Module 03Lesson 6

Lesson 6. How to Choose and Update Tools

Theory

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:

  • 2-minute registration

  • intuitive interface

  • templates and examples

  • free start

Examples: Zapier, Tally, Google Sheets, Telegram

High threshold:

  • server setup needed

  • complex interface

  • training required

  • 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:

  • free forever (Google Sheets, Telegram)

  • freemium: free with limits (Zapier, Airtable)

  • paid subscription (from $10–50/month)

  • 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:

  • native integrations exist

  • Zapier/Make supported

  • open API

  • documentation and examples

Bad:

  • no integrations

  • no API

  • 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:

  • large company or stable startup

  • active community

  • regular updates

  • support

Bad:

  • young startup without funding

  • hasn't been updated in a long time

  • no support

Rule: for critical tasks choose stable platforms.

When to Change a Tool#

Reasons:

  • hit free tier limits

  • need features that don't exist

  • tool is slow or buggy

  • more convenient or cheaper option appeared

How to switch:

  • test new tool in parallel

  • migrate data gradually

  • train the team

  • don't delete the old one immediately (backup)

How to Track New Tools#

Ways:

  • Product Hunt, Indie Hackers subscriptions

  • AI communities (Reddit r/artificial, Twitter)

  • news newsletters (The Rundown AI, TLDR AI)

  • 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

CatalogWhat's insideLink
FuturepediaOne of the most complete AI tool catalogs with categories (text, video, business, automation)futurepedia.io
There's an AI for ThatFind an AI tool for a specific task: enter the task → get a listtheresanaiforthat.com
Toolify.aiHuge database (~27,000 tools), ratings, comparisonstoolify.ai
AITopToolsCatalog with thousands of tools, ratings and reviewsaitoptools.com
PoweredbyAICatalog with ability to compare tools by typepoweredbyai.app
BestOfAICatalog with filtering by category and task typebestofai.com

Russian-Language Catalogs

CatalogWhat's insideLink
NeiroAI.ruLarge catalog of neural networks and AI services with task categoriesneiroai.ru
AILIST.ruCatalog of Russian and international AI toolsailist.ru
Neiroset.comNeural network catalog with filters by task (productivity, business, images)neiroset.com

How to Use Catalogs

  1. Define the task: "I need AI for image generation" or "AI for meeting transcription"
  2. Use filters: by category (text, video, audio), price (free, freemium, paid), industry (marketing, education, development)
  3. Check ratings: usually there are user scores and reviews
  4. Verify currency: AI market changes fast, a catalog tool may have changed or shut down
  5. 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 chatAnswer quality (1–5)SpeedConvenienceMy choice?
ChatGPT
Claude
Gemini

Assignment 2: Try NotebookLM#

  1. Open notebooklm.google.com
  2. Upload 2–3 documents (PDF, articles, or YouTube videos) on a topic that interests you
  3. Ask 5 questions and evaluate answer quality
  4. Try generating an AI podcast
  5. 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:

  • agent platform

  • data storage

  • communications

  • integrations

  • showcase (if needed)

Format:

ToolClassWhyCost
ZapierAutomation and AI agentsCreate agentFree
Google SheetsDataStore bookingsFree
TelegramCommunicationsCommunication channelFree
............

Assignment 2: Tool Selection Checklist#

Take one tool from your stack and evaluate by criteria:

  • Entry threshold: low/medium/high

  • Price: free/freemium/paid

  • Integrations: yes/no/API

  • 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:

  • universal assistant

  • search/analysis

  • documents/notes

  • design (if needed)

  • meetings (if needed)

Try each and decide which to keep.


Review Questions#

  1. Name the "big six" AI companies and their main products.

  2. What's unique about NotebookLM and how does it differ from a regular chat?

  3. When is it better to use Perplexity, and when — ChatGPT?

  4. What is Manus AI and what tasks is it suited for?

  5. What AI directions (modalities) do you know? Give a tool for each.

  6. Which AI tools let you create a site without programming?

  7. What tool classes are needed for earning?

  8. Why is it important to start with a minimal stack?

  9. What are the main tool selection criteria?

  10. Where to find AI tool catalogs?

Correct answers:

  1. OpenAI (ChatGPT), Google (Gemini), Anthropic (Claude), xAI (Grok), Chinese (DeepSeek, Qwen, Kimi, etc.), Perplexity

  2. NotebookLM answers ONLY based on uploaded documents (minimal hallucinations), creates podcasts, FAQ, summaries. Free.

  3. Perplexity — for fact-finding with sources (Google replacement). ChatGPT — for content generation, ideas, code.

  4. Manus AI — autonomous agent that performs complex tasks entirely (research, reports, site creation).

  5. Text→Text (ChatGPT), Text→Image (Midjourney), Text→Video (Sora), Text→Audio (ElevenLabs), Audio→Text (Whisper), Image→Text (GPT-4o Vision).

  6. Lovable, v0.dev, Bolt.new, Replit Agent — generate sites and apps from text descriptions.

  7. Agent builders, automation, data, forms, showcase, payments, communications.

  8. Faster results, clearer effect, lower costs.

  9. Entry threshold, price, integrations, stability.

  10. International: There's an AI for That, Futurepedia, Toolify.ai. Russian: NeiroAI.ru, AILIST.ru, Neiroset.com.


Module Summary#

You've learned:

  • AI companies and their ecosystems: OpenAI, Google, Anthropic, xAI, Chinese companies, Perplexity

  • three breakthrough products: NotebookLM, Perplexity Browser, Manus AI

  • AI directions by modality: text, images, video, audio, code

  • AI tools for building apps without code (Lovable, v0.dev, Cursor, Claude Code)

  • tool classes for earning with AI agents

  • minimal beginner stack (free)

  • tools for personal productivity

  • selection criteria, AI tool catalogs, and tool switching rules

Next step: Module 4 — creating your first agent in Zapier (hands-on!)


Test Your Knowledge#

Quiz: Platform and Tool Selection#

Interactive Platform Selection Helper#


Materials for the Site#

Knowledge Check: AI Companies, Tools, and ModalitiesQuestion 1 of 8

Which AI chat is best for working with long documents (500+ pages)?

Cheat Sheet: AI Companies, Tools, and Selection1 / 12
Known: 0 (0%)
Question

OpenAI (ChatGPT) — when to use?

👆 Click to flip

Answer

Generalist for texts, code, ideas, images. Best ecosystem, Custom GPTs. Free (GPT-4o mini), $20/month Plus, $200/month Pro.

👆 Click to flip back