{"status":"success","count":28,"articles":[{"title":"Deploying Local Llama 3 on Mac Studio M3 Ultra for Legal and Medical Practices","description":"A technical blueprint for deploying local Llama 3 on Mac Studio M3 Ultra: unified memory sizing, Ollama Q4/Q8 quantization, HIPAA compliance, and local WebUI security.","slug":"ai-tools/deploying-local-llama-3-mac-studio-m3-ultra","category":"AI Tools","pubDate":"2026-10-22T00:00:00.000Z","tags":["Local LLMs","Hardware","Ollama","HIPAA","Llama 3","Mac Studio","Benchmarks"],"url":"/blog/ai-tools/deploying-local-llama-3-mac-studio-m3-ultra/"},{"title":"Essential AI Tools for Modern Technical SEO & Agentic Automation","description":"A comprehensive breakdown of next-generation AI tools, autonomous scraping agents, and LLM visibility analyzers for technical search engineers.","slug":"ai-tools/essential-ai-tools-for-modern-seo","category":"AI Tools","pubDate":"2026-03-15T00:00:00.000Z","tags":["AI Tools","AEO","Crawlers","Automation","LLM Search"],"url":"/blog/ai-tools/essential-ai-tools-for-modern-seo/"},{"title":"How AI Visibility Tools Actually Collect Data: API vs UI Scraping","description":"How AI visibility tools collect data: API-based collection vs real browser-based UI execution. A technical breakdown of their trade-offs.","slug":"ai-visibility-data-collection","category":"RESEARCH","pubDate":"2026-07-02T00:00:00.000Z","tags":["SCRAPING","AI AGENTS","DATA"],"url":"/blog/ai-visibility-data-collection/"},{"title":"Best AEO & GEO Agencies in 2026: 30 Agencies Compared","description":"All 30 AEO and GEO agencies compared side-by-side, evaluating their LLM citation performance, pricing, and optimization strategies.","slug":"best-aeo-geo-agencies","category":"GUIDES","pubDate":"2026-07-02T00:00:00.000Z","tags":["AEO","GEO","LLM SEARCH"],"url":"/blog/best-aeo-geo-agencies/"},{"title":"Understanding Brand Mentions in Large Language Models","description":"An analysis of how LLMs select and prioritize brand mentions in their training data, fine-tuning, and retrieval-augmented generation (RAG) contexts.","slug":"brand-mentions-llms","category":"RESEARCH","pubDate":"2026-07-15T00:00:00.000Z","tags":["LLMS","BRANDING","RAG"],"url":"/blog/brand-mentions-llms/"},{"title":"I Crawled 65,000 Pages of My Own Site Without Parsing a Single Sitemap","description":"Somewhere between talks on day one, I think it was during a hallway chat that I decided to run an aggressive crawl experiment using direct link scraping and BFS.","slug":"crawled-65000-pages","category":"RESEARCH","pubDate":"2026-05-04T00:00:00.000Z","tags":["SEO","CRAWLING","EXPERIMENT"],"url":"/blog/crawled-65000-pages/"},{"title":"How AEO (Answer Engine Optimization) is Shaping the Future of Search","description":"A deep dive into Answer Engine Optimization (AEO), why traditional SEO is no longer enough, and how to optimize content for generative search engine indexing.","slug":"how-aeo-shapes-search","category":"GUIDES","pubDate":"2026-07-14T00:00:00.000Z","tags":["AEO","SEO","GEO"],"url":"/blog/how-aeo-shapes-search/"},{"title":"How I Turned Meta AI's Brain Scanner Model Into a Free SEO Tool","description":"I took Meta AI's TRIBE v2 model and turned it into an automated image-to-intent classifier, enabling highly precise visual SEO auditing.","slug":"meta-ai-brain-scanner","category":"EXPERIMENT","pubDate":"2026-03-30T00:00:00.000Z","tags":["AI","SEO","META AI"],"url":"/blog/meta-ai-brain-scanner/"},{"title":"The Engineer's Personal Finance Operating System: Compounding & Capital Allocation","description":"A pragmatic, mathematical framework for software engineers and tech professionals to optimize cash flows, equity grants, and long-term wealth compounding.","slug":"personal-finance/financial-framework-for-engineers","category":"Personal Finance","pubDate":"2026-03-20T00:00:00.000Z","tags":["Personal Finance","Investing","Wealth Building","ESOPs","Compounding"],"url":"/blog/personal-finance/financial-framework-for-engineers/"},{"title":"I Turned 16 Months of Google Search Console Data Into a Vector DB","description":"I had a simple question: what if I could talk directly to my search metrics? Here is how I loaded 16 months of queries and clicks into ChromaDB.","slug":"search-console-vector-db","category":"TOOLS","pubDate":"2026-03-18T00:00:00.000Z","tags":["VECTOR DB","SEARCH CONSOLE","LLM"],"url":"/blog/search-console-vector-db/"},{"title":"How to Track Your Brand Visibility in AI Search","description":"Step-by-step guide to tracking brand visibility in AI search with specialized agents, evaluating citation shares and brand mentions.","slug":"track-brand-visibility-ai-search","category":"GUIDES","pubDate":"2026-07-01T00:00:00.000Z","tags":["AEO","BRAND TRACKING","SEO"],"url":"/blog/track-brand-visibility-ai-search/"},{"title":"How to Track Brand Mentions and Citations in LLM Search Results","description":"A developer guide to measuring brand share-of-voice, citation frequency, and sentiment analysis within AI-driven search engine outcomes.","slug":"tracking-brand-mentions-llms","category":"RESEARCH","pubDate":"2026-07-12T00:00:00.000Z","tags":["LLMS","ANALYTICS","MONITORING"],"url":"/blog/tracking-brand-mentions-llms/"},{"title":"Traditional Search vs. AI Search: How Evolving Platforms Differ","description":"A comparison of indexing mechanisms, retrieval algorithms, and user interaction patterns between legacy search engines and modern AI search agents.","slug":"traditional-vs-ai-search","category":"RESEARCH","pubDate":"2026-07-13T00:00:00.000Z","tags":["SEO","AI AGENTS","SEARCH"],"url":"/blog/traditional-vs-ai-search/"},{"title":"Building Ultra Frog: My Journey Creating an AI-Powered Screaming Frog Alternative","description":"Why I built Ultra Frog SEO Crawler—a high-performance, open-source alternative to Screaming Frog infused with MCP servers, Mistral AI, and real-time sitemap validation.","slug":"ultra-frog-seo-crawler-features","category":"RESEARCH","pubDate":"2026-07-16T00:00:00.000Z","tags":["SEO CRAWLER","MCP","MISTRAL AI","AI AGENTS"],"url":"/blog/ultra-frog-seo-crawler-features/"}],"tools":[{"title":"Agentic Browsing Auditor","description":"A Python library running headless browser agents that perform automated QA, Lighthouse scoring, and layout validation.","slug":"agentic-browsing-auditor","category":"AI Agents","githubUrl":"https://github.com/amal-alexander/agentic-browsing-auditor","demoUrl":"https://pypi.org/project/agentic-browsing-auditor/","url":"/tools"},{"title":"AI Bot Crawlability & Readability Auditor","description":"Simulate how AI web crawlers (GPTBot, ClaudeBot, PerplexityBot, Bytespider & Google-Extended) see, access, and parse your content. Audit robots.txt permissions, text-to-code noise ratios, LLM token counts, and structured data readiness.","slug":"ai-bot-crawlability","category":"AI AGENTS","demoUrl":"/tools/ai-bot-crawlability/","url":"/tools"},{"title":"Amazon Data Extractor & Scraper","description":"Extract product titles, prices, discounts, ASINs, star ratings, review counts, high-res thumbnail images, and sponsored ad tags from any Amazon search URL or query.","slug":"amazon-data-extractor","category":"E-Commerce & Scraping","demoUrl":"/tools/amazon-data-extractor/","url":"/tools"},{"title":"Search Console & Analytics MCP Server","description":"Model Context Protocol server allowing Claude Desktop and other LLM clients to query GA4 and Google Search Console directly.","slug":"analytics-mcp","category":"MCP","githubUrl":"https://github.com/amal-alexander/search-console-mcp","url":"/tools"},{"title":"ASO App Store Metadata Extractor","description":"Input multiple Google Play Store or Apple App Store URLs to instantly extract App Title, Short & Long Description, Rating, Review Count, Downloads, and Update Info.","slug":"aso-extractor","category":"ASO & App SEO","demoUrl":"/tools/aso-extractor/","url":"/tools"},{"title":"Bulk Speed Analyzer","description":"Full Google PageSpeed Insights reports for single or bulk URLs. Score gauges, Core Web Vitals, Lab Data, Opportunities, Diagnostics — all PSI data rendered as a clean UI.","slug":"bulk-speed-analyzer","category":"SEO","demoUrl":"/tools/bulk-speed-analyzer/","url":"/tools"},{"title":"Entity Finder & NER Analyzer","description":"Paste any text to extract and highlight named entities in real time — including Persons, Organizations, Locations, Technologies, Dates, Currencies, and URLs with a dynamic entity breakdown table.","slug":"entity-finder","category":"AI","demoUrl":"/tools/entity-finder/","url":"/tools"},{"title":"Google Autocomplete & Trends Tool","description":"Discover real questions and low-competition keywords people ask on Google across 100+ prefixes (Are, Can, How, What, When, Where, Which, Who, Why, Will + A–Z) with integrated 12-month Google Trends data.","slug":"google-autocomplete","category":"SEO","demoUrl":"/tools/google-autocomplete/","url":"/tools"},{"title":"Competitor Keyword Rank Tracker","description":"Track live Google search engine rankings for any domain or competitor website — no API keys required. Monitor position 1-100, ranking URLs, and top 10 SERP competitor breakdowns.","slug":"keyword-rank-tracker","category":"SEO","demoUrl":"/tools/keyword-rank-tracker/","url":"/tools"},{"title":"Real-Time SERP Data API","description":"Generate personal API keys to extract real-time Google search rankings, organic snippets, and metadata in clean JSON format. Includes instant cURL, Python, and JavaScript code generators.","slug":"serp-api","category":"API","demoUrl":"/tools/serp-api/","url":"/tools"},{"title":"SEO Tech Audit Tool","description":"A comprehensive terminal and Streamlit utility to perform visual, technical, and structural SEO audits on any live domain.","slug":"tech-audit-tool","category":"SEO","githubUrl":"https://github.com/amal-alexander/tech-audit","demoUrl":"https://tech-audit.streamlit.app","url":"/tools"},{"title":"Ultra AI Agent — Multi-Persona Chat","description":"Build a simple, clean ChatGPT-style chat web page powered by the free, no-login Ultra AI Agent reasoning engine. Switch dynamically between @coding, @content, @conversation, @seo, and @technical seo expert personas.","slug":"ultra-ai-agent","category":"AI AGENTS","demoUrl":"/tools/ultra-ai-agent/","url":"/tools"},{"title":"Ultra Frog SEO Crawler v3.0","description":"Screaming Frog-level web crawler and technical SEO auditing suite. 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