# Chalk Labs > Chalk Labs is a Web3 & AI marketing and product agency founded by Rahil Jain (product & growth engineering, AI SEO) and Shilika Jain (PR & narrative, 500+ media placements, 5B+ impressions, 50+ launches). Marketing services: Web3/AI PR, SEO/AEO/GEO, AI-optimised performance marketing, founder personal branding, outreach automation. Product services: MVP building, custom CRMs, ERPs, AI agents, websites. Most retainers start around $3k/month; AI SEO plans start at $1,000 one-time; MVP builds typically $10k–40k. Book a call: https://calendly.com/rahiljain-tech/30min ## AI SEO: guides, tools and the expert > Rahil Jain is an AI SEO (answer engine and generative engine optimisation) consultant and founder of Chalk Labs. This library explains how to get found in Google and cited by ChatGPT, Perplexity, Gemini and Claude. AI SEO plans: Strategic Consulting at $1,000 one-time, Strategic Execution at $3,000 a month, and Deep Execution at $4,000 a month. Results are not guaranteed. - [About Rahil Jain, AI SEO consultant](https://thechalklabs.com/ai-seo/rahil-jain): background, method and verified results - [AI SEO home](https://thechalklabs.com/ai-seo) - [How we research](https://thechalklabs.com/ai-seo/research): query fan-out method and sourcing rules - [What is in an AI SEO proposal](https://thechalklabs.com/ai-seo/proposal) - [Free AI SEO proposal generator](https://thechalklabs.com/ai-seo/tools/proposal-generator) ### Free tools - [AI SEO Proposal Generator](https://thechalklabs.com/ai-seo/tools/proposal-generator): Enter a company and website. Get a researched, customised proposal you can save as a PDF. - [AI Crawler Checker](https://thechalklabs.com/ai-seo/tools/ai-crawler-checker): See whether ChatGPT, Perplexity, Claude and Google's AI bots can read your site. - [Query Fan-Out Explorer](https://thechalklabs.com/ai-seo/tools/query-fan-out-explorer): Type a prompt. See the web searches an AI model runs to answer it. - [llms.txt Generator](https://thechalklabs.com/ai-seo/tools/llms-txt-generator): Build a clean llms.txt file for your site in two minutes. - [Schema Generator](https://thechalklabs.com/ai-seo/tools/schema-generator): Generate FAQ, HowTo, Article, Organization and Person JSON-LD. - [AI SEO ROI Calculator](https://thechalklabs.com/ai-seo/tools/roi-calculator): Model leads, deals and revenue from AI and search visits with your own numbers. - [AI Readiness Score](https://thechalklabs.com/ai-seo/tools/ai-readiness-score): A 20-question check of how ready your site is to be cited by AI. - [Answer Block Checker](https://thechalklabs.com/ai-seo/tools/answer-block-checker): Paste an intro. See whether it leads with the answer and reads quotable. - [AI Prompt List Builder](https://thechalklabs.com/ai-seo/tools/ai-prompt-list-builder): Turn your brand and category into 30 to 50 prompts to track every month, as a ready-to-use CSV. - [GA4 AI Traffic Setup](https://thechalklabs.com/ai-seo/tools/ga4-ai-traffic-setup): Get the channel rules and steps to see ChatGPT, Perplexity, Gemini and Claude visits in GA4. - [AI 404 Redirect Builder](https://thechalklabs.com/ai-seo/tools/ai-404-redirect-builder): Match the broken URLs AI assistants send people to with your real pages, and get 301 rules. ### What is… - [What Is Agentic Search and Agentic Commerce?](https://thechalklabs.com/ai-seo/what-is/agentic-search) - [What Is an AI Citation, and How Do You Get One?](https://thechalklabs.com/ai-seo/what-is/ai-citations) - [What Are AI Crawlers? GPTBot, OAI-SearchBot, ClaudeBot and More](https://thechalklabs.com/ai-seo/what-is/ai-crawlers-gptbot-oai-searchbot) - [What Is AI Referral Traffic?](https://thechalklabs.com/ai-seo/what-is/ai-referral-traffic) - [What Are AI Search Engines and Which Ones Matter?](https://thechalklabs.com/ai-seo/what-is/ai-search-engines) - [What Does an AI SEO Agency Actually Do?](https://thechalklabs.com/ai-seo/what-is/ai-seo-agency) - [What Is an AI SEO Audit and What Does It Include?](https://thechalklabs.com/ai-seo/what-is/ai-seo-audit) - [What Is AI SEO?](https://thechalklabs.com/ai-seo/what-is/ai-seo) - [What Is AI Share of Voice and How Is It Measured?](https://thechalklabs.com/ai-seo/what-is/ai-share-of-voice) - [What Is an AI Visibility Score?](https://thechalklabs.com/ai-seo/what-is/ai-visibility-score) - [What Is an Answer Block and How Do You Write One?](https://thechalklabs.com/ai-seo/what-is/answer-block) - [What Is Answer Engine Optimization (AEO)?](https://thechalklabs.com/ai-seo/what-is/answer-engine-optimization-aeo) - [What Is Atomic Content?](https://thechalklabs.com/ai-seo/what-is/atomic-content) - [What Is BLUF Writing, and Does It Help in AI Search?](https://thechalklabs.com/ai-seo/what-is/bluf-writing) - [What Are Brand Mentions and Why Do AI Engines Weigh Them?](https://thechalklabs.com/ai-seo/what-is/brand-mentions-ai-search) - [What Is ChatGPT Search?](https://thechalklabs.com/ai-seo/what-is/chatgpt-search) - [What Are Consensus Signals in AI Search?](https://thechalklabs.com/ai-seo/what-is/consensus-signals) - [What Is Conversational Search?](https://thechalklabs.com/ai-seo/what-is/conversational-search) - [What Is E-E-A-T and Why Does It Matter for AI Search?](https://thechalklabs.com/ai-seo/what-is/eeat) - [What Is Entity SEO?](https://thechalklabs.com/ai-seo/what-is/entity-seo) - [What Are Featured Snippets?](https://thechalklabs.com/ai-seo/what-is/featured-snippets) - [What Is Generative Engine Optimization (GEO)?](https://thechalklabs.com/ai-seo/what-is/generative-engine-optimization-geo) - [What Is Google AI Mode?](https://thechalklabs.com/ai-seo/what-is/google-ai-mode) - [What Are Google AI Overviews?](https://thechalklabs.com/ai-seo/what-is/google-ai-overviews) - [What Are Hallucinated URLs?](https://thechalklabs.com/ai-seo/what-is/hallucinated-urls) - [What Is Google's Helpful Content System?](https://thechalklabs.com/ai-seo/what-is/helpful-content-system) - [What Is a Knowledge Graph?](https://thechalklabs.com/ai-seo/what-is/knowledge-graph) - [What Is LLM Optimization (LLMO)?](https://thechalklabs.com/ai-seo/what-is/llm-optimization-llmo) - [What Is llms.txt?](https://thechalklabs.com/ai-seo/what-is/llms-txt) - [What Is Passage Ranking and Chunking?](https://thechalklabs.com/ai-seo/what-is/passage-ranking-and-chunking) - [What Is Perplexity and How Does It Pick Sources?](https://thechalklabs.com/ai-seo/what-is/perplexity-search) - [What Is Programmatic SEO?](https://thechalklabs.com/ai-seo/what-is/programmatic-seo) - [What Is Prompt Tracking for AI Search?](https://thechalklabs.com/ai-seo/what-is/prompt-tracking) - [What Is Query Fan-Out in AI Search?](https://thechalklabs.com/ai-seo/what-is/query-fan-out) - [What Is RAG (Retrieval-Augmented Generation)?](https://thechalklabs.com/ai-seo/what-is/retrieval-augmented-generation-rag) - [What Is Scaled Content Abuse?](https://thechalklabs.com/ai-seo/what-is/scaled-content-abuse) - [What Is Schema Markup, and Does It Help AI Visibility?](https://thechalklabs.com/ai-seo/what-is/schema-markup-for-ai) - [What Is Search Everywhere Optimization?](https://thechalklabs.com/ai-seo/what-is/search-everywhere-optimization) - [What Is Topical Authority?](https://thechalklabs.com/ai-seo/what-is/topical-authority) - [What Are Vector Embeddings and Semantic Search?](https://thechalklabs.com/ai-seo/what-is/vector-embeddings-semantic-search) - [What Is YMYL Content?](https://thechalklabs.com/ai-seo/what-is/ymyl-content) - [What Is Zero-Click Search?](https://thechalklabs.com/ai-seo/what-is/zero-click-search) ### How-to guides - [How to Add FAQ Schema Markup to Your Website](https://thechalklabs.com/ai-seo/how-to/add-faq-schema) - [How to Add HowTo Structured Data (and Whether You Should)](https://thechalklabs.com/ai-seo/how-to/add-howto-schema) - [How to Add Organization and Person Schema for E-E-A-T](https://thechalklabs.com/ai-seo/how-to/add-organization-and-person-schema) - [How to Allow AI Crawlers in robots.txt](https://thechalklabs.com/ai-seo/how-to/allow-ai-crawlers-in-robots-txt) - [How to Audit Your Brand in AI Search](https://thechalklabs.com/ai-seo/how-to/audit-your-brand-in-ai-search) - [How to Block AI Training but Still Appear in AI Search](https://thechalklabs.com/ai-seo/how-to/block-ai-training-but-allow-ai-search) - [How to Build a Glossary AI Engines Cite](https://thechalklabs.com/ai-seo/how-to/build-a-glossary-that-ai-cites) - [How to Build a Prompt List for AI Visibility Tracking](https://thechalklabs.com/ai-seo/how-to/build-a-prompt-list-for-tracking) - [How to Build an Expert Author Page That Shows E-E-A-T](https://thechalklabs.com/ai-seo/how-to/build-an-expert-author-page) - [How to Build Topical Authority Step by Step](https://thechalklabs.com/ai-seo/how-to/build-topical-authority) - [How to Build a Wikipedia Presence the Right Way](https://thechalklabs.com/ai-seo/how-to/build-wikipedia-presence-the-right-way) - [How to Capture Hallucinated URLs With 301 Redirects](https://thechalklabs.com/ai-seo/how-to/capture-hallucinated-urls-with-301s) - [How to Check If ChatGPT and Other AI Bots Can Crawl Your Website](https://thechalklabs.com/ai-seo/how-to/check-if-ai-bots-can-crawl-your-site) - [How to Decide Where to Host Your AI SEO Content](https://thechalklabs.com/ai-seo/how-to/choose-between-subfolder-and-subdomain) - [How to Create an llms.txt File](https://thechalklabs.com/ai-seo/how-to/create-llms-txt) - [How to Create Programmatic Pages Without Triggering Spam Policies](https://thechalklabs.com/ai-seo/how-to/create-programmatic-pages-without-spam) - [How to Do AI SEO on a Small Budget](https://thechalklabs.com/ai-seo/how-to/do-ai-seo-on-a-small-budget) - [How to Do Query Fan-Out Research for AI SEO](https://thechalklabs.com/ai-seo/how-to/do-query-fan-out-research) - [How to Earn Brand Mentions With Digital PR](https://thechalklabs.com/ai-seo/how-to/earn-brand-mentions-with-digital-pr) - [How to Find the Questions People Ask ChatGPT About Your Industry](https://thechalklabs.com/ai-seo/how-to/find-questions-people-ask-chatgpt) - [How to Fix Wrong Information AI Says About Your Brand](https://thechalklabs.com/ai-seo/how-to/fix-wrong-ai-answers-about-your-brand) - [How to Get Cited by Claude](https://thechalklabs.com/ai-seo/how-to/get-cited-by-claude) - [How to Get Cited From Review Sites Like G2 and Capterra](https://thechalklabs.com/ai-seo/how-to/get-cited-from-review-sites) - [How to Get Cited in Google Gemini](https://thechalklabs.com/ai-seo/how-to/get-cited-in-gemini) - [How to Get Cited in Google AI Overviews](https://thechalklabs.com/ai-seo/how-to/get-cited-in-google-ai-overviews) - [How to Get Cited in Microsoft Copilot and Bing](https://thechalklabs.com/ai-seo/how-to/get-cited-in-microsoft-copilot) - [How to Get Mentioned on Reddit Without Getting Banned](https://thechalklabs.com/ai-seo/how-to/get-mentioned-on-reddit) - [How to Get Your Business Recommended by ChatGPT](https://thechalklabs.com/ai-seo/how-to/get-recommended-by-chatgpt) - [How to Hire an AI SEO Expert](https://thechalklabs.com/ai-seo/how-to/hire-an-ai-seo-expert) - [How to Do Internal Linking for AI Search](https://thechalklabs.com/ai-seo/how-to/internal-linking-for-ai-search) - [How to Make Your Site Readable by ChatGPT (Server-Side Rendering)](https://thechalklabs.com/ai-seo/how-to/make-your-site-server-side-rendered) - [How to Measure AI SEO ROI](https://thechalklabs.com/ai-seo/how-to/measure-ai-seo-roi) - [How to Measure Your Brand's Share of Voice in AI Search](https://thechalklabs.com/ai-seo/how-to/measure-ai-share-of-voice) - [How to Monitor AI Bot Activity in Server Logs](https://thechalklabs.com/ai-seo/how-to/monitor-ai-bot-activity-in-server-logs) - [How to Write Case Studies AI Engines Cite](https://thechalklabs.com/ai-seo/how-to/optimize-case-studies-for-ai-citations) - [How to Optimize Your Website for Google AI Mode](https://thechalklabs.com/ai-seo/how-to/optimize-for-google-ai-mode) - [How to Optimize LinkedIn for AI Visibility](https://thechalklabs.com/ai-seo/how-to/optimize-linkedin-for-ai-visibility) - [How to Get Your Local Business Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/how-to/optimize-local-business-for-ai-search) - [How to Optimize Product Pages for ChatGPT and Google AI Mode Shopping](https://thechalklabs.com/ai-seo/how-to/optimize-product-pages-for-ai-shopping) - [How to Optimize YouTube Videos for AI Overviews](https://thechalklabs.com/ai-seo/how-to/optimize-youtube-for-ai-overviews) - [How to Pick Keywords for AI SEO](https://thechalklabs.com/ai-seo/how-to/pick-keywords-for-ai-seo) - [How to Prepare Your Website for AI Agents](https://thechalklabs.com/ai-seo/how-to/prepare-your-site-for-agentic-ai) - [How to Rank in Perplexity and Get Cited](https://thechalklabs.com/ai-seo/how-to/rank-in-perplexity) - [How to Recover From a Traffic Drop Caused by AI Overviews](https://thechalklabs.com/ai-seo/how-to/recover-from-an-ai-overview-traffic-drop) - [How to Refresh Old Blog Posts for AI Search Freshness](https://thechalklabs.com/ai-seo/how-to/refresh-old-content-for-ai) - [How to Report AI SEO Results to Your CEO](https://thechalklabs.com/ai-seo/how-to/report-ai-seo-to-your-ceo) - [How to Run a 30-Day AI SEO Sprint](https://thechalklabs.com/ai-seo/how-to/run-a-30-day-ai-seo-sprint) - [How to Run an AI SEO Audit Yourself](https://thechalklabs.com/ai-seo/how-to/run-an-ai-seo-audit-yourself) - [How to Set Up an AI Visibility Tracking Spreadsheet](https://thechalklabs.com/ai-seo/how-to/set-up-ai-visibility-tracking-spreadsheet) - [How to Set Up Self-Reported Attribution for AI Leads](https://thechalklabs.com/ai-seo/how-to/set-up-self-reported-attribution) - [How to Show First-Hand Experience in Your Content](https://thechalklabs.com/ai-seo/how-to/show-first-hand-experience-in-content) - [How to Speed Up Your Site for AI Crawlers](https://thechalklabs.com/ai-seo/how-to/speed-up-site-for-ai-crawlers) - [How to Structure a Pricing Page So AI Can Quote It](https://thechalklabs.com/ai-seo/how-to/structure-a-pricing-page-for-ai) - [How to Test Whether Your AI SEO Changes Worked](https://thechalklabs.com/ai-seo/how-to/test-whether-your-changes-worked) - [How to Track ChatGPT and Perplexity Traffic in GA4](https://thechalklabs.com/ai-seo/how-to/track-ai-traffic-in-ga4) - [How to Turn Customer Calls Into Pages AI Cites](https://thechalklabs.com/ai-seo/how-to/turn-customer-calls-into-ai-answer-pages) - [How to Use AI to Write SEO Content Safely](https://thechalklabs.com/ai-seo/how-to/use-ai-to-write-seo-content-safely) - [How to Use Search Console to Find AI Overview Queries](https://thechalklabs.com/ai-seo/how-to/use-search-console-to-find-ai-overview-queries) - [How to Write an AI SEO RFP or Brief](https://thechalklabs.com/ai-seo/how-to/write-an-ai-seo-rfp) - [How to Write Answer-First Introductions](https://thechalklabs.com/ai-seo/how-to/write-answer-first-intros) - [How to Write Author Bios That Build Trust](https://thechalklabs.com/ai-seo/how-to/write-author-bios-that-build-trust) - [How to Write Comparison Pages That Get Cited](https://thechalklabs.com/ai-seo/how-to/write-comparison-pages-that-get-cited) - [How to Write Content That AI Search Engines Quote](https://thechalklabs.com/ai-seo/how-to/write-content-ai-engines-quote) - [How to Write How-To Pages That Get Cited](https://thechalklabs.com/ai-seo/how-to/write-how-to-pages-that-get-cited) - [How to Do AI SEO in Multiple Languages](https://thechalklabs.com/ai-seo/how-to/write-pages-for-multiple-languages) - [How to Write Title Tags and Meta Descriptions in the AI Era](https://thechalklabs.com/ai-seo/how-to/write-title-tags-for-ai-and-google) ### Comparisons - [AEO vs GEO: What Is the Difference?](https://thechalklabs.com/ai-seo/compare/aeo-vs-geo) - [Ahrefs Brand Radar Alternatives, Including Free and Manual Options](https://thechalklabs.com/ai-seo/compare/ahrefs-brand-radar-alternatives) - [Ahrefs Brand Radar vs Semrush AI Visibility Toolkit: What Differs and How to Choose](https://thechalklabs.com/ai-seo/compare/ahrefs-brand-radar-vs-semrush-ai-toolkit) - [Google AI Overviews vs AI Mode: What Is the Difference?](https://thechalklabs.com/ai-seo/compare/ai-overviews-vs-ai-mode) - [AI Overviews vs Featured Snippets: What Changed for Your Clicks](https://thechalklabs.com/ai-seo/compare/ai-overviews-vs-featured-snippets) - [AI SEO Audit Only vs Done-for-You Execution: Which Should You Buy?](https://thechalklabs.com/ai-seo/compare/ai-seo-audit-vs-full-execution) - [AI SEO for B2B vs B2C: What Actually Differs](https://thechalklabs.com/ai-seo/compare/ai-seo-for-b2b-vs-b2c) - [AI SEO Retainer vs One-Time Project: Which Pricing Fits?](https://thechalklabs.com/ai-seo/compare/ai-seo-retainer-vs-project-pricing) - [AI SEO vs Content Marketing: What Is the Difference?](https://thechalklabs.com/ai-seo/compare/ai-seo-vs-content-marketing) - [AI SEO vs Digital PR: Which Should You Invest In?](https://thechalklabs.com/ai-seo/compare/ai-seo-vs-digital-pr) - [AI SEO vs Local SEO for Small Businesses: What Is the Same and What Is New](https://thechalklabs.com/ai-seo/compare/ai-seo-vs-local-seo) - [AI SEO vs Paid Ads for Lead Generation](https://thechalklabs.com/ai-seo/compare/ai-seo-vs-paid-ads) - [AI SEO vs Traditional SEO: What Is the Difference?](https://thechalklabs.com/ai-seo/compare/ai-seo-vs-traditional-seo) - [AI Visibility Tracking Tools Compared: Categories and How to Choose](https://thechalklabs.com/ai-seo/compare/ai-visibility-tracking-tools-compared) - [AI-Written vs Expert-Written Content: What Google and AI Search Reward](https://thechalklabs.com/ai-seo/compare/ai-written-vs-expert-written-content) - [AthenaHQ Alternatives for AI Search Tracking](https://thechalklabs.com/ai-seo/compare/athenahq-alternatives) - [Best Tools to Check If AI Bots Can Crawl Your Website](https://thechalklabs.com/ai-seo/compare/best-ai-crawler-checkers) - [How to Choose an AI SEO Agency as a Startup](https://thechalklabs.com/ai-seo/compare/best-ai-seo-agencies-for-startups-2026) - [How to Compare AI SEO Consultants in 2026 (There Is No Honest Ranking)](https://thechalklabs.com/ai-seo/compare/best-ai-seo-consultants-2026) - [Best AI SEO Courses and Learning Resources You Can Verify](https://thechalklabs.com/ai-seo/compare/best-ai-seo-courses-and-learning-resources) - [Best AI SEO Report Templates: Which Structure to Use](https://thechalklabs.com/ai-seo/compare/best-ai-seo-reporting-templates) - [Best AI SEO Tools for Small Businesses in 2026](https://thechalklabs.com/ai-seo/compare/best-ai-seo-tools-for-small-business-2026) - [Best AI Visibility Tracking Software in 2026: A Buyer's Checklist](https://thechalklabs.com/ai-seo/compare/best-ai-visibility-tracking-software-2026) - [Best llms.txt Generators in 2026 (and Whether You Need One)](https://thechalklabs.com/ai-seo/compare/best-llms-txt-generators) - [Best Schema Markup Generators: Free and Paid Options Compared](https://thechalklabs.com/ai-seo/compare/best-schema-markup-generators) - [Brand Mentions vs Backlinks: Which Matters More for AI Search?](https://thechalklabs.com/ai-seo/compare/brand-mentions-vs-backlinks) - [Chalk Labs vs DIY AI Visibility Tools: Do You Need an Agency?](https://thechalklabs.com/ai-seo/compare/chalk-labs-vs-diy-ai-visibility-tools) - [Chalk Labs vs a Freelance AI SEO Consultant](https://thechalklabs.com/ai-seo/compare/chalk-labs-vs-freelancer) - [Chalk Labs vs Hiring an In-House AI SEO Team](https://thechalklabs.com/ai-seo/compare/chalk-labs-vs-in-house-team) - [AI SEO Agency vs Traditional SEO Agency: What Is Different?](https://thechalklabs.com/ai-seo/compare/chalk-labs-vs-traditional-seo-agency) - [ChatGPT vs Google for B2B Buyer Research: What the Surveys Show](https://thechalklabs.com/ai-seo/compare/chatgpt-vs-google-for-b2b-research) - [ChatGPT vs Perplexity vs Gemini: How Each Cites Sources](https://thechalklabs.com/ai-seo/compare/chatgpt-vs-perplexity-vs-gemini-citations) - [Client-Side vs Server-Side Rendering for AI Crawlers](https://thechalklabs.com/ai-seo/compare/client-side-vs-server-side-rendering-for-ai) - [Freelance AI SEO Consultant vs Agency: Which Is Right for You?](https://thechalklabs.com/ai-seo/compare/freelancer-vs-agency-ai-seo) - [GEO vs LLMO: Is There Any Real Difference?](https://thechalklabs.com/ai-seo/compare/geo-vs-llmo) - [Can Google Search Console Show AI Visibility? What It Covers and What Tools Add](https://thechalklabs.com/ai-seo/compare/google-search-console-vs-ai-visibility-tools) - [GPTBot vs OAI-SearchBot vs ChatGPT-User: What Is the Difference?](https://thechalklabs.com/ai-seo/compare/gptbot-vs-oai-searchbot-vs-chatgpt-user) - [In-House vs Agency for AI SEO: Which Should You Choose?](https://thechalklabs.com/ai-seo/compare/in-house-vs-agency-ai-seo) - [llms.txt vs robots.txt vs sitemap.xml: What Each One Does](https://thechalklabs.com/ai-seo/compare/llms-txt-vs-robots-txt-vs-sitemap) - [Long-Form vs Short-Answer Content for AI Search: What Should You Write?](https://thechalklabs.com/ai-seo/compare/long-form-vs-short-answer-content) - [Manual vs Automated AI Prompt Tracking: When a Spreadsheet Is Enough](https://thechalklabs.com/ai-seo/compare/manual-vs-automated-prompt-tracking) - [Otterly.AI Alternatives for Tracking Brand Mentions in AI Answers](https://thechalklabs.com/ai-seo/compare/otterly-ai-alternatives) - [Peec AI Alternatives: How to Compare When Prices Are Hidden](https://thechalklabs.com/ai-seo/compare/peec-ai-alternatives) - [Profound Alternatives for AI Search Visibility Tracking](https://thechalklabs.com/ai-seo/compare/profound-alternatives) - [Programmatic vs Editorial Content for AI SEO](https://thechalklabs.com/ai-seo/compare/programmatic-vs-editorial-content) - [Reddit vs Your Own Blog for AI Citations: Where Should You Spend Your Time?](https://thechalklabs.com/ai-seo/compare/reddit-vs-own-blog-for-ai-citations) - [Schema Markup vs Plain HTML: Is Schema Necessary If Your HTML Is Clean?](https://thechalklabs.com/ai-seo/compare/schema-markup-vs-plain-html-for-ai) - [Scrunch AI Alternatives for Teams and Agencies](https://thechalklabs.com/ai-seo/compare/scrunch-ai-alternatives) - [Semrush AI Visibility Toolkit Alternatives](https://thechalklabs.com/ai-seo/compare/semrush-ai-visibility-toolkit-alternatives) - [SEO vs AEO vs GEO: What Is the Difference?](https://thechalklabs.com/ai-seo/compare/seo-vs-aeo-vs-geo) - [Subdomain vs Subfolder for AI SEO Content](https://thechalklabs.com/ai-seo/compare/subdomain-vs-subfolder-for-ai-content) - [AI Training Crawlers vs AI Search Crawlers: Which to Allow?](https://thechalklabs.com/ai-seo/compare/training-bots-vs-search-bots) - [YouTube vs Blog Posts for AI Citations: Which Format Fits Which Question?](https://thechalklabs.com/ai-seo/compare/youtube-vs-blog-for-ai-citations) ### Business impact - [AI SEO in Regulated Industries: Compliance Basics](https://thechalklabs.com/ai-seo/impact/ai-seo-and-compliance) - [AI SEO and Google Core Updates](https://thechalklabs.com/ai-seo/impact/ai-seo-and-google-core-updates) - [How Much Does AI SEO Cost?](https://thechalklabs.com/ai-seo/impact/ai-seo-cost-and-pricing) - [AI SEO for Lead Generation vs Brand Awareness](https://thechalklabs.com/ai-seo/impact/ai-seo-for-lead-gen-vs-brand-awareness) - [AI SEO Metrics That Matter](https://thechalklabs.com/ai-seo/impact/ai-seo-metrics-that-matter) - [AI SEO Myths vs Reality](https://thechalklabs.com/ai-seo/impact/ai-seo-myths) - [AI SEO Risks and What Not to Do](https://thechalklabs.com/ai-seo/impact/ai-seo-risks-and-what-not-to-do) - [AI SEO ROI: What to Expect and How to Calculate It](https://thechalklabs.com/ai-seo/impact/ai-seo-roi) - [The Cost of Being Invisible in AI Answers](https://thechalklabs.com/ai-seo/impact/cost-of-being-invisible-in-ai-answers) - [Does AI SEO Actually Work?](https://thechalklabs.com/ai-seo/impact/does-ai-seo-work) - [Can AI SEO Produce Leads in 15 Days? What the Evidence Shows](https://thechalklabs.com/ai-seo/impact/first-leads-in-15-days-what-evidence-shows) - [How Long Does AI SEO Take to Show Results?](https://thechalklabs.com/ai-seo/impact/how-long-does-ai-seo-take) - [How Much Traffic Does ChatGPT Send to Websites?](https://thechalklabs.com/ai-seo/impact/how-much-traffic-does-chatgpt-send) - [The Impact of AI SEO on B2B Pipeline](https://thechalklabs.com/ai-seo/impact/impact-on-b2b-pipeline) - [The Impact of AI SEO on Brand Trust](https://thechalklabs.com/ai-seo/impact/impact-on-brand-trust) - [The Impact of AI SEO on Content Teams](https://thechalklabs.com/ai-seo/impact/impact-on-content-teams) - [The Impact of AI SEO on Customer Acquisition Cost](https://thechalklabs.com/ai-seo/impact/impact-on-customer-acquisition-cost) - [The Impact of AI SEO on E-Commerce Revenue](https://thechalklabs.com/ai-seo/impact/impact-on-ecommerce-revenue) - [The Impact of AI SEO on Enterprise Companies](https://thechalklabs.com/ai-seo/impact/impact-on-enterprise) - [How Founders Show Up in ChatGPT and Google AI](https://thechalklabs.com/ai-seo/impact/impact-on-founder-personal-brands) - [Do Investors Use ChatGPT to Research Startups?](https://thechalklabs.com/ai-seo/impact/impact-on-fundraising-and-investor-discovery) - [The Impact of AI SEO on Lead Generation](https://thechalklabs.com/ai-seo/impact/impact-on-lead-generation) - [The Impact of AI SEO on Local Businesses](https://thechalklabs.com/ai-seo/impact/impact-on-local-businesses) - [The Impact of AI SEO on Marketing Agencies](https://thechalklabs.com/ai-seo/impact/impact-on-marketing-agencies) - [Why PR Matters for AI Search Visibility](https://thechalklabs.com/ai-seo/impact/impact-on-pr-and-comms) - [The Impact of AI Search on Recruiting and Employer Brand](https://thechalklabs.com/ai-seo/impact/impact-on-recruiting-and-employer-brand) - [The Impact of AI SEO on Sales Cycle Length](https://thechalklabs.com/ai-seo/impact/impact-on-sales-cycle-length) - [How AI Search Changes How Buyers Talk to Sales](https://thechalklabs.com/ai-seo/impact/impact-on-sales-teams) - [The Impact of AI SEO on Small Businesses](https://thechalklabs.com/ai-seo/impact/impact-on-small-business) - [The Impact of AI SEO on Startups](https://thechalklabs.com/ai-seo/impact/impact-on-startups) - [Is SEO Dead Because of AI?](https://thechalklabs.com/ai-seo/impact/is-seo-dead) - [The AI SEO Flywheel: How Results Compound](https://thechalklabs.com/ai-seo/impact/the-ai-seo-flywheel) - [What AI SEO Cannot Do](https://thechalklabs.com/ai-seo/impact/what-ai-seo-cannot-do) - [Why Your Market Changes How Many Leads AI SEO Brings](https://thechalklabs.com/ai-seo/impact/why-the-market-changes-your-ai-seo-results) - [Zero-Click Searches and What They Mean for Your Traffic](https://thechalklabs.com/ai-seo/impact/zero-click-searches-and-your-traffic) ### Industries - [AI SEO for Accounting Firms: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/accounting-firms) - [AI SEO for Agriculture and Agribusiness](https://thechalklabs.com/ai-seo/industries/agriculture-agribusiness) - [AI SEO for AI Startups: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/ai-startups) - [AI SEO for Architecture and Interior Design: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/architecture-interior-design) - [AI SEO for Auto Repair and Car Dealerships](https://thechalklabs.com/ai-seo/industries/automotive-repair-and-dealerships) - [AI SEO for B2B SaaS: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/b2b-saas) - [AI SEO for Beauty and Skincare Brands](https://thechalklabs.com/ai-seo/industries/beauty-skincare-brands) - [AI SEO for Chemicals and Materials Suppliers](https://thechalklabs.com/ai-seo/industries/chemicals-and-materials) - [AI SEO for Cleaning Services](https://thechalklabs.com/ai-seo/industries/cleaning-services) - [AI SEO for Coaches and Creators](https://thechalklabs.com/ai-seo/industries/coaches-and-creators) - [AI SEO for Construction Contractors](https://thechalklabs.com/ai-seo/industries/construction-contractors) - [AI SEO for Crypto and Web3: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/crypto-web3) - [AI SEO for Cybersecurity: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/cybersecurity) - [AI SEO for Dental Practices: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/dental-practices) - [AI SEO for Developer Tools: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/developer-tools) - [AI SEO for E-Commerce and D2C Brands](https://thechalklabs.com/ai-seo/industries/ecommerce-d2c) - [AI SEO for EdTech and Online Learning: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/edtech-online-learning) - [AI SEO for Schools and Universities](https://thechalklabs.com/ai-seo/industries/education-schools-universities) - [AI SEO for Energy and Utilities Services](https://thechalklabs.com/ai-seo/industries/energy-utilities) - [AI SEO for Fashion and Apparel](https://thechalklabs.com/ai-seo/industries/fashion-apparel) - [AI SEO for Financial Advisors: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/financial-advisors) - [AI SEO for Fintech: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/fintech) - [AI SEO for Gyms and Fitness Studios](https://thechalklabs.com/ai-seo/industries/fitness-gyms-studios) - [AI SEO for Food and Beverage Brands](https://thechalklabs.com/ai-seo/industries/food-and-beverage-brands) - [AI SEO for Furniture and Home Decor](https://thechalklabs.com/ai-seo/industries/furniture-home-decor) - [AI SEO for Gaming and Esports](https://thechalklabs.com/ai-seo/industries/gaming-and-esports) - [AI SEO for HVAC and Plumbing Companies](https://thechalklabs.com/ai-seo/industries/home-services-hvac-plumbing) - [AI SEO for Hotels and Hospitality](https://thechalklabs.com/ai-seo/industries/hotels-hospitality) - [AI SEO for Industrial Distributors](https://thechalklabs.com/ai-seo/industries/industrial-distribution) - [AI SEO for Industrial Machinery and Equipment](https://thechalklabs.com/ai-seo/industries/industrial-machinery-equipment) - [AI SEO for Packaging Companies](https://thechalklabs.com/ai-seo/industries/industrial-packaging) - [AI SEO for Insurance Agencies: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/insurance-agencies) - [AI SEO for IT Services and Managed Service Providers: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/it-services-msp) - [AI SEO for Jewelry Brands and Retailers](https://thechalklabs.com/ai-seo/industries/jewelry) - [AI SEO for Landscaping and Lawn Care](https://thechalklabs.com/ai-seo/industries/landscaping-lawn-care) - [AI SEO for Law Firms: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/law-firms) - [AI SEO for Local Retail and Specialty Shops](https://thechalklabs.com/ai-seo/industries/local-retail-and-specialty-shops) - [AI SEO for Logistics and Freight](https://thechalklabs.com/ai-seo/industries/logistics-freight) - [AI SEO for Management Consulting: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/management-consulting) - [AI SEO for Manufacturers](https://thechalklabs.com/ai-seo/industries/manufacturing) - [AI SEO for Marketing Agencies: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/marketing-agencies) - [AI SEO for Media and Publishers](https://thechalklabs.com/ai-seo/industries/media-publishing) - [AI SEO for Med Spas and Aesthetic Clinics: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/medical-aesthetics) - [AI SEO for Medical Clinics: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/medical-clinics) - [AI SEO for Medical Device Companies: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/medical-devices) - [AI SEO for Mental Health and Therapy Practices: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/mental-health-therapy) - [AI SEO for Moving Companies](https://thechalklabs.com/ai-seo/industries/moving-companies) - [AI SEO for Nonprofits](https://thechalklabs.com/ai-seo/industries/nonprofits) - [AI SEO for Personal Brands and Independent Consultants](https://thechalklabs.com/ai-seo/industries/personal-brands-and-consultants) - [AI SEO for Pest Control](https://thechalklabs.com/ai-seo/industries/pest-control) - [AI SEO for Pharma and Biotech](https://thechalklabs.com/ai-seo/industries/pharma-biotech) - [AI SEO for Physiotherapy and Chiropractic: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/physiotherapy-chiropractic) - [AI SEO for Real Estate Agents and Brokerages: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/real-estate) - [AI SEO for Recruiting and Staffing: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/recruiting-staffing) - [AI SEO for Restaurants and Cafes](https://thechalklabs.com/ai-seo/industries/restaurants-cafes) - [AI SEO for Roofing Contractors](https://thechalklabs.com/ai-seo/industries/roofing-contractors) - [AI SEO for Solar Installers](https://thechalklabs.com/ai-seo/industries/solar-energy-installers) - [AI SEO for Travel and Tour Operators](https://thechalklabs.com/ai-seo/industries/travel-tour-operators) - [AI SEO for Veterinary Clinics: How to Get Recommended by ChatGPT and Google AI Overviews](https://thechalklabs.com/ai-seo/industries/veterinary-clinics) - [AI SEO for Wedding and Event Services](https://thechalklabs.com/ai-seo/industries/wedding-and-event-services) ### Regions - [AI SEO in Austin: How a Business Gets Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/austin) - [AI SEO in Australia: How to Get Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/australia) - [AI SEO in Bengaluru: How to Get Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/bengaluru) - [AI SEO in Berlin: How to Get Recommended by ChatGPT and Google AI Search](https://thechalklabs.com/ai-seo/regions/berlin) - [AI SEO in Brazil: How to Get Recommended by ChatGPT and Google AI Search](https://thechalklabs.com/ai-seo/regions/brazil) - [AI SEO in Canada: How to Get Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/canada) - [AI SEO in Chicago: How a Business Gets Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/chicago) - [AI SEO in Delhi NCR: How to Get Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/delhi-ncr) - [AI SEO in Egypt: How to Get Recommended by ChatGPT and Google AI Search](https://thechalklabs.com/ai-seo/regions/egypt) - [AI SEO in France: How to Get Recommended by ChatGPT and Google AI Search](https://thechalklabs.com/ai-seo/regions/france) - [AI SEO in Germany: how to get recommended by ChatGPT and Google AI search](https://thechalklabs.com/ai-seo/regions/germany) - [AI SEO in Hong Kong: how to get recommended by ChatGPT and Google AI search](https://thechalklabs.com/ai-seo/regions/hong-kong) - [AI SEO in Hyderabad: How to Get Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/hyderabad) - [AI SEO in India: How to Get Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/india) - [AI SEO in Indonesia: How to Get Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/indonesia) - [AI SEO in Ireland: How to Get Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/ireland) - [AI SEO in Italy: How to Get Recommended by ChatGPT and Google AI Search](https://thechalklabs.com/ai-seo/regions/italy) - [AI SEO in Japan: how to get recommended by ChatGPT and Google AI search](https://thechalklabs.com/ai-seo/regions/japan) - [AI SEO in Kenya: How to Get Recommended by ChatGPT and Google AI Search](https://thechalklabs.com/ai-seo/regions/kenya) - [AI SEO in Lisbon: How to Get Recommended by ChatGPT and Google AI Search](https://thechalklabs.com/ai-seo/regions/lisbon) - [AI SEO in London: How to Get Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/london) - [AI SEO in Los Angeles: How a Business Gets Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/los-angeles) - [AI SEO in Malaysia: How to Get Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/malaysia) - [AI SEO in Mexico: How to Get Recommended by ChatGPT and Google AI Search](https://thechalklabs.com/ai-seo/regions/mexico) - [AI SEO in Miami: How a Business Gets Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/miami) - [AI SEO in Mumbai: How to Get Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/mumbai) - [AI SEO in the Netherlands: How to Get Recommended by ChatGPT and Google AI Search](https://thechalklabs.com/ai-seo/regions/netherlands) - [AI SEO in New York City: How a Business Gets Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/new-york) - [AI SEO in New Zealand: How to Get Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/new-zealand) - [AI SEO in Nigeria: How to Get Recommended by ChatGPT and Google AI Search](https://thechalklabs.com/ai-seo/regions/nigeria) - [AI SEO in the Philippines: how to get recommended by ChatGPT and Google AI search](https://thechalklabs.com/ai-seo/regions/philippines) - [AI SEO in the San Francisco Bay Area: Getting Named by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/san-francisco-bay-area) - [AI SEO in Saudi Arabia: How to Get Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/saudi-arabia) - [AI SEO in Singapore: How to Get Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/singapore) - [AI SEO in South Africa: How to Get Recommended by ChatGPT and Google AI Search](https://thechalklabs.com/ai-seo/regions/south-africa) - [AI SEO in South Korea: how to get recommended by ChatGPT and Google AI search](https://thechalklabs.com/ai-seo/regions/south-korea) - [AI SEO in Spain: How to Get Recommended by ChatGPT and Google AI Search](https://thechalklabs.com/ai-seo/regions/spain) - [AI SEO in Switzerland: How to Get Recommended by ChatGPT and Google AI Search](https://thechalklabs.com/ai-seo/regions/switzerland) - [AI SEO in Sydney: How to Get Recommended by ChatGPT and Google AI Search](https://thechalklabs.com/ai-seo/regions/sydney) - [AI SEO in Toronto: How to Get Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/toronto) - [AI SEO in Turkey: How to Get Recommended by ChatGPT and Google AI Search](https://thechalklabs.com/ai-seo/regions/turkey) - [AI SEO in the UAE: How to Get Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/united-arab-emirates) - [AI SEO in the United Kingdom: How to Get Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/united-kingdom) - [AI SEO in the United States: How to Get Recommended by ChatGPT and Google AI](https://thechalklabs.com/ai-seo/regions/united-states) - [AI SEO in Vietnam: how to get recommended by ChatGPT and Google AI search](https://thechalklabs.com/ai-seo/regions/vietnam) ## Services - [Web3 Marketing Agency That Gets You Cited by Google and ChatGPT](https://thechalklabs.com/feeds/web3-marketing-agency): Chalk Labs is a web3 marketing agency engineered for the AI-search era: PR, SEO, GEO and performance in one team. Retainers from $3k/mo. Book a free call. - [Crypto Marketing Agency for Projects That Need Real Traction](https://thechalklabs.com/feeds/crypto-marketing-agency): Full-funnel crypto marketing, PR, SEO, KOLs and paid, with real benchmarks, not black-box retainers. See what the market charges and what we do differently. - [Crypto PR Agency: Tier-1 Coverage Without the Tier-1 Bloat](https://thechalklabs.com/feeds/crypto-pr-agency): Tier-1 crypto PR without the retainer bloat. Legacy firms charge $6.5k–9.5k per placement. Chalk Labs brings 500+ placements and 5B+ impressions of proof. - [Token Launch Marketing Agency: From Pre-TGE Hype to Post-Listing Growth](https://thechalklabs.com/feeds/token-launch-marketing-agency): End-to-end token launch marketing, pre-TGE hype, launch week, post-listing retention. Real budgets ($40k–150k market), 50+ launches of experience. Talk to us. - [Token Launch PR Agency for TGEs, IDOs and Exchange Listings](https://thechalklabs.com/feeds/token-launch-pr-agency): Launch PR is a timing game: embargoes, exchange announcements and one news cycle that decides momentum. Chalk Labs has run press for 50+ launches. Get it right. - [Solana Marketing Agency for Ecosystem-Native Growth](https://thechalklabs.com/feeds/solana-marketing-agency): Solana is its own market, different KOLs, media, culture and launch mechanics. Chalk Labs runs ecosystem-native Solana marketing: PR, community, GEO, launches. - [DeFi Marketing Agency: TVL Growth Without Mercenary Capital](https://thechalklabs.com/feeds/defi-marketing-agency): Emissions buy TVL that leaves. Chalk Labs markets DeFi protocols on trust: audits, transparency, sustainable yield narratives and AI-search visibility. - [Memecoin Marketing Agency: Virality With a Plan](https://thechalklabs.com/feeds/memecoin-marketing-agency): Memecoin windows last days, not months. Chalk Labs runs speed-first launch marketing, KOLs, community ignition, narrative timing, with real discipline. - [Crypto SEO Agency: Rank in Google and AI Answers for Web3 Terms](https://thechalklabs.com/feeds/crypto-seo-agency): Ad platforms ban crypto, so organic search and AI answers are your scalable channel. Chalk Labs ranks web3 sites in Google and gets them cited by ChatGPT. - [AI SEO Agency: Optimize for Google, ChatGPT, Perplexity and Gemini](https://thechalklabs.com/feeds/ai-seo-agency): One retainer for the whole search stack: Google rankings plus citations in ChatGPT, Perplexity and Gemini, with mention-rate reporting. From Chalk Labs. - [Generative Engine Optimization (GEO) Agency](https://thechalklabs.com/feeds/generative-engine-optimization-agency): Generative engine optimization gets your brand recommended by ChatGPT, Perplexity and Gemini, with measurable prompt-set tracking. Chalk Labs is a GEO agency. - [Answer Engine Optimization (AEO) Services](https://thechalklabs.com/feeds/answer-engine-optimization-agency): AEO puts your content inside AI Overviews, featured snippets and chatbot answers. Structured answers, FAQ schema, citation engineering, by Chalk Labs. - [AI Marketing Agency: AI-Native Campaigns, Human Strategy](https://thechalklabs.com/feeds/ai-marketing-agency): AI-native execution with human strategy: Chalk Labs runs performance marketing, content and PR at a pace bloated retainers can't match. From ~$3k/month. - [Marketing Agency for AI Startups](https://thechalklabs.com/feeds/ai-startup-marketing-agency): Every AI startup claims the same three superlatives. Chalk Labs cuts through: differentiation, launch GTM and AI-search visibility for AI products. From $3k/mo. - [B2B SaaS Marketing Agency for Pipeline, Not Vanity Metrics](https://thechalklabs.com/feeds/b2b-saas-marketing-agency): Pipeline, not vanity metrics. Chalk Labs runs SEO/GEO and outbound automation tuned to SaaS CAC math, every channel reports into revenue. Retainers from $3k/mo. - [Web3 Performance Marketing Agency](https://thechalklabs.com/feeds/web3-performance-marketing-agency): Crypto ads are restricted, not impossible. Chalk Labs runs compliant paid acquisition for web3, crypto ad networks, X, programmatic, measured to the wallet. - [Web3 KOL Marketing Agency: Vetted Influencers, Real Reach](https://thechalklabs.com/feeds/web3-kol-marketing-agency): Crypto KOL posts cost $200 to $500k+ and fake reach is everywhere. Chalk Labs vets every account, contracts every deliverable, and discloses every real fee. - [Founder Branding Agency: Turn Founders Into Distribution](https://thechalklabs.com/feeds/founder-branding-agency): Founder accounts outperform brand accounts, build yours into a distribution channel. Chalk Labs runs founder branding on X and LinkedIn: strategy, content, PR. - [Personal Branding for Crypto Founders](https://thechalklabs.com/feeds/crypto-founder-personal-branding): In crypto, anonymous means untrustworthy, to investors, exchanges and users. Chalk Labs builds credible public identities for crypto founders on CT and beyond. - [Outreach Automation Services: AI-Personalized Cold Outbound](https://thechalklabs.com/feeds/outreach-automation-services): Done-for-you cold outbound across email, LinkedIn and X, AI personalization at scale with human editorial gates and deliverability discipline. By Chalk Labs. - [MVP Development Agency: Launch in Weeks, Not Quarters](https://thechalklabs.com/feeds/mvp-development-agency): Fixed price, fixed timeline MVPs. The 2026 market ships in 14–30 days for $7k–25k; Chalk Labs builds launch-grade MVPs at $10k–40k with marketing baked in. - [AI MVP Development: Ship an AI Product in 30 Days](https://thechalklabs.com/feeds/ai-mvp-development-company): AI MVPs fail differently, evals, latency, cost-per-query, hallucination handling. Chalk Labs builds production-grade LLM products in ~30 days at fixed prices. - [AI Agent Development Company for Business Automation](https://thechalklabs.com/feeds/ai-agent-development-company): Custom AI agents that replace real workflows, support, lead gen, ops. Honest scoping against $25k–100k market pricing, evals included. Built by Chalk Labs. - [Custom CRM Development for Startups and Communities](https://thechalklabs.com/feeds/custom-crm-development): Stop contorting your pipeline into Salesforce. Chalk Labs builds custom CRMs shaped around how you actually sell, including web3-native pipelines. Fixed price. - [Custom ERP Development Without the Enterprise Price Tag](https://thechalklabs.com/feeds/custom-erp-development): Outgrown spreadsheets but dreading SAP? Chalk Labs builds right-sized custom ERPs for scaling startups, your workflows, fixed price, weeks not years. - [Web3 Website Development: Sites Built for Trust and Conversion](https://thechalklabs.com/feeds/web3-website-development): Investors, exchanges and users all judge your site in seconds. Chalk Labs builds web3 websites, docs and dApp front-ends that pass sniff tests and Core Web Vitals. ## Pricing & common questions - [How Much Does a Web3 Marketing Agency Cost in 2026?](https://thechalklabs.com/feeds/how-much-does-a-web3-marketing-agency-cost): Web3 marketing agencies charge $3k-$6k/mo for startups and $50k+/mo at the top end. See what drives pricing, what you get per tier, and how to avoid overpaying. - [How Much Does Crypto PR Cost in 2026?](https://thechalklabs.com/feeds/how-much-does-crypto-pr-cost): Crypto PR costs $6.5k-$9.5k per tier-1 placement or $5k-$20k/mo on retainer in 2026. Itemized pricing for releases, retainers, and launches, with no fluff. - [How Much Does Token Launch Marketing Cost?](https://thechalklabs.com/feeds/how-much-does-token-launch-marketing-cost): Token launch marketing costs $40k-$150k+ for a serious TGE, or $8k-$25k/mo for lean pre-launch phases. Full budget breakdown by phase, channel, and tier. - [How Much Do Crypto KOLs Charge in 2026?](https://thechalklabs.com/feeds/how-much-do-crypto-kols-charge): Crypto KOL rates in 2026: $200-$2k for micro influencers, $10k-$50k for macro accounts, $500k+ for top names. Full rate card by tier and platform, plus tips. - [How Much Does an MVP Cost in 2026?](https://thechalklabs.com/feeds/how-much-does-an-mvp-cost): An MVP costs $7k-$25k at 2026 market rates for a fixed-scope build in 14-30 days. See what drives cost up, what inflates quotes, and realistic tier pricing. - [How Long Does It Take to Build an MVP?](https://thechalklabs.com/feeds/how-long-does-it-take-to-build-an-mvp): Building an MVP takes 14-30 days with a focused team in 2026, not the 3-6 months agencies used to quote. See timelines by scope tier and what causes delays. - [How Much Does AI Agent Development Cost?](https://thechalklabs.com/feeds/how-much-does-ai-agent-development-cost): AI agent development costs $25k-$100k for custom builds in 2026, or $2.5k+ configured from pre-built platforms. Full cost breakdown by complexity and use case. - [How Much Does a Custom CRM Cost to Build?](https://thechalklabs.com/feeds/how-much-does-a-custom-crm-cost): A custom CRM costs $10k-$50k to build in 2026, less than 3 years of per-seat SaaS licenses. Cost tiers, what drives price, and when building beats buying. - [What Does a Crypto Marketing Agency Actually Do?](https://thechalklabs.com/feeds/what-does-a-crypto-marketing-agency-do): A crypto marketing agency runs PR, community, KOL programs, SEO, and launch campaigns for web3 projects. The full service-by-service breakdown with timelines. - [How to Choose a Web3 Marketing Agency: 12 Questions to Ask](https://thechalklabs.com/feeds/how-to-choose-a-web3-marketing-agency): Choosing a web3 marketing agency? Ask these 12 vetting questions, on placements, KOL vetting, AI-search visibility, and reporting, before signing anything. - [Best Crypto PR Firms in 2026 (Honest Rankings)](https://thechalklabs.com/feeds/best-crypto-pr-firms-2026): The best crypto PR firms in 2026, ranked honestly by placement quality, pricing, and fit, including where boutiques beat the big legacy names, and for whom. - [Best Web3 Marketing Agencies in 2026](https://thechalklabs.com/feeds/best-web3-marketing-agencies-2026): The best web3 marketing agencies in 2026, ranked by specialty, pricing, and stage fit, from boutique founder-led shops to full-service launch machines. - [Best AI Marketing Agencies in 2026 by Specialty](https://thechalklabs.com/feeds/best-ai-marketing-agencies-2026): The best AI marketing agencies in 2026, bucketed by specialty, GEO and AI search, AI-driven performance, creative automation, with real pricing per tier. - [Best Generative Engine Optimization Agencies in 2026](https://thechalklabs.com/feeds/best-geo-agencies-2026): The best GEO agencies in 2026, ranked with honest criteria: methodology, measurable citation tracking, self-demonstrated AI visibility, and real pricing tiers. - [Can You Advertise Crypto on Google in 2026?](https://thechalklabs.com/feeds/can-you-advertise-crypto-on-google): Yes, with restrictions. Google allows certified crypto exchanges and wallets to advertise in approved countries. What's allowed, banned, and the workarounds. - [Does SEO Still Work in 2026?](https://thechalklabs.com/feeds/does-seo-still-work-in-2026): Yes, SEO works in 2026, but the output changed: citations in AI answers now matter alongside clicks. What still works, what died, and what to do differently. - [How Do You Get Your Business Recommended by ChatGPT?](https://thechalklabs.com/feeds/how-to-appear-in-chatgpt-recommendations): To get recommended by ChatGPT: build entity clarity, earn listicle and review presence, allow AI crawlers, publish citable answers. The full recipe plus audit. - [Is GEO Worth It for Startups?](https://thechalklabs.com/feeds/is-geo-worth-it-for-startups): GEO is worth it for startups when buyers research via AI tools: referral traffic converts 2x+ better and early movers become default answers. Costs from $3k/mo. - [What Is a Good Marketing Budget for a Token Launch?](https://thechalklabs.com/feeds/what-is-a-good-marketing-budget-for-token-launch): A good token launch marketing budget is 8-15% of your raise, $40k-$150k for most funded projects, split 40/30/30 across pre-TGE, launch week, post-listing. - [Do Crypto Projects Actually Need PR?](https://thechalklabs.com/feeds/do-crypto-projects-need-pr): Not always. Crypto PR pays off around launches, listings, and fundraises, and wastes money pre-product. An honest look at when PR works and when to skip it. ## Guides - [How to Market a Token Launch in 2026: The Complete Playbook](https://thechalklabs.com/feeds/how-to-market-a-token-launch-in-2026) - [What Is Generative Engine Optimization (GEO)?](https://thechalklabs.com/feeds/what-is-generative-engine-optimization) - [What Is Answer Engine Optimization (AEO)?](https://thechalklabs.com/feeds/what-is-answer-engine-optimization) - [What Is AI SEO? How Search Optimization Changed](https://thechalklabs.com/feeds/what-is-ai-seo) - [What Is Founder-Led Marketing?](https://thechalklabs.com/feeds/what-is-founder-led-marketing) - [What Is KOL Marketing in Crypto?](https://thechalklabs.com/feeds/what-is-kol-marketing) - [What Is a TGE (Token Generation Event)?](https://thechalklabs.com/feeds/what-is-a-tge) - [What Is an AI Agent? A Plain-English Guide for Businesses](https://thechalklabs.com/feeds/what-is-an-ai-agent) - [Crypto PR Strategy in 2026: What Still Gets Coverage](https://thechalklabs.com/feeds/crypto-pr-strategy-2026) - [Web3 Community Building: From Zero to Engaged Holders](https://thechalklabs.com/feeds/web3-community-building-guide) - [Crypto Twitter (X) Growth Guide for Projects and Founders](https://thechalklabs.com/feeds/crypto-twitter-growth-guide) - [Telegram Marketing for Crypto Projects: The 2026 Guide](https://thechalklabs.com/feeds/telegram-marketing-for-crypto) - [The Discord Community Playbook for Web3 Projects](https://thechalklabs.com/feeds/discord-community-playbook) - [Token Launch Checklist: 60 Steps Before, During and After TGE](https://thechalklabs.com/feeds/token-launch-checklist) - [Pre-Launch Crypto Marketing: Building Hype Before TGE](https://thechalklabs.com/feeds/pre-launch-crypto-marketing-guide) - [Post-TGE Marketing: Keeping Momentum After the Launch](https://thechalklabs.com/feeds/post-tge-marketing-strategy) - [Exchange Listing Marketing: How to Maximize a CEX Listing](https://thechalklabs.com/feeds/exchange-listing-marketing-guide) - [How to Get Crypto Press Coverage (CoinDesk, Cointelegraph & Beyond)](https://thechalklabs.com/feeds/how-to-get-crypto-press-coverage) - [Crypto Influencer Marketing: Costs, Vetting and ROI in 2026](https://thechalklabs.com/feeds/crypto-influencer-marketing-guide) - [Web3 Go-To-Market Strategy: A Framework for Founders](https://thechalklabs.com/feeds/web3-go-to-market-strategy) - [How to Optimize for Google AI Overviews in 2026](https://thechalklabs.com/feeds/ai-overviews-optimization-guide) - [How to Get Your Brand Cited by ChatGPT](https://thechalklabs.com/feeds/how-to-get-cited-by-chatgpt) - [How to Rank in Perplexity: A Source-Citation Guide](https://thechalklabs.com/feeds/perplexity-optimization-guide) - [llms.txt Explained: What It Is and Whether You Need One](https://thechalklabs.com/feeds/llms-txt-explained) - [Schema Markup for AI Search: The Types That Actually Matter](https://thechalklabs.com/feeds/schema-markup-for-ai-search) - [Entity SEO: How to Make Google and LLMs Understand Your Brand](https://thechalklabs.com/feeds/entity-seo-guide) - [B2B SaaS SEO in 2026: Surviving AI Overviews](https://thechalklabs.com/feeds/b2b-saas-seo-2026) - [Programmatic SEO: How to Scale Landing Pages Without Spam](https://thechalklabs.com/feeds/programmatic-seo-guide) - [The Founder Personal Branding Playbook (Web3 and AI Edition)](https://thechalklabs.com/feeds/founder-personal-branding-playbook) - [LinkedIn Growth for Founders: A 2026 Operating System](https://thechalklabs.com/feeds/linkedin-growth-for-founders) - [Cold Email Outreach in 2026: Deliverability, AI and What Converts](https://thechalklabs.com/feeds/cold-email-outreach-guide-2026) - [The Best AI Outreach Automation Tools in 2026 (Tested)](https://thechalklabs.com/feeds/ai-outreach-automation-tools) - [How to Validate a Startup Idea Before Building an MVP](https://thechalklabs.com/feeds/how-to-validate-a-startup-idea) - [Our MVP Development Process: Idea to Live Product in 30 Days](https://thechalklabs.com/feeds/mvp-development-process) - [How to Build an AI Agent for Your Business (2026 Guide)](https://thechalklabs.com/feeds/how-to-build-an-ai-agent) - [21 AI Agent Use Cases That Actually Work in 2026](https://thechalklabs.com/feeds/ai-agent-use-cases-2026) - [CRM Implementation Guide: Why Most Rollouts Fail](https://thechalklabs.com/feeds/crm-implementation-guide) - [Web3 SEO: How Crypto Projects Rank When Ads Are Banned](https://thechalklabs.com/feeds/web3-seo-guide) - [Crypto Ad Networks in 2026: Where You Can Actually Advertise](https://thechalklabs.com/feeds/crypto-ad-networks-guide) - [AI Search Statistics 2026: 50 Stats on ChatGPT, AI Overviews and GEO](https://thechalklabs.com/feeds/ai-search-statistics-2026) ## Agent Market: catalog of MCP servers, skills and plugins > Agent Market is Chalk Labs' catalog of AI agent building blocks (MCP servers, skills, plugins, harnesses, agents, models) with one-line install commands per host app (Claude Code, Codex, Cursor, VS Code) and a freshness grade on every listing. It lives under /market on this domain. - [Agent Market llms.txt](https://www.thechalklabs.com/market/llms.txt): hubs, how grades work, top listings, top comparisons, install guides - [Agent Market full text](https://www.thechalklabs.com/market/llms-full.txt): the top 2,000 listings with summaries, install commands and grades, the methodology and every install guide, in one file - [Agent Market](https://www.thechalklabs.com/market): search and browse the catalog - [Best MCP servers, by product and job](https://www.thechalklabs.com/market/best) - [Comparisons](https://www.thechalklabs.com/market/compare) and [alternatives](https://www.thechalklabs.com/market/alternatives) - [Install guides for Claude Code, Cursor, Codex and VS Code](https://www.thechalklabs.com/market/guides) - [Trust policy: how listings are graded and ranked](https://www.thechalklabs.com/market/trust) - [MCP server for agents](https://www.thechalklabs.com/market/mcp) and [developer docs and REST API](https://www.thechalklabs.com/market/developers) ## Contact - [Book a 30-minute call](https://calendly.com/rahiljain-tech/30min) - [Homepage](https://thechalklabs.com)