Choosing a cheap AI teacher and task assistant

Start from the searches you repeat each week: a role title, a location, a shortlist that has to be current when you open it. The product is an AI teacher and task assistant, so you can ask it to walk you through a sourcing method, or to run the steps with you while you watch. Either way, the brief you write decides what comes back.

The fact that pushes most recruiters toward a lifetime tier is the brief with options and live prices attached. Instead of guessing which tool or source fits a specialism, you read the options as they stand and pick. That matters when a database you relied on last quarter has gone quiet, because you are choosing again rather than trusting an old habit.

Four modes can be switched mid-session, so a session that starts as a lesson can turn into a demonstration, then into doing the task alongside you. Sessions are recorded with replay, which lets you revisit how a shortlist was built. Finished runs are saved as lessons, so a search you got right becomes something you can repeat for the next vacancy.

Compare the two lifetime tiers by the scope of guided work each covers, not by a count of searches or seats. The lifetime tiers are published on softwareprogrammer.app, so read the tier names there and match them to the depth of teaching and assistance your desk needs. A recruiter working one specialism usually knows quickly which scope fits.

The Certified tier sits above Learner in that published pair. Before you decide, write down the tasks you would hand over in a normal month: mapping a location, drafting an approach, checking a shortlist against a role brief. Then ask which tier covers that list, because the difference is about how much you can rely on the assistant rather than how many times you can open it.

One practical point for a specialist desk: you log in to your own accounts, so the assistant works inside the services you already pay for. That keeps your existing subscriptions useful instead of duplicated. If your sourcing already runs through a particular tool, the higher tier is worth weighing only if it changes what you can do inside that tool.

The objection you raised is stale databases, and it is fair. No assistant fixes a source that has stopped updating. What you can do is treat each search as a fresh brief: ask for options with live prices, read what is current, and let the saved lesson record the method rather than the rows. The method stays valid after the data moves.

A second hesitation is trust in output you did not build. Replay helps here, because you can watch a session back and see the steps taken before you rely on a shortlist. Saved lessons give you the same check on repeat work. Read the brief and the lesson before you act on either, and keep your own judgement on every candidate you put forward.

The last hesitation is about control of access and payment. The product does not enter card or identity details, so those steps stay with you. Keep your own logins and permissions in order before a session starts, and decide in advance which accounts you are willing to let a session work through.

Set the two lifetime tiers next to each other and read them as scope, not as a starter and a separate product. Learner and Certified are the pair published on softwareprogrammer.app, and the prices sit in that table rather than in this guide. Your job is to decide which scope matches the sourcing routine you actually run, week after week.

For a recruiter in a narrow specialism, the test is simple. List the tasks you would want taught, shown or done with you across a month. If the Learner scope covers that list, stop there. If you keep hitting the edge of it, the Certified tier is the one to price, because the extra spend is buying wider guided work rather than more of the same.

Whichever tier you pick, the working pattern is the same. Write the brief, switch modes as the session needs, watch the replay, and keep the finished run as a lesson. That pattern is what makes a cheap tier useful to a specialist desk: the value sits in repetition you no longer have to rebuild from scratch.