Key takeaways

• Five AI tools that each solve one specific problem for non-developers
• Two of them, an assistant and a research engine, cover most needs for about $40 a month
• The value is in knowing which tool to use for which job, and starting with one

The market for AI tools now counts hundreds of products, each promising to change how you work. Most people do not need most of them. This article picks five that solve a concrete problem for people who do not write code, and says for each one what it is good at, what it costs today, and where it falls short.

The criteria for inclusion: it solves a problem you would otherwise solve by hand or with several tools, it is useful week after week rather than once, and its price is easy to justify by the time it saves.

1. Claude (Anthropic) for writing, reasoning and reading long documents

What it is: an AI assistant made by Anthropic, available on the web (claude.ai), as apps for iOS and Android, and through an API.

What it is good for:
– Editing long texts for clarity and tone
– Thinking through problems where several factors interact
– Reading long PDFs (contracts, research papers, financial reports) and pulling out the key points
– Reviewing and explaining code, if you ever need to
– Translating with attention to register

Web search: Claude can search the web and cite its sources; Anthropic made web search available on all plans in May 2025.

Pricing: a free plan with usage limits; Pro at $20 a month (or $17 a month if you pay for a year up front); Max from $100 a month for heavy use.

Limitations: Claude does not generate images on its own. For very recent events, check that the answer used web search and look at the sources.

2. Perplexity for research with citations

What it is: a search engine that uses AI to write answers from current web sources, with citations to its sources.

What it is good for:
– Research questions where sources matter (“what is the current EU rule on X”)
– Checking a claim you read somewhere else
– Finding a tool or a service when you do not know its name
– Any search where you want an answer you can check, rather than a list of links

Why Perplexity specifically: the citations. Claims link to pages you can open, which is the most practical defense against an AI that invents things: you can see whether the source actually says what the answer says.

Pricing: a free plan with a limited number of advanced searches; Pro at $20 a month or $200 a year; Max at $200 a month.

Limitations: for regular use the free plan runs out quickly. It is strongest on factual questions and weaker on opinion or creative work.

3. Raycast for AI inside any app on your Mac

What it is: Raycast is a productivity launcher for macOS. Its paid plans add AI commands that work on any text, in any app.

What it is good for:
– Translating highlighted text in any app without opening another one
– Summarizing a long email in a few bullet points
– Making a casual text more formal, or the opposite
– Fixing grammar in any text field
– Rewriting a sentence for clarity

Why Raycast specifically: you do not leave what you are doing. Instead of opening a chatbot, pasting, copying and pasting back, you highlight the text, call the command, and the result replaces the selection.

Pricing: a free version; Pro at $10 a month, which since September 2026 includes AI with 500 monthly credits; Pro+ at $20 a month with 3,000 credits; Max at $50 a month. Raycast moved to credit-based AI pricing on September 10, 2026.

Limitations: Raycast is built for the Mac; check its site for other platforms before you count on it. Credits run out, and heavy use needs a higher plan.

4. Notion AI for your own notes and documents

What it is: AI features built into Notion, the workspace for documents and databases.

What it is good for:
– Asking questions about your own notes (“summarize what I wrote about X”)
– Drafting recurring documents (weekly reviews, project briefs) from your templates
– Translating Notion pages
– Filling repetitive database fields

Why Notion AI specifically: it works on your knowledge base, not on generic internet knowledge. When you ask what you thought about something last month, it looks in your notes.

Pricing: this changed in 2025. The separate AI add-on is no longer sold to new Free and Plus customers: full Notion AI now comes with the Business plan, at $20 per user per month billed yearly ($24 billed monthly). Free and Plus include only a limited trial of the AI.

Limitations: it is only worth it if you already keep serious amounts of work in Notion. With little content there, it adds little.

5. ChatGPT (OpenAI) for images, voice and files

What it is: OpenAI’s assistant, with text, image, voice and file features in the same app.

What it is good for:
– Generating images (for example, a header for a blog post)
– Voice conversations
– Analyzing files you upload, such as a spreadsheet or a PDF
– Custom GPTs for tasks you repeat

Why ChatGPT specifically: it handles many kinds of input in one conversation. You can drop a PDF, an image, a spreadsheet and a screenshot into the same chat and work on all of them.

Pricing: a free plan with limits; Go at about $8 a month; Plus at $20 a month; Pro at $100 or $200 a month for much higher usage; Business and Enterprise plans for teams.

Limitations: features and limits differ a lot between plans, and the models change often. Check what your plan includes before you rely on a feature.

Tools you may not need

• Generic AI writing tools sold as separate subscriptions: for most people, a general assistant like Claude or ChatGPT does the same job.
• A separate image generator, if your images are simple blog headers: the one inside ChatGPT may be enough. For art, dedicated tools remain stronger.
• Running AI models on your own computer: interesting, but for most everyday uses slower and more work than the cloud services.

What the five cost together

At today’s prices, paying monthly:
– Claude Pro: $20
– Perplexity Pro: $20
– Raycast Pro: $10
– Notion Business (for Notion AI): $24 per user billed monthly, or $20 billed yearly
– ChatGPT Plus: $20

Total: about $90 to $94 a month.

That is a lot. Ways to spend less:
– Skip ChatGPT Plus if you do not need images or voice
– Skip Notion if you do not already work in it
– Keep only Claude and Perplexity: $40 a month, the smallest set we would recommend

How to start

If you do not pay for any AI tool yet:
1. Start with one assistant, Claude Pro or ChatGPT Plus ($20 a month). Use it every day for two weeks.
2. Add Perplexity Pro ($40 a month in total) if you do a lot of research.
3. On a Mac, add Raycast Pro ($50 a month in total) to use AI inside every app.
4. Add anything else only for a specific gap in your work.

Do not buy all five on day one. Start with one, make it part of your day, then add the next. A large stack you switch between all day is easy to pay for and hard to use well.

The principle: pick the tool that solves your most pressing problem, learn it well, then move on.

That is the From Noob to Ninja path in AI tools.

Sources

Prices checked on October 3, 2026. They change often: check the official page before you subscribe.
– Anthropic, Claude plans: https://claude.com/pricing ; web search on all plans, May 2025: https://claude.com/blog/web-search
– Perplexity plans: https://www.perplexity.ai/pro
– Raycast, “Why we’re changing how Raycast AI is priced”, September 10, 2026: https://www.raycast.com/blog/changing-how-raycast-ai-is-priced
– Notion pricing: https://www.notion.com/pricing
– OpenAI, ChatGPT plans: https://chatgpt.com/pricing