The AI Loadout: the best bot for all 17 jobs
One top pick for every job in our catalog, in one place. Picks are editorial and come from the same live ranking as each best-of guide, so this table updates when a ranking changes.
Adding a backend
SupabaseFit 95% match
Postgres, auth, and storage are the product.
Best AI tool for adding a backendAutomating a workflow
MakeFit 92% match
Visual scenarios with branching, still without writing a service.
Best AI tool for automating a workflowBuilding a website
FramerFit 92% match
Visual layout and publishing are the product.
Best AI tool for building a websiteBuilding an agent
Relevance AIFit 88% match
The product is the agent, not a side feature of a chat app.
Best AI tool for building an agentBuilding an app from a prompt
LovableFit 94% match
The product is prompt-to-app, aimed at people who are not starting in an editor.
Best AI tool for building an app from a promptChatting and brainstorming
ChatGPTFit 95% match
The default general assistant for open-ended conversation.
Best AI tool for chatting and brainstormingCreating a voiceover
ElevenLabsFit 96% match
Speech from text is the core product.
Best AI tool for creating a voiceoverDesigning a layout
CanvaFit 92% match
Templates and a simple editor for everyday graphics.
Best AI tool for designing a layoutGenerating images
MidjourneyFit 96% match
The strongest general pick when the output is a still image.
Best AI tool for generating imagesImproving SEO
SurferFit 94% match
On-page optimization is the product.
Best AI tool for improving SEOMaking a video
RunwayFit 92% match
Generative shots and video edits, not a slide-to-presenter tool.
Best AI tool for making a videoMaking game assets
InworldFit 90% match
Runtime characters and dialogue, which is the game-specific job.
Best AI tool for making game assetsMaking music
SunoFit 95% match
You describe a song and get the audio, including vocals.
Best AI tool for making musicResearching a question
PerplexityFit 96% match
Citation-first answers are the whole product.
Best AI tool for researching a questionTaking meeting notes
Otter.aiFit 94% match
Transcription and notes are the job.
Best AI tool for taking meeting notesWriting code
CursorFit 96% match
Built to edit a real codebase, which is the job.
Best AI tool for writing codeWriting marketing copy
ClaudeFit 88% match
Particularly good at longer drafts and revision notes.
Best AI tool for writing marketing copy
| Job | Top pick | Fit | Why | Guide |
|---|---|---|---|---|
| Adding a backend | Supabase | 95% match | Postgres, auth, and storage are the product. | Best AI tool for adding a backend |
| Automating a workflow | Make | 92% match | Visual scenarios with branching, still without writing a service. | Best AI tool for automating a workflow |
| Building a website | Framer | 92% match | Visual layout and publishing are the product. | Best AI tool for building a website |
| Building an agent | Relevance AI | 88% match | The product is the agent, not a side feature of a chat app. | Best AI tool for building an agent |
| Building an app from a prompt | Lovable | 94% match | The product is prompt-to-app, aimed at people who are not starting in an editor. | Best AI tool for building an app from a prompt |
| Chatting and brainstorming | ChatGPT | 95% match | The default general assistant for open-ended conversation. | Best AI tool for chatting and brainstorming |
| Creating a voiceover | ElevenLabs | 96% match | Speech from text is the core product. | Best AI tool for creating a voiceover |
| Designing a layout | Canva | 92% match | Templates and a simple editor for everyday graphics. | Best AI tool for designing a layout |
| Generating images | Midjourney | 96% match | The strongest general pick when the output is a still image. | Best AI tool for generating images |
| Improving SEO | Surfer | 94% match | On-page optimization is the product. | Best AI tool for improving SEO |
| Making a video | Runway | 92% match | Generative shots and video edits, not a slide-to-presenter tool. | Best AI tool for making a video |
| Making game assets | Inworld | 90% match | Runtime characters and dialogue, which is the game-specific job. | Best AI tool for making game assets |
| Making music | Suno | 95% match | You describe a song and get the audio, including vocals. | Best AI tool for making music |
| Researching a question | Perplexity | 96% match | Citation-first answers are the whole product. | Best AI tool for researching a question |
| Taking meeting notes | Otter.ai | 94% match | Transcription and notes are the job. | Best AI tool for taking meeting notes |
| Writing code | Cursor | 96% match | Built to edit a real codebase, which is the job. | Best AI tool for writing code |
| Writing marketing copy | Claude | 88% match | Particularly good at longer drafts and revision notes. | Best AI tool for writing marketing copy |
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