Lesson 6. How to Choose and Update Tools#
Why This Matters#
There are hundreds of tools. It's important to choose consciously, not grab everything.
Key Idea#
Selection criteria: entry threshold + price + integrations + stability
Start with simple and free, move to paid as you grow.
Tool Selection Criteria#
1. Entry Threshold
Question: how quickly can you get started?
Low threshold:
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2-minute registration
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intuitive interface
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templates and examples
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free start
Examples: Zapier, Tally, Google Sheets, Telegram
High threshold:
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server setup needed
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complex interface
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training required
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technical skills needed
Examples: n8n (self-hosted), Botpress, custom API
Beginner rule: start with low threshold.
2. Price
Question: how much does it cost and when do you need to pay?
Models:
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free forever (Google Sheets, Telegram)
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freemium: free with limits (Zapier, Airtable)
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paid subscription (from $10–50/month)
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pay-as-you-go: pay for usage (Stripe, WhatsApp API)
Beginner rule: start with free and freemium, move to paid when you see results.
3. Integrations
Question: how easy to connect with other tools?
Good:
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native integrations exist
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Zapier/Make supported
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open API
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documentation and examples
Bad:
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no integrations
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no API
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API complex and undocumented
Rule: choose tools with integrations to easily build connections.
4. Stability and Support
Question: won't the tool shut down in six months?
Good:
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large company or stable startup
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active community
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regular updates
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support
Bad:
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young startup without funding
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hasn't been updated in a long time
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no support
Rule: for critical tasks choose stable platforms.
When to Change a Tool#
Reasons:
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hit free tier limits
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need features that don't exist
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tool is slow or buggy
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more convenient or cheaper option appeared
How to switch:
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test new tool in parallel
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migrate data gradually
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train the team
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don't delete the old one immediately (backup)
How to Track New Tools#
Ways:
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Product Hunt, Indie Hackers subscriptions
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AI communities (Reddit r/artificial, Twitter)
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news newsletters (The Rundown AI, TLDR AI)
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YouTube channels on AI and no-code
Check frequency: review what's new quarterly.
AI Tool Catalogs and Aggregators#
No need to search for tools manually — there are special catalogs where thousands of AI services are already collected, sorted by category, and rated by users.
International Catalogs
| Catalog | What's inside | Link |
|---|---|---|
| Futurepedia | One of the most complete AI tool catalogs with categories (text, video, business, automation) | futurepedia.io |
| There's an AI for That | Find an AI tool for a specific task: enter the task → get a list | theresanaiforthat.com |
| Toolify.ai | Huge database (~27,000 tools), ratings, comparisons | toolify.ai |
| AITopTools | Catalog with thousands of tools, ratings and reviews | aitoptools.com |
| PoweredbyAI | Catalog with ability to compare tools by type | poweredbyai.app |
| BestOfAI | Catalog with filtering by category and task type | bestofai.com |
Russian-Language Catalogs
| Catalog | What's inside | Link |
|---|---|---|
| NeiroAI.ru | Large catalog of neural networks and AI services with task categories | neiroai.ru |
| AILIST.ru | Catalog of Russian and international AI tools | ailist.ru |
| Neiroset.com | Neural network catalog with filters by task (productivity, business, images) | neiroset.com |
How to Use Catalogs
- Define the task: "I need AI for image generation" or "AI for meeting transcription"
- Use filters: by category (text, video, audio), price (free, freemium, paid), industry (marketing, education, development)
- Check ratings: usually there are user scores and reviews
- Verify currency: AI market changes fast, a catalog tool may have changed or shut down
- Try free versions: always test free tier before buying
Tip: Start with There's an AI for That — just describe the task in words and the catalog suggests suitable tools. For Russian-language services use NeiroAI.ru.
Module Practice 3#
Assignment 1: Choose Your AI Assistant#
Try at least 3 AI chats from Lesson 1 (e.g., ChatGPT, Claude, Gemini) and do the same task in each. For example:
- "Write a one-month marketing plan for a coffee shop"
- "Analyze this text and highlight 5 key points"
Compare results and choose "your" main assistant. Record:
| AI chat | Answer quality (1–5) | Speed | Convenience | My choice? |
|---|---|---|---|---|
| ChatGPT | ||||
| Claude | ||||
| Gemini |
Assignment 2: Try NotebookLM#
- Open notebooklm.google.com
- Upload 2–3 documents (PDF, articles, or YouTube videos) on a topic that interests you
- Ask 5 questions and evaluate answer quality
- Try generating an AI podcast
- Record: for which of your tasks will NotebookLM be useful?
Assignment 3: Assemble Your Personal Stack#
Choose a scenario (e.g., "booking agent for a salon") and assemble a stack of 5–8 tools:
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agent platform
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data storage
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communications
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integrations
-
showcase (if needed)
Format:
| Tool | Class | Why | Cost |
|---|---|---|---|
| Zapier | Automation and AI agents | Create agent | Free |
| Google Sheets | Data | Store bookings | Free |
| Telegram | Communications | Communication channel | Free |
| ... | ... | ... | ... |
Assignment 2: Tool Selection Checklist#
Take one tool from your stack and evaluate by criteria:
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Entry threshold: low/medium/high
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Price: free/freemium/paid
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Integrations: yes/no/API
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Stability: startup/mature company
Assignment 3: Assemble Your Personal AI Stack for Life#
Choose 3–5 tools from the "for life" section that are useful to you:
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universal assistant
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search/analysis
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documents/notes
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design (if needed)
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meetings (if needed)
Try each and decide which to keep.
Review Questions#
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Name the "big six" AI companies and their main products.
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What's unique about NotebookLM and how does it differ from a regular chat?
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When is it better to use Perplexity, and when — ChatGPT?
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What is Manus AI and what tasks is it suited for?
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What AI directions (modalities) do you know? Give a tool for each.
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Which AI tools let you create a site without programming?
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What tool classes are needed for earning?
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Why is it important to start with a minimal stack?
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What are the main tool selection criteria?
-
Where to find AI tool catalogs?
Correct answers:
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OpenAI (ChatGPT), Google (Gemini), Anthropic (Claude), xAI (Grok), Chinese (DeepSeek, Qwen, Kimi, etc.), Perplexity
-
NotebookLM answers ONLY based on uploaded documents (minimal hallucinations), creates podcasts, FAQ, summaries. Free.
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Perplexity — for fact-finding with sources (Google replacement). ChatGPT — for content generation, ideas, code.
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Manus AI — autonomous agent that performs complex tasks entirely (research, reports, site creation).
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Text→Text (ChatGPT), Text→Image (Midjourney), Text→Video (Sora), Text→Audio (ElevenLabs), Audio→Text (Whisper), Image→Text (GPT-4o Vision).
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Lovable, v0.dev, Bolt.new, Replit Agent — generate sites and apps from text descriptions.
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Agent builders, automation, data, forms, showcase, payments, communications.
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Faster results, clearer effect, lower costs.
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Entry threshold, price, integrations, stability.
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International: There's an AI for That, Futurepedia, Toolify.ai. Russian: NeiroAI.ru, AILIST.ru, Neiroset.com.
Module Summary#
You've learned:
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AI companies and their ecosystems: OpenAI, Google, Anthropic, xAI, Chinese companies, Perplexity
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three breakthrough products: NotebookLM, Perplexity Browser, Manus AI
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AI directions by modality: text, images, video, audio, code
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AI tools for building apps without code (Lovable, v0.dev, Cursor, Claude Code)
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tool classes for earning with AI agents
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minimal beginner stack (free)
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tools for personal productivity
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selection criteria, AI tool catalogs, and tool switching rules
Next step: Module 4 — creating your first agent in Zapier (hands-on!)