Choose a tool and review how it went

What you will learn

• How to describe your task before you look at any tools
• How to build a shortlist of two or three tools and try them fairly
• What to note about cost, limits and privacy before you rely on a tool
• How to review your choice after a week of real use

The idea

It is easy to choose a tool because it is popular or because someone mentioned it. A more useful starting point is your own task. Write one or two sentences: what you need to do, how often, and what a good result looks like. "Summarise long PDFs for my thesis, a few times a week, with page references" is a task you can test. "Help with studying" is not.

Next, build a shortlist of two or three tools. The tool library lets you browse by task, the comparison page shows differences side by side, and Help me choose asks a few questions and suggests options. Two or three is enough. With more, you will not have time to try each one properly.

Then try the same task in each tool, with the same prompt and the same material. Use something real but not sensitive. As you go, note how good each answer was, how much you had to fix, and anything that got in the way.

Look at the practical details too. Features often depend on the plan, the free or paid tier you are on, and sometimes on your region. Note any usage limits you hit, and read the tool's privacy settings, the options that control whether your chats are stored or used for training. These details change, so check them on the tool's own pages and write down the date you checked. Products, models and plans explains these terms. Finally, review after a week. A tool that felt right on day one may be awkward by day five.

Example

Jun is a teacher who wants help drafting weekly updates to parents. He writes his task first: "Draft a short weekly update to parents from my bullet notes, in plain language, under 200 words." He uses the tool library and the comparison page to pick two tools, and runs the same prompt and notes, with student names removed, in both:

Turn these notes into a weekly update for parents. Plain language, under 200 words,
warm but brief. Do not add events that are not in the notes.

Notes:
[this week's notes, no student names]

Tool A's draft is closer to his tone. Tool B adds a school trip that was not in his notes. For each tool he writes down the plan he used and what the privacy settings say about storing chats. He chooses Tool A and, after a week of real use, writes a short review:

Task: weekly parent update. Tool: A.
Worked: tone and length. Needed fixing: two wrong dates.
Limits hit: none. Privacy settings: checked on day 1.
Decision: keep for now, review again in a month.

Practice now

1. Write your task in one or two sentences: what, how often, and what a good result looks like.
2. Use the tool library, the comparison page or Help me choose to pick two or three tools.
3. Run the same prompt with the same non-sensitive material in each tool.
4. For each tool, note answer quality, how much you had to fix, the plan you used, any limits you hit, and what the privacy settings say.
5. Use your first choice for a week, then write a short review like Jun's.

At the end you should have a short comparison of two or three tools and a one-week review of the one you chose.

Copy this template

I want to choose an AI tool for this task: [task in one or two sentences].
I will do it about [how often]. A good result means: [what good looks like].
Things I must avoid: [for example, sharing student names, spending more than my budget].

Help me plan a fair test:
1. Write one test prompt I can run in every tool, using only non-sensitive sample material.
2. List 4-6 things I should score each answer on.
3. List the practical questions I should check on each tool's own pages: plan and price, usage limits, privacy settings and data storage.

Do not recommend specific tools or state facts about them. Mark anything you are unsure about.

Asking AI to flag uncertainty does not make its answer correct. Keep checking the parts that matter.

Check the output

• Did you test each tool with exactly the same prompt and material?
• Did you judge results against your written task, not on first impressions?
• Did you check plan, limits and privacy settings on each tool's own pages, and note the date?
• Was your test material free of personal or company data?
• Does your one-week review say what worked, what needed fixing, and what you decided?

Common mistakes

• Choosing before defining the task. You end up judging tools on things you do not need. Write the task first.
• Testing too many tools. You will only skim each one. Two or three is enough for a fair test.
• Comparing with different prompts. Then you are testing your prompts, not the tools. Keep the input identical.
• Ignoring plans and privacy settings. A feature you liked may need a different plan, and default settings may store your chats. Check before you rely on the tool.
• Never reviewing. Habits stick even when a tool is not helping. Set a reminder to review after a week.