypes to surface density, gaps, vocabulary mismatches, and the wedge you can exploit.

## MCP Tools

> 57 tools your AI can call from Claude Code, Cursor, VS Code, or claude.ai. Read tools have no side effects; write tools change state or call paid APIs.

- [MCP Tools overview](https://www.rampify.dev/docs/mcp)
- [Connecting the MCP server](https://www.rampify.dev/docs/mcp/connecting)

### Account

- [list_projects](https://www.rampify.dev/docs/mcp/list_projects): See your projects and which one is active

### Site Analysis & Monitoring

- [crawl_site](https://www.rampify.dev/docs/mcp/crawl_site): Crawl your site and file SEO fixes
- [scan_page](https://www.rampify.dev/docs/mcp/scan_page): Audit one page's SEO and keyword use
- [get_page_intelligence](https://www.rampify.dev/docs/mcp/get_page_intelligence): Every metric for one page in one call
- [get_issues](https://www.rampify.dev/docs/mcp/get_issues): List SEO issues with a health score
- [get_search_performance](https://www.rampify.dev/docs/mcp/get_search_performance): Google Search Console performance

### Content Creation & Optimization

- [generate_meta](https://www.rampify.dev/docs/mcp/generate_meta): Generate optimized meta tags
- [github_open_meta_pr](https://www.rampify.dev/docs/mcp/github_open_meta_pr): Open a PR with new title and meta tags
- [generate_title](https://www.rampify.dev/docs/mcp/generate_title): Generate title-tag candidates
- [generate_description](https://www.rampify.dev/docs/mcp/generate_description): Generate meta-description candidates
- [generate_schema](https://www.rampify.dev/docs/mcp/generate_schema): Auto-generate schema.org JSON-LD
- [optimize_content](https://www.rampify.dev/docs/mcp/optimize_content): Get keyword optimization instructions
- [create_content_spec](https://www.rampify.dev/docs/mcp/create_content_spec): Spec a page from a keyword cluster

### Keyword Research & Management

- [create_keyword_cluster](https://www.rampify.dev/docs/mcp/create_keyword_cluster): Create a keyword cluster
- [get_keyword_clusters](https://www.rampify.dev/docs/mcp/get_keyword_clusters): Read keyword clusters with live volume data
- [lookup_keywords](https://www.rampify.dev/docs/mcp/lookup_keywords): Look up volume, competition, and trends
- [suggest_keywords](https://www.rampify.dev/docs/mcp/suggest_keywords): Expand a seed into related keywords
- [update_keyword](https://www.rampify.dev/docs/mcp/update_keyword): Retier, recluster, or retarget a keyword
- [remove_keyword](https://www.rampify.dev/docs/mcp/remove_keyword): Remove a tracked keyword

### Feature Specs

- [create_feature_spec](https://www.rampify.dev/docs/mcp/create_feature_spec): File a feature spec
- [get_feature_spec](https://www.rampify.dev/docs/mcp/get_feature_spec): Fetch a spec with full detail
- [list_feature_specs](https://www.rampify.dev/docs/mcp/list_feature_specs): Find and filter feature specs
- [update_feature_spec](https://www.rampify.dev/docs/mcp/update_feature_spec): Update a spec's fields
- [create_spec_task](https://www.rampify.dev/docs/mcp/create_spec_task): Add tasks to a feature spec
- [update_spec_task](https://www.rampify.dev/docs/mcp/update_spec_task): Update a spec task's status
- [delete_spec_task](https://www.rampify.dev/docs/mcp/delete_spec_task): Remove a task from a spec
- [create_spec_criterion](https://www.rampify.dev/docs/mcp/create_spec_criterion): Add an acceptance criterion
- [update_spec_criterion](https://www.rampify.dev/docs/mcp/update_spec_criterion): Update an acceptance criterion
- [delete_spec_criterion](https://www.rampify.dev/docs/mcp/delete_spec_criterion): Remove an acceptance criterion
- [link_commit](https://www.rampify.dev/docs/mcp/link_commit): Link a commit to a spec and task
- [get_commit_message](https://www.rampify.dev/docs/mcp/get_commit_message): Generate a commit message from a spec

### Campaign Attribution

- [list_campaigns](https://www.rampify.dev/docs/mcp/list_campaigns): List campaigns and tracked links
- [create_campaign](https://www.rampify.dev/docs/mcp/create_campaign): Create a campaign for attribution
- [create_tracked_link](https://www.rampify.dev/docs/mcp/create_tracked_link): Generate a tracked campaign URL
- [save_campaign_content](https://www.rampify.dev/docs/mcp/save_campaign_content): Save content for a campaign
- [get_top_campaign_content](https://www.rampify.dev/docs/mcp/get_top_campaign_content): See top campaign content
- [get_campaign_performance](https://www.rampify.dev/docs/mcp/get_campaign_performance): Get a campaign's traffic data

### Business Profile & Competitor Research

- [get_business_profile](https://www.rampify.dev/docs/mcp/get_business_profile): Read your business profile
- [update_business_profile](https://www.rampify.dev/docs/mcp/update_business_profile): Write your positioning and audience
- [list_products](https://www.rampify.dev/docs/mcp/list_products): List a project's products
- [create_product](https://www.rampify.dev/docs/mcp/create_product): Add a product to a project
- [update_product](https://www.rampify.dev/docs/mcp/update_product): Update a product's positioning
- [delete_product](https://www.rampify.dev/docs/mcp/delete_product): Delete a non-default product
- [research_competitors](https://www.rampify.dev/docs/mcp/research_competitors): Find competitors by keyword overlap

### Discovery Research Sessions

- [start_discovery](https://www.rampify.dev/docs/mcp/start_discovery): Start a Discovery research session
- [get_discovery_action](https://www.rampify.dev/docs/mcp/get_discovery_action): Read a Discovery session's next step
- [discovery_submit_profile_enrichment](https://www.rampify.dev/docs/mcp/discovery_submit_profile_enrichment): Submit profile enrichment
- [discovery_submit_clarify_answers](https://www.rampify.dev/docs/mcp/discovery_submit_clarify_answers): Submit clarify-step answers
- [discovery_submit_prompts](https://www.rampify.dev/docs/mcp/discovery_submit_prompts): Submit generated research prompts
- [discovery_submit_subagent_results](https://www.rampify.dev/docs/mcp/discovery_submit_subagent_results): Submit subagent results
- [discovery_record_filed_spec](https://www.rampify.dev/docs/mcp/discovery_record_filed_spec): Record a spec filed in Discovery
- [discovery_record_keywords_derived](https://www.rampify.dev/docs/mcp/discovery_record_keywords_derived): Record clusters derived
- [derive_keyword_clusters](https://www.rampify.dev/docs/mcp/derive_keyword_clusters): Turn research into keyword clusters
- [list_research_sessions](https://www.rampify.dev/docs/mcp/list_research_sessions): List Discovery research sessions
- [get_research_session](https://www.rampify.dev/docs/mcp/get_research_session): Read a Discovery session's findings

### Workflow

- [suggest_next_action](https://www.rampify.dev/docs/mcp/suggest_next_action): Get your recommended next step
- [send_feedback](https://www.rampify.dev/docs/mcp/send_feedback): Send feedback to the Rampify team

## Product

- [AI Visibility Research Guide: Honest Methodology](https://www.rampify.dev/ai-visibility-research-guide): A methodology for measuring AI visibility honestly. Engages the Princeton GEO paper, SparkToro\u2019s consistency study, and introduces the training-vs-search grid.
- [Discovery Optimization: Search, Chat, LLMs](https://www.rampify.dev/discovery-optimization): Unified practice for getting your brand found across search, chat, and LLM answer engines. Close the loop from visibility to a shipped fix. Free tier.
- [AI Visibility Tool Pricing: The Category Grid, Annotated](https://www.rampify.dev/discovery-optimization-pricing): Honest pricing grid for AI visibility / Discovery Optimization tools in 2026: Otterly, HubSpot AEO, Semrush AIO, Ahrefs Brand Radar, Peec AI, AthenaHQ, Profound. What you pay, what you get, what you still have to buy separately.
- [Frequently Asked Questions](https://www.rampify.dev/faq): Answers to common questions about Rampify — AI-powered SEO tools, MCP integration, keyword research, content verification, and pricing.
- [Turn Your Coding Agent into a Marketing Agent](https://www.rampify.dev/): Rampify is an AI SEO tool for spec-driven development. Real keyword data, content specs, and automated verification through one MCP connection. Turn your coding agent into a marketing agent.
- [Rampify Pricing: Free, Starter & Pro Plans](https://www.rampify.dev/pricing): Simple, transparent pricing for Rampify, the AI SEO tool for developers. Compare Free, Starter, and Pro plans: projects, page crawls, keywords, and MCP access.
- [SEO MCP Server: from audit to verified fix | Rampify](https://www.rampify.dev/seo-mcp): The SEO MCP server that closes the gap from audit to fix. Connect Rampify to Claude Code or Cursor: it finds the gaps deterministically, writes each fix as a spec, your agent makes the change, and Rampify re-verifies. Across search and AI answers.

## Use cases

- [Claude SEO Checker — AI-Powered Site Audits & Optimization](https://www.rampify.dev/use-cases/claude-seo-checker): Use Claude as your SEO checker, in your browser or your terminal. Audit pages, track rankings, research keywords, and optimize content in claude.ai or Claude Code. Powered by Rampify MCP tools.
- [Cursor SEO — SEO Tools for AI-First Development](https://www.rampify.dev/use-cases/cursor-seo): Add SEO intelligence to Cursor. Install the Rampify extension, connect MCP tools, and let your AI audit pages, research keywords, and optimize content as you build.
- [MDX Validator — MDX SEO Checks for Meta Tags & Schema](https://www.rampify.dev/use-cases/mdx-seo-validator): An MDX validator for your MDX and Markdown files. Check meta tags, schema markup, keyword placement, and heading structure before you deploy.
- [Rampify for Parallel Coding Agents — Marketing & SEO for Agent Orchestration](https://www.rampify.dev/use-cases/parallel-coding-agents): You already run coding agents in Conductor, Cursor, and Claude Code. Add Rampify and they do your marketing too — research keywords, ship optimized pages, fix SEO — with every change tracked. Turn your coding agents into marketing agents.
- [Static Site SEO — SEO Tools for Modern Frameworks](https://www.rampify.dev/use-cases/static-site-seo): SEO tools built for static sites and headless CMS setups. Validate meta tags, generate schema, track rankings, and optimize content in Next.js, Astro, and any modern framework.
- [VS Code SEO — SEO Tools for Your Editor](https://www.rampify.dev/use-cases/vscode-seo): Add SEO intelligence to VS Code. Install the Rampify extension, connect MCP tools, and audit pages, research keywords, and optimize content without leaving your editor.
- [Windsurf SEO — SEO Tools for Agentic Development](https://www.rampify.dev/use-cases/windsurf-seo): Add SEO intelligence to Windsurf. Install the Rampify extension, connect MCP tools, and let Cascade audit pages, research keywords, and optimize content as it builds.

## Comparisons

- [AI Development Tools: What Your Coding AI Is Missing](https://www.rampify.dev/compare/ai-coding-tools): AI development tools like Claude Code and Cursor write great code but guess at SEO. Rampify is the AI development platform that adds real keyword data, strategic specs, and deterministic verification.
- [Compare Rampify | AI Coding Tools, SEO, and Development](https://www.rampify.dev/compare): See how Rampify fits into your AI development workflow. Compare against vibe coding, traditional SEO tools, and standalone AI coding tools.
- [Spec-Driven Development: How Do You Know It\](https://www.rampify.dev/compare/planning-tools): AI says "done" after every task. But done according to what? Compare markdown specs, Claude Code plans, TDD, and Rampify\
- [Vibe Coding vs Spec Driven Development | Rampify](https://www.rampify.dev/compare/vibe-coding): Why vibe coding ships fast but fails at SEO, and how spec driven development turns your coding agent into a marketing agent backed by real data.
- [Rampify vs Peec AI: AI Visibility Tool Comparison](https://www.rampify.dev/rampify-vs-peec-ai): Peec AI vs Rampify, side by side. Peec AI is the mid-market visibility dashboard with daily tracking. Rampify closes the loop with MCP-native research and pre-filled specs for the work that fixes the gap.
- [Rampify vs Profound: AI Visibility Tool Comparison](https://www.rampify.dev/rampify-vs-profound): Profound vs Rampify, side by side. Profound is the enterprise dashboard leader with the broadest LLM coverage. Rampify is the agent-native tool that turns every visibility gap into a shipped spec. An honest comparison with sourced claims.

## Resources

- [Overview](https://www.rampify.dev/resources): Automate SEO tasks with ready-to-use Claude Code routines and skills. Copy-paste recipes for weekly audits, keyword tracking, content optimization, and more.
- [Weekly SEO Brief](https://www.rampify.dev/resources/routines/weekly-seo-brief): A scheduled agent assembles a Monday-morning SEO brief from your live Rampify data: priority roadmap, week-over-week search movement, and the three things worth your time. Build it with your AI, then schedule it.
- [Monthly Category Visibility Report](https://www.rampify.dev/resources/routines/monthly-category-visibility): A scheduled agent re-runs a Category Visibility Check every month and reports whether you show up when people ask AI assistants about your category, how it moved, and who else is in the answer.
- [Query Harvest](https://www.rampify.dev/resources/routines/query-harvest): A scheduled agent reads your Google Search Console queries, finds the striking-distance ones you do not track yet, and queues them as keyword clusters and draft content specs for review.
- [Draft from Spec](https://www.rampify.dev/resources/routines/draft-from-spec): An agent reads a Rampify content spec, researches and drafts the article, then places it as a draft in whatever you use: a GitHub PR, a Sanity or WordPress draft, a Google Doc, or your inbox. Always a draft for review.
- [Blog Post from Cluster](https://www.rampify.dev/resources/skills/blog-post-from-cluster): Install a Claude Code skill that generates SEO-optimized blog posts from Rampify keyword clusters. Includes target keywords, competitive landscape, and content specs.
- [SEO Page Optimizer](https://www.rampify.dev/resources/skills/seo-page-optimizer)
- [Meta Tag Generator](https://www.rampify.dev/resources/skills/meta-tag-generator)
- [Schema Markup Generator](https://www.rampify.dev/resources/skills/schema-markup-generator)
- [Keyword Research Workflow](https://www.rampify.dev/resources/skills/keyword-research-workflow)
- [Content Calendar Builder](https://www.rampify.dev/resources/skills/content-calendar-builder)

## Blog

- [Blog index](https://www.rampify.dev/blog)
- [The Real SEO Play of a Product Hunt Launch (Not the Backlink)](https://www.rampify.dev/blog/product-hunt-launch-seo): The Product Hunt backlink won't rank you, and launching won't make AI recommend you. Here's the durable SEO play behind a launch, backed by the one study that measures it.
- [Best SEO MCP Servers for Claude and Cursor (2026)](https://www.rampify.dev/blog/best-seo-mcp-servers-claude-cursor): A category map of SEO MCP servers for Claude Code, Cursor, and claude.ai: read-only data layers vs. read-write tools that act on your codebase, and when to use each.
- [The Case Against Using a CMS](https://www.rampify.dev/blog/case-against-cms): Traditional CMSs solved the publishing problem of 2010. Now discovery is the bottleneck—and CMSs aren't built for that. Here's why developers should choose code + AI + spec-driven development instead.
- [I Tried Using Claude for SEO Audits. Here's What Actually Works.](https://www.rampify.dev/blog/claude-seo-audits-manual-vs-systematic): Manual SEO audits with Claude work great... until you have 50 pages. Here's how to go from one-off checks to systematic SEO intelligence that scales.
- [Connecting Google Search Console to Your AI Coding Tools via MCP](https://www.rampify.dev/blog/google-search-console-mcp-ai-coding): Set up the Rampify MCP server to bring GSC data into Claude Code, Cursor, and Windsurf. Query indexing, performance, and issues from your editor.
- [Google Indexing for Next.js and React: A Developer's SEO Guide](https://www.rampify.dev/blog/google-indexing-nextjs-react): Fix Google indexing issues in Next.js and React apps. Covers rendering strategies, Metadata API, sitemap.ts, dynamic routes, and common pitfalls.
- [Submit URL to Google: Indexing API, IndexNow, and What Actually Works](https://www.rampify.dev/blog/submit-url-to-google): Compare three ways to submit URLs to Google and other search engines. Indexing API, IndexNow, and sitemaps — with honest speed benchmarks.
- [Google Search Console API: From Calls to SEO Intelligence](https://www.rampify.dev/blog/google-search-console-api-guide): Use the Google Search Console API with TypeScript to build automated SEO monitoring. OAuth2 setup, practical examples, and API limitations explained.
- [Crawled Currently Not Indexed: How to Fix Google Indexing Issues](https://www.rampify.dev/blog/crawled-currently-not-indexed): Fix 'Crawled - currently not indexed' and 'Discovered - currently not indexed' errors in Google Search Console with 10 actionable solutions.
- [Google Indexing: The Developer's Guide to Search Console](https://www.rampify.dev/blog/google-indexing-developer-guide): Google indexing explained for developers. Understand the GSC data model, why pages get skipped, and how to bring search data into your editor via MCP.
- [Spec-Driven Development with Real Data for AI Coding Tools](https://www.rampify.dev/blog/data-informed-spec-driven-development): The quality of AI-generated code depends on the quality of direction. The best direction comes from real data, not memory. Here's how spec-driven development with crawl data, Google Search Console, and keyword research changes everything.
- [Spec-Driven Development: Living Specs for AI Coding Tools](https://www.rampify.dev/blog/living-specs-ai-assisted-development): AI coding tools generate code fast, but nobody tracks what the code is supposed to do. Living specifications capture intent, stay current as code evolves, and give AI agents structured direction across sessions.
- [AI Code Generation Tools: From Copilot to Coding Agents](https://www.rampify.dev/blog/agentic-coding-tools-landscape): AI code generation has evolved from autocomplete to autonomous coding agents running in parallel. But a critical layer is missing between 'agents can build' and 'agents build the right thing.' Here's how the stack is forming.
- [What is Spec-Driven Development? A Complete Guide](https://www.rampify.dev/blog/what-is-spec-driven-development): Spec-driven development means defining structured specifications before AI writes code. Learn how specs replace vibe coding with a professional, verifiable workflow.
- [Topic Clusters for LLMs: Hybrid Architecture for AI Search](https://www.rampify.dev/blog/hybrid-topic-clusters-llm-seo): Build topic clusters that work for Google crawlers, LLMs like ChatGPT, and human readers. React component with Schema.org ItemList, sr-only navigation, and floating UI.
- [Build SEO Workflows Without Code: Rampify's Automation API](https://www.rampify.dev/blog/automation-friendly-seo-api): Zero-JavaScript routing, pre-organized action items, and boolean flags for n8n, Zapier, and Make. Build powerful SEO automation without writing a single line of code.
- [Why Modern Developers Need the Inbound Playbook for SEO](https://www.rampify.dev/blog/marketing-grader-to-developer-seo): I spent 7 years at HubSpot watching the inbound methodology transform marketing. Now developers are facing the same challenges marketers had in 2010—and nobody's giving them the playbook.
- [Speed Up Search Engine Indexing with IndexNow](https://www.rampify.dev/blog/indexnow-faster-indexing): Learn how IndexNow can get your content indexed by Bing, Yandex, and other search engines in minutes instead of days.
- [Welcome to the Rampify Blog](https://www.rampify.dev/blog/welcome): Learn about Context-Driven Development, AI coding tools, and bringing real-time SEO intelligence into your editor.

## Optional

- [Full documentation in one file](https://www.rampify.dev/llms-full.txt)
- [Sitemap](https://www.rampify.dev/sitemap.xml)