Everyday AI Podcast – An AI and ChatGPT Podcast

Ep 857: From Chatbots to Super Agents: The 11 AI Tool Categories Explained (Start Here Series Ep 16)

September 9, 2026

AI Summary

5 min read

Most people who use AI tools are only scratching the surface. The overwhelming majority of the billions of people who use generative AI every week are still using the same handful of chatbots the same way: typing a question and getting a text answer. They are using category one (text reasoning assistance) and ignoring everything else. The problem isn't that there aren't enough tools—it's that people don't understand how the categories actually differ and which ones matter for their specific work.

The 11-Category Map of AI Tools

Jordan Wilson, host of the Everyday AI Podcast, has spent years testing thousands of AI tools and has developed a framework that organizes them into 11 parent categories. These aren't arbitrary buckets; they reflect fundamentally different underlying technologies and use cases. The categories are:

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What you'll learn

1 (00:00) **Episode Introduction & The Problem** - Jordan introduces the "Start Here" series and sets up the central problem: most people feel overwhelmed by the thousands of AI tools launching every week.
2 (02:42) **The 11 AI Tool Categories: Overview** - Jordan lists all 11 parent categories at once, acknowledging that some tools (like Gemini) cross multiple categories.
3 (08:32) **Quick History: From Eliza to Transformers** - A very brief history of AI, from Eliza in the 1960s to the 2017 "Attention is All You Need" paper, to explain why modern tools are different.
4 (10:49) **Category 1: Text Reasoning Assistants** - The "gateway drug" of AI: text in, text out. Jordan explains why patience is a superpower here.
5 (13:10) **Category 2: Multi-Modal AI Platforms** - The same core tools (ChatGPT, Gemini, Claude) but used for multi-modal input and output, not just text.
6 (15:46) **Category 3: AI Search & Deep Research** - Tools that browse the web and synthesize information, moving beyond a model's training data.
7 (19:52) **Category 4: Voice & Speech AI** - Speech-to-text and text-to-speech tools, which Jordan calls a "trending category" for 2026.

+ Full timestamped outline available in the app

Guests on this episode

Jordan Wilson

Show Notes

Most people are either using too many AI tools or not enough.

The real problem?

Not understanding the categories and capabilities of the main AI tools that matter. And with constant updates, it's pretty much impossible to get a decent lay of the AI land.

We're changing that with this episode: From Chatbots to Super Agents: The 11 AI Tool Categories Explained -- An Everyday AI Chat With Jordan Wilson

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Topics Covered in This Episode:

11 Essential AI Tool Categories Overview
Text Reasoning Assistants Explained
Multimodal AI Operating Systems Breakdown
AI Search and Deep Research Tools
Voice and Speech AI Tech Trends
AI Image Generation Diffusion Models
AI Video Generation & World Models
AI Music Generation Tools and Players
Design and Visual Content Automation
Vibe Coding App Builders Functionality
AI Coding Copilots & Local Agents
Autonomous AI Agents and Browsers
Building a Competitive Personal AI Stack

Timestamps:

00:00 Overview of 11 AI tool categories

06:40 AI tools and their uses

07:54 Old school AI systems

11:23 Being patient with AI tools

16:15 How AI models find answers

17:22 Future of browsing with AI

23:49 How AI generates images

26:50 How video generation works

29:01 Creative AI and music generation

33:48 AI tools and natural language

34:41 Explaining vibe coding and key players

38:35 Understanding autonomous AI agents

42:58 AI platforms and top players

45:02 Choosing the right AI tools

48:04 Choosing the right AI tools

Keywords:

AI tool categories, chatbots, super agents, text reasoning assist