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AI marketing has developed its own vocabulary fast — and the MCP ecosystem has added another layer on top of it. This glossary defines the terms you'll encounter when working with AI marketing tools, reading research, or setting up MCP connections. Terms are l
"Agentic SEO" is having a moment. The pitch writes itself: AI agents that crawl your site, identify opportunities, write the content, publish it, and monitor the results -- all without human involvement. Some tools are actively selling this vision. Some are cl
The MCP ecosystem has grown fast. Over 5,800 MCP servers are now available, which sounds impressive until you try to find the five that are actually useful for your job. This directory cuts through the noise. It covers the MCP servers that matter most for mark
There's a good chance you've heard "MCP" thrown around in AI conversations lately and nodded along without being entirely sure what it means. This guide is for you. MCP — the Model Context Protocol — is the reason your AI assistant can suddenly look at your li
You have probably seen "MCP" mentioned in AI circles. Maybe in a newsletter, maybe in a Slack thread. It gets discussed alongside Claude, AI agents, and "the future of work." Then everyone assumes you know what it means and moves on. This guide does not assume
Ooty brings your marketing data directly into your AI assistant through the Model Context Protocol (MCP). Instead of switching between Google Analytics, Search Console, Google Ads, Meta, YouTube, and Amazon dashboards, you ask Claude a question and get an answ
Google Ads produces more data than most advertisers know what to do with. Campaigns, ad groups, keywords, search terms, audiences, devices, locations, time of day -- every dimension is available, spread across dozens of report views in an interface designed fo
When you connect Claude to your Google Analytics account through Ooty's Compass MCP server and ask "What were my top traffic sources last month?", several things happen in the next two seconds. Understanding what happens -- and why it's designed that way -- ma
Most Instagram analytics tools show you the same numbers in slightly different layouts. Reach, impressions, follower count, engagement rate. You look at them. You look at them again. Then you close the tab and post something anyway, because the numbers did not
Jungle Scout is the tool most Amazon sellers think of first when they hear "product research." It has been around since 2015, the data is extensive, and it is used by everyone from first-time FBA sellers to major brands tracking competitive intelligence on Ama
Keyword research with traditional tools follows a predictable loop: open the tool, enter a seed keyword, scroll through hundreds of results, export to a spreadsheet, filter manually, repeat. The data retrieval and the analysis happen in completely different pl
The Model Context Protocol is moving from experimental to production fast. MCP server downloads grew from 100,000 to over 8 million in just five months (MCP Manager, 2025). AI assistants connected to live APIs, databases, and third-party services are no longer
When developers first encounter the Model Context Protocol, a common question surfaces: "Why not just use an API?" It's a fair question. APIs have worked for two decades. They're well understood, well documented, and supported by every programming language, fr
If you have used Semrush for any length of time, you know the drill. You log in, run a keyword gap report, export the data, open a spreadsheet, and 45 minutes later you are still formatting tables instead of thinking about strategy. Semrush is a powerful tool.
SEO audits traditionally come in two forms. The automated tool report: 847 pages of issues ranked by severity, most of which are irrelevant to your situation. Or the agency audit: eight weeks, a 60-slide deck, and recommendations that are three months stale by
Social Blade has been around since 2008. It is one of the oldest social media analytics services online. Type in any YouTube channel, Instagram account, TikTok profile, or Twitch channel and you get public statistics: subscriber counts, estimated earnings, gro
Fourteen months ago, the Model Context Protocol was an interesting open-source project from Anthropic. Today it's the emerging standard layer for AI tool integration, with backing from every major AI platform and deployment across the majority of Fortune 500 c
TubeBuddy has been a fixture in the YouTube creator toolkit for years. The tag suggestions, the A/B title tests, the bulk processing tools -- it is a solid browser extension that lives inside YouTube Studio and makes a range of tedious operational tasks faster
vidIQ has been a staple of the YouTube creator ecosystem for years. Alongside TubeBuddy, it is one of the two tools most creators reach for when they want to get more strategic about YouTube growth. The AI coaching features, the daily ideas feed, the keyword r
YouTube Studio gives you all the data you need. Views, watch time, subscriber changes, revenue, traffic sources, demographics, impressions, CTR -- and that is before you start looking at individual video performance and audience retention curves. The problem i