Categories
Every cluster we map tools into after URL analysis.
AI Chatbots & Assistants
4 products
General-purpose AI assistants for writing, research, coding help, and everyday knowledge work.




AI Dev Tools & Coding
3 products
Only products whose main job is writing or reviewing source code: IDEs, coding copilots, and coding agents. An API or a site that says it is for developers is not enough.



AI Infrastructure & APIs
7 products
Model APIs, inference hosting, gateways and routers that resell many providers' models, vector stores, agent frameworks, evals, and LLM observability. Pick this for a multi-model API even when those models output video, images, or speech.




Writing & Content
4 products
Text drafting, editing, and content-ops tools. Not voice, TTS, podcasts, or video.




Image & Design
19 products
Image generation, design systems, and visual production software.




Video & Audio
22 products
Products whose main job is making or editing speech, voice, audio, music, or video, including TTS and voice cloning. Still this category when the product exposes its own API, but a storefront for many providers' models belongs in AI Infrastructure & APIs.




Collaboration & Communication
1 product
Chat, meetings, email, and workplace communication platforms.

Marketing & SEO
2 products
Keyword research, content optimization, campaigns, and growth analytics.


Social Media
3 products
Scheduling, listening, community, and social publishing tools.



Sales & CRM
5 products
Pipeline, outreach, and customer-record platforms for revenue teams.




Customer Support
4 products
Help desks, shared inboxes, knowledge bases, and customer success tools.




Analytics & BI
1 product
Product analytics, dashboards, and business intelligence for decision-making.

Cloud & Infrastructure
1 product
Hosting, compute, networking, and cloud operations platforms.

Data & Databases
1 product
Warehouses, databases, ETL, and data-platform software.

Automation & No-code
1 product
Workflow automation, integrations, and no-code app builders.

E-commerce
1 product
Storefronts, payments, merchandising, and commerce operations.

Other
1 product
Useful software that does not fit a tighter category yet. Still independently listed.

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