Stitch vs Gem

Gem and Stitch both promise to make hiring faster, but they work at different layers of the problem. Gem is an all-in-one recruiting suite: a CRM and outreach engine at its core, now with AI sourcing agents and interview scheduling, built to give your recruiters a faster, more organized workflow. Stitch is a custom recruiting model that does the recruiting itself, from finding candidates to booking the interview.

The distinction matters. A suite like this makes the people running your hiring more efficient. It still assumes there are people running it. Stitch is built for teams that would rather not run it at all.

The short version

• The work. Gem speeds up the recruiters you have. Stitch does the sourcing, outreach, and booking itself, so your team spends its time on judgment rather than the grind.
• Sourcing. Gem gives your team sourcing tools and an AI agent over a pre-built database, and keeps your recruiters in the driver's seat. Stitch decides who to pursue and finds them live across the internet.
• Scoring. Gem ranks candidates with a basic match score and CRM stages. Stitch scores every profile with a model trained on your company's own hiring decisions.
• Outreach. Gem sends the sequences your team writes and manages. Stitch writes and sends from your accounts, then books the interview on your calendar.

At a glance

How each one actually works

Gem organizes and automates the outreach your recruiters already run: a pipeline to work, sequences to send, and dashboards to read. Stitch trains a model of your company and keeps it at the center of the whole loop: learning who you are, searching the world live, and reaching out, with every result feeding back in.

A faster team, or the work done for you

A recruiting suite like Gem is a tool for a recruiter. It assumes someone decides which candidates to pursue, approves the messages, works the pipeline, and reads the analytics. Gem makes all of that faster and more organized, and for a team that already has recruiters, that has its place.

Stitch removes the assumption. There is no pipeline for you to work, because Stitch sources, scores, writes, and books. You review the interviews that land on your calendar. For a lean team, that can mean hiring before you staff a recruiting function. For a larger one, it means your recruiters work booked interviews instead of running sourcing.

Because Stitch already knows your company, its culture and the people who do great work there, you are not handing over a brief and configuring a search from scratch each time. It asks only what it needs to fill the gaps, then does the work itself. For a hiring team the win is not only a stronger shortlist, it is the hours you get back.

Sourcing: live search vs your existing pipeline

Gem works across the candidates already in your pipeline and net-new profiles its AI sourcing agent surfaces from a pre-built database. It organizes and automates outreach to that set. But the set is assembled from a fixed database for your team to work, and your recruiters still steer it.

Stitch builds the set for you. For each role, it decides who it should be looking for, then deploys the Stitch Swarm: thousands of autonomous agents that go out across the live internet and gather candidate data the way a person would, in real time. It is not limited to who is already in your pipeline or to any single source, so it surfaces strong candidates who have never heard of you and are not looking. And it gathers a fuller, multi-source picture of each person rather than a single pre-built record.

Scoring: a model for your company vs match scores

Gem ranks candidates with a basic match score and lets your team move them through stages, tag them, and filter by attributes. The scores draw on your CRM and ATS history, and the final judgment stays with your team.

Stitch makes the judgment with a model trained on your company. It scores every profile against your roles and your past decisions and surfaces only the top 0.1% for your role. The scoring engine was built by our founding team, ML engineers from Microsoft and Google with 17 AI patents between them. It is not a stage in a pipeline. It is a model of what great looks like at your company.

This matters more than it looks. On a single role Stitch considers around 200,000 candidates, far more than any team could work through by hand, and only the candidates near the top of the ranking ever get contacted. So a small difference in scoring quality is the difference between a great candidate getting an interview and never being contacted at all. That is why the score has to be right.

Outreach: automated sequences vs done for you

Both tools send outreach from your team's own accounts, and both care about reply rates. The difference is who decides what to send and to whom. Gem automates the sequences your team designs. Stitch writes the messages itself, from a template you approve, sends them from your accounts, and books the interview when a candidate is interested.

Because the outreach comes from a real, senior person at your company, the kind of note a founder or department head would send, rather than a faceless agency recruiter, the people Stitch reaches reply. And because each candidate is scored against your bar, the interviews it books are high quality: customers accept around 90% of them. Most teams see their first interview within hours of going live.

It gets better with every interaction

Gem's AI match scores improve as it draws on more of your CRM and ATS history, and its dashboards tell you what happened. Stitch goes further: it trains a dedicated model on your company's own hiring decisions. Every scoring review, every declined meeting, every interview transcript, and every piece of post-interview feedback trains your custom model on what great actually looks like for you. The model is sharper after your hundredth decision than it was after your first, and it is yours alone.

And it does not stop at the booking. Stitch helps your team prepare for each interview, supports you live as it happens, and helps with the decision afterward. Every interview signal then feeds back into your model, so the next role is sharper than the last.

So which should you choose?

If you have a recruiting team and want to make it faster, more organized, and more measurable, Gem is an all-in-one recruiting suite built for that job.

If you want top candidates booked on your calendar without building a recruiting function to run the pipeline, that is what Stitch was built to do. It does not make your outreach faster. It does the outreach.

You can start a 14-day trial and see real candidates on your calendar before you decide. Most customers only pay on a successful hire.

FAQ

Is Stitch a recruiting CRM like Gem? No, but it has one. Stitch does the recruiting itself: it finds, scores, writes, and books. It also has its own AI-native CRM built in, so your whole pipeline lives in Stitch and keeps itself up to date instead of being something you manage by hand. And when you want candidates in your existing stack, Stitch pushes them to your ATS, with a deep native Ashby integration plus popular systems like Greenhouse, Lever, and Workday, and more.

Does Stitch replace my recruiters? Stitch does the sourcing-to-booking work an internal recruiter would. Some lean teams use it instead of hiring for that, but most run it alongside their recruiters: it takes the repetitive sourcing and outreach off their plate so they spend their time on the higher-value work only people can do, like building relationships with candidates, partnering with hiring managers, and closing offers. Each recruiter ends up covering far more roles without dropping the bar.

Can Stitch send outreach from our own accounts like Gem? Yes. Stitch reaches out from your team's own accounts, which is most of why the people it reaches actually reply.