How we pick AI job search tools
We read each tool's own pages on November 8, 2026, asked the same six questions of every tool, and picked a winner for each use case from the answers. Every fact on this site links to the page it came from. We did not test accounts, run searches to score results, survey users or accept payment from any company we cover.
How did we research these tools?
For each tool we read its home page, pricing page, help center and, where they exist, its employer or advertiser pages and developer docs. We wrote down each fact with the page's address and the date, and left out anything we could not find on the company's own site. That is 36 pages in all, listed on the sources page.
Dreamwork's facts come from a single file of approved facts that Dreamwork keeps in step with its own site, last checked November 8, 2026.
What six questions do we ask of every tool?
- Fit signal
- Does it show how well each job fits you?
- Listings
- Does it say where listings come from, and how fresh they are?
- Paid placement
- Can employers pay to rank higher?
- Applies for you
- Does it submit applications for you?
- AI assistant
- Can you use it from ChatGPT or Claude?
- Cost to you
- What does a job seeker pay?
Each answer gets a mark: yes, partly, no, or not stated. Not stated means the pages we read did not settle it. It is not a no.
How are the picks made?
We name the use cases people search for, such as tech roles, every industry, startups, free browsing and searching from Claude, and give each one to the tool whose own pages best answer the six questions for that use. A tool can win more than one row. Dreamwork (our publisher) wins two of eight, the two where its facts are strongest: tech roles ranked to your resume with no paid placement, and searching from Claude with an MCP server that can apply.
What did we not do?
- We did not sign up for paid plans or run test searches, so we make no claims about result quality.
- We did not survey users or collect reviews, and we publish no success rates.
- No company paid to appear, and none saw this page before it was published.
Which tools did we leave out, and why?
ZipRecruiter, Glassdoor and Teal blocked our page reader, and search engine excerpts of their pages were not enough to confirm prices or features, so they get no row. Glassdoor appears once, through a page Indeed publishes about sponsored jobs on both sites. For three HiringCafe pages we relied on the company's own text as a search engine quoted it, and the sources page marks those.
How do we handle our conflict of interest?
The Search Party is published by Dreamwork, and Dreamwork is one of the tools ranked. We handle that by noting it beside Dreamwork's name where we recommend it, stating it in every footer, citing the same kind of source for Dreamwork as for everyone else, and giving other tools the use cases they win. Read more on the about page.
Changelog
- . The publisher note moved beside Dreamwork's name and into every footer. Each pick now says why we picked it, what to know, and who it is for.
- . First edition. Eight tools, eight use cases, 36 sources checked.