Sorce
Sorce shows users a swipeable feed of job listings and, when a user swipes right, deploys an AI agent to navigate to the employer’s career page, fill out the application form, generate a tailored cover letter, and submit it automatically.
Swipe right on a job, and let an AI agent handle the application form while you move on to the next one.
Sorce is a mobile-first job search app founded in San Francisco in August 2024 by Daniel Ajayi, David Alade, and Oluwapelumi Dada, and backed by Y Combinator. The product is explicitly marketed as “Tinder for jobs” — borrowing the swipe interaction that consumer dating apps made familiar and applying it to job discovery, with the goal of removing the friction and decision fatigue that makes traditional job hunting exhausting.
After uploading a resume and setting preferences, users are shown a swipeable feed of matched job listings. Swiping right on a role triggers Sorce’s AI agent, which navigates directly to the employer’s career page, fills out the application form using the candidate’s saved profile data, generates a tailored cover letter, and submits the application — all within seconds, without the user retyping the same information across dozens of company portals.
Sorce reports over 50 million swipes and says it helps generate hundreds of interviews per day at companies including SpaceX, Amazon, Robinhood, Walmart, Pinterest, Vercel, Figma, and OpenAI. The app uses a freemium model: a limited free tier of around 5 swipes per day, with unlimited swipes available through a weekly pass (\~$14.99), a monthly pass (\~$39.99), or purchasable credit packs.
Apps are frequently updated and may change over time. While we aim to keep our reviews accurate and up to date, some information may become outdated or no longer reflect the current version.
Disclaimer ▽ (click open)
How to Use
Setting up Sorce starts with creating a Sorce Passport — a profile hub built by uploading a resume and answering a short set of questions about target roles, locations, and preferences. The company says this setup takes under five minutes. Once complete, the app generates a personalised feed of job cards, each showing the role title, company, location, salary range where available, and key requirements.
Browsing the feed works exactly like a dating app: swipe left to pass on a role, swipe right to apply. A right swipe immediately hands the role to Sorce’s AI agent, which visits the employer’s actual career page (not a Sorce-hosted form) and submits an application using the candidate’s saved profile data. The agent also generates a tailored cover letter for the specific role, a feature that was added after the original launch to improve how applications score against applicant tracking systems.
The application tracker shows real-time status updates for every submitted application, including whether the AI agent successfully completed the submission. If a “swype” fails — meaning the AI agent could not complete the application — Sorce says it automatically reimburses the credit used. Users can review submitted applications from the tracker, and referral bonuses are available for inviting other users, which grant additional free swipes.
Strongest Points:
✓ The swipe-to-apply mechanic genuinely eliminates the repetitive form-filling that makes applying to dozens of jobs across different company sites exhausting and time-consuming
✓ Applications are submitted directly on the employer’s actual career page rather than through a third-party portal, keeping the application visible to the same hiring systems recruiters already use
✓ Tailored cover letter generation for each application adds a layer of personalisation that purely automated bulk-apply tools typically skip
✓ Genuinely well-designed, intuitive interface that feels like a modern consumer app rather than a traditional clunky job board
✓ Automatic credit reimbursement for failed application submissions reduces the financial risk of paying for swipes that don’t actually go through
Weaker Points:
✕ Users do not see the final submitted application before it goes out, meaning the AI may fill fields incompletely or inaccurately without the candidate’s awareness
✕ Location and other filters have been reported as unreliable by users, with the feed sometimes surfacing roles that do not match stated preferences
✕ The candidate pool is limited to roles employers have specifically chosen to publish on Sorce — it does not crawl the open web or apply to listings outside the platform
✕ At around $15 per week or $40 per month for unlimited swipes, pricing is on the higher end compared to similar auto-apply tools in the category
✕ The free tier of around 5 swipes per day is enough to test the app but not sufficient to run a real, high-volume job search
How to Use
Setting up Sorce starts with creating a Sorce Passport — a profile hub built by uploading a resume and answering a short set of questions about target roles, locations, and preferences. The company says this setup takes under five minutes. Once complete, the app generates a personalised feed of job cards, each showing the role title, company, location, salary range where available, and key requirements.
Browsing the feed works exactly like a dating app: swipe left to pass on a role, swipe right to apply. A right swipe immediately hands the role to Sorce’s AI agent, which visits the employer’s actual career page (not a Sorce-hosted form) and submits an application using the candidate’s saved profile data. The agent also generates a tailored cover letter for the specific role, a feature that was added after the original launch to improve how applications score against applicant tracking systems.
The application tracker shows real-time status updates for every submitted application, including whether the AI agent successfully completed the submission. If a “swype” fails — meaning the AI agent could not complete the application — Sorce says it automatically reimburses the credit used. Users can review submitted applications from the tracker, and referral bonuses are available for inviting other users, which grant additional free swipes.
Strongest Points:
✓ The swipe-to-apply mechanic genuinely eliminates the repetitive form-filling that makes applying to dozens of jobs across different company sites exhausting and time-consuming
✓ Applications are submitted directly on the employer’s actual career page rather than through a third-party portal, keeping the application visible to the same hiring systems recruiters already use
✓ Tailored cover letter generation for each application adds a layer of personalisation that purely automated bulk-apply tools typically skip
✓ Genuinely well-designed, intuitive interface that feels like a modern consumer app rather than a traditional clunky job board
✓ Automatic credit reimbursement for failed application submissions reduces the financial risk of paying for swipes that don’t actually go through
Weaker Points:
✕ Users do not see the final submitted application before it goes out, meaning the AI may fill fields incompletely or inaccurately without the candidate’s awareness
✕ Location and other filters have been reported as unreliable by users, with the feed sometimes surfacing roles that do not match stated preferences
✕ The candidate pool is limited to roles employers have specifically chosen to publish on Sorce — it does not crawl the open web or apply to listings outside the platform
✕ At around $15 per week or $40 per month for unlimited swipes, pricing is on the higher end compared to similar auto-apply tools in the category
✕ The free tier of around 5 swipes per day is enough to test the app but not sufficient to run a real, high-volume job search
Use it For:
📱 Job seekers who want to dramatically increase application volume without spending hours retyping the same details on dozens of company career pages
🎓 Students and recent graduates applying broadly across entry-level roles and internships who benefit from speed over deep individual research per application
⚡ Active job seekers comfortable trusting an AI agent to complete forms autonomously, in exchange for significant time savings over manual applications
📲 Younger, tech-native users who are already comfortable with swipe-based interfaces and want job discovery to feel familiar rather than like a traditional job board
🔁 Candidates running a high-volume application strategy who want a structured tracker showing exactly where and when each application went out
App Usable on:
Phone
Tablet
PC
TV
Applications and Features
Sorce’s defining feature is its swipe-to-apply AI agent. Unlike traditional job boards that redirect candidates to an external application page and leave the rest of the process to the user, Sorce’s agent completes the entire submission autonomously: navigating to the employer’s career site, populating form fields from the candidate’s saved profile, and submitting on their behalf. This is a meaningfully different model from job aggregators, which only help with discovery, not completion.
The Sorce Passport functions as the candidate’s central profile, storing resume data, preferences, and credentials used across applications. Smart Matching uses the profile to surface roles aligned with the user’s stated experience and target criteria in the swipeable feed. Tailored cover letter generation produces a unique letter per application rather than reusing a single generic template, a feature added after launch in response to user feedback about application quality.
The application tracker gives real-time visibility into submission status for every swipe, including whether the AI agent completed the application successfully. Credit-based pricing underpins the paid tiers, with failed submissions automatically reimbursed. Referral bonuses grant additional free swipes for inviting other users to the platform. The app is available natively on iOS, Android, and web, all syncing to the same Passport profile.
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App Summary
Sorce’s core pitch — turning the most tedious part of job hunting into a single swipe — is genuinely compelling, and the interface delivers on that promise in a way that feels more like a modern consumer app than a traditional job board. The fact that applications go directly to the employer’s real career page, rather than a third-party intermediary, is an important structural choice that keeps Sorce closer to how recruiters actually receive candidates.
The trade-off is trust. Because the AI agent submits applications without showing the user the final form before it goes out, candidates are relying on the system to fill fields accurately — and user reviews suggest this does not always happen cleanly, particularly for complex or highly customised application forms. Resume tailoring per application was a meaningful recent addition that addresses one of the product’s earlier weaknesses.
As an early-stage, Y Combinator-backed product, Sorce is still maturing. For job seekers prioritising application volume and speed who are comfortable with some quality-control risk, it is a genuinely useful accelerant. For roles requiring carefully considered, highly tailored applications, manual review of what the AI submits remains worthwhile.
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Sorce offers a free tier with around 5 swipes per day, enough to evaluate the app but not to run a full job search. Unlimited swipes are available through a one-week pass at $14.99 or a monthly pass at $39.99. Credit packs are also sold separately (for example, 100 credits for $9.99) for users who prefer a pay-as-you-go model. Pricing places Sorce on the higher end compared to similar auto-apply tools, and referral bonuses can be earned for additional free swipes.
Learning Difficulty:
The swipe interface is immediately familiar to anyone who has used a dating app, and the under-five-minute Passport setup means new users can begin browsing and applying to jobs almost instantly without any learning curve.
Required Skill Sets:
Educational Content:
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Questions & Answers: ⮛ (click to open)
How does Sorce’s AI agent actually apply to jobs?
When a user swipes right on a job card, Sorce’s AI agent navigates directly to the employer’s career page — not a Sorce-hosted form — and fills out the application using the candidate’s saved profile data from their Sorce Passport. It generates a tailored cover letter for the role and submits the application automatically, typically within seconds, without the user manually completing the form.
Can users see the application before it is submitted?
No, not before submission. Sorce’s model is designed for speed, and the AI agent completes and submits the form autonomously once a user swipes right. This means there is no review step before the application goes out, which some users have flagged as a trust and quality-control concern, particularly for complex application forms with custom questions.
Is Sorce free to use?
Sorce has a free tier offering around 5 swipes per day, enough to test the concept but not enough for a serious job search. Unlimited swipes require a paid pass — around $14.99 per week or $39.99 per month — or the purchase of credit packs. Referral bonuses can provide additional free swipes for users who invite others to the platform.
Does Sorce work for any job listed online, or only specific roles?
Sorce only shows roles that employers have specifically chosen to publish on the Sorce platform — it does not crawl the open web or apply to job listings outside of what is in its system. This means the opportunity pool is narrower than the full job market, though Sorce reports listings from a wide range of companies including major tech firms and startups.
Good to Knows: ⮛ (click to open)
• Sorce is backed by Y Combinator and was founded by three college students — Daniel Ajayi (MIT), David Alade (Northeastern), and Oluwapelumi Dada — giving it credible startup backing despite being a relatively young product launched in 2024.
• Resume tailoring per application was not part of the original product — the early version submitted an uploaded resume as-is without customisation, which can score lower with applicant tracking systems looking for keyword matches.
• Sorce reports it automatically reimburses credits for any “swype” that fails to complete successfully, which is worth confirming directly in the app’s current terms before relying on paid credits heavily.
Takeaways: ⮛ (click to open)
• Sorce is genuinely effective at increasing application volume by removing the repetitive form-filling burden, with a well-designed swipe interface that makes high-volume job hunting feel manageable.
• The trade-off for speed is reduced visibility — users do not see the final application before submission, so quality control depends entirely on trusting the AI agent to fill forms accurately.
• As an early-stage product, mixed reviews around filter reliability and submission accuracy suggest it works best as a volume accelerant alongside manual applications, not a complete replacement for a careful job search strategy.
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