How we pick AI tools for job seekers
We read each tool's own pricing page, help center and product pages on November 8, 2026, and kept only what those pages say. We pick one tool per stage of the search by what its own pages show it does, what it costs, and what it leaves out. We did not test the tools hands-on.
What did we read for each tool?
For every tool: the homepage, the pricing page, and the help-center or product pages that describe what it submits, what it costs, and what it refuses to refund. Where a pricing page did not show prices to us, we used the price the same company states in its own help center or FAQ, and the card links that page. Each card names its sources and the date we read them.
How does a tool earn the pick?
- It does the job of that stage directly, not as a side feature.
- Its price is published on its own site. A free plan that is useful on its own counts in its favor.
- Its limits are stated: caps, refund terms, browsers, regions.
- For applying, it says plainly whether it fills in the form or submits it, and whether you can review first.
Picks are judgments from those pages, not scores. Where two tools are close, the cheaper one with the clearer terms wins.
Did we test the tools?
No. We did not run hands-on tests, create accounts to measure results, survey users, interview anyone, or collect reviews. We make no claim about interview or offer rates for any tool, including Dreamwork. When a fact was not on a tool's own pages, it is not here.
How is Dreamwork handled?
Dreamwork (dreamworkhq.com) publishes Provisions. Its facts come only from a single list of product facts the company keeps, not from our own reading, and its limits appear on its cards the same way as everyone else's. Dreamwork takes the pick for applying and for an all-in-one tech search. Other tools take the picks for finding roles, tailoring, cover letters, tracking, interviews and negotiation.
What did we leave out, and why?
- Google Interview Warmup. Its page on grow.google now redirects to a general interview-tips article, so we could not confirm it is still offered.
- Glassdoor salaries. Its pages refused our requests, so we used Payscale for free salary data.
- Jobright's paid price. The Pricing link on its homepage goes to employer pricing, and we found no price for job seekers on a page we could read. We list it as free with daily limits.
- AIApply's Auto Apply price. AIApply says Auto Apply is sold in credit packs sized by volume, but no pack price appears on a page we could read without an account. We list the Toolkit price and mark Auto Apply as sold separately.
- Exponent is listed under its new name, Aced, which its site now uses.
What has changed?
- : First edition: 43 entries for 22 tools across 7 stages, from 52 source pages.