Published November 14, 2026 by SonicJobs
CareerGPT by SonicJobs is the conversational hiring platform for employer career sites. Candidates describe the work they want in their own words, find the right live job, apply inside the conversation, get screened and scored against the role, and book an interview. One conversation, on the career site you already run, from first question to scheduled interview.
SonicJobs is the Conversational Hiring Platform driving 40X more visitors to hires. Winner of HR Tech’s 2025 Startup Award, and backed by investors of OpenAI and Anthropic.
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What CareerGPT does
Most career site technology does one job. A search box matches keywords. A chatbot answers FAQs. An apply flow collects forms. A scheduling tool books interviews. Candidates fall out in the gaps between them.
CareerGPT runs the whole journey as one conversation:
- Conversational search. Candidates ask in full sentences and CareerGPT matches them to live jobs by meaning, not keywords.
- Hosted Apply. Candidates apply inside the chat, pre-filled from their resume, with no account wall. 5X higher application completion.
- Screening and scoring. CareerGPT screens applicants against the role’s requirements and ranks them, so recruiters see the strongest candidates first.
- Interview scheduling. Top candidates book an interview the moment they qualify, while their interest is highest.
- Talent community. Candidates without a match today are captured for future openings, instead of leaving for good.
- Candidate Intelligence & GEO Visibility. Every question becomes first-party insight into how candidates search for you, and shows where your content needs to improve to be found in ChatGPT, Claude and Gemini.
CareerGPT also answers in the language the candidate asks in, takes voice search, and matches roles to an uploaded resume.
Candidate search has changed. Fact.
Candidates now search the way they talk to ChatGPT. Across more than 1 million conversational job searches on CareerGPT:
- 54% of searches use 5 or more words.
- 23% use 10 or more words.
- 28% include an acronym, such as RN, CDL or PRN.
- 20% of US jobseekers don’t speak English as a first language.
A keyword search box was built for two-word queries. It can’t handle “night shift nursing roles near Baltimore that don’t require weekends”, and it can’t answer “what remote roles could move with me if my military spouse is reassigned?” CareerGPT can. It finds the relevant jobs, explains whether each role fits, and keeps refining as the candidate asks follow-up questions.
Built for your hardest-to-fill roles
Hard-to-fill roles break the traditional career site in two places.
Search. Keyword search matches words, not meaning. The candidates you need most for critical roles describe their skills, shifts and certifications in their own language, and keyword search returns nothing useful.
Applications. Applications are long and repetitive: account creation, resume re-entry and dozens of questions. Qualified candidates give up partway through, some as late as question 23.
CareerGPT fixes both. Conversational search gets candidates to the right role, and Hosted Apply gets them through the application inside the same conversation.
The results: 40X more visitors to hires
Only 8% of career site visitors who use keyword search find a job they want and start an application. With CareerGPT, 64% do, and 90% of conversations reach a relevant job result.
At an academic health system with more than 40,000 employees:
- Search to apply start: 8% before, 68% with CareerGPT (8.5X).
- Apply completion: 5% before, 26% with Hosted Apply (5.2X).
- End to end: 0.4% of searchers completed an application before, 17.7% with CareerGPT and Hosted Apply (44X).
The candidates were already on the career site. CareerGPT converted them.
How each stage works
Conversational search
A candidate types their own question or picks a suggested starting question, describing a location, a type of work, their qualifications or a specific requirement. CareerGPT recommends relevant live jobs and answers follow-up questions in the same conversation, so the candidate narrows results instead of starting a new search. When they open a job, CareerGPT highlights the details relevant to what they asked, such as healthcare benefits, shift patterns or requirements.
Hosted Apply
When a candidate is ready, they apply inside the chat. CareerGPT pre-fills the application from their resume, so there is no account wall and no re-typing their work history. Hosted Apply lifts application completion 5X.
Screening and scoring
CareerGPT screens each applicant against the role’s requirements and scores them, so recruiters start with a ranked shortlist instead of an inbox of unread applications.
Interview scheduling
Top candidates book an interview immediately, in the same conversation. No email chains, no waiting days for a recruiter to reply while a competitor makes an offer.
Talent community
Not every candidate fits an open role today. CareerGPT captures them for future openings, so the traffic you paid for keeps working for you.
Answers candidates can trust
CareerGPT answers only from whitelisted sources the employer approves: the career site, the job feed and uploaded documents such as PDFs. Employers add selected approved external sources, including LinkedIn, Glassdoor, Reddit and their own YouTube and social media pages.
- Every answer cites its source, with a link where the source is a web page.
- When CareerGPT doesn’t have the information, it tells the candidate plainly and reports the gap to the employer. No guessing.
- CareerGPT runs inside SonicJobs’ secure US cloud. Candidate conversations are never shared with ChatGPT, Claude or any other AI lab.
Candidate Intelligence & GEO Visibility
CareerGPT records every candidate question, its answer, the sources cited, the jobs viewed and the applications started. Employers can review and export it all, investigate searches that returned no suitable role, and see which topics their content leaves unanswered.
Across CareerGPT clients, 30% to 35% of candidate questions had no clear answer in the employer’s own career site content. Repeated questions about training programs, for example, show an employer exactly what content to publish next.
This insight isn’t available anywhere else. Google shares search terms through Search Console. ChatGPT, Claude and Gemini share nothing. CareerGPT gives you first-party data on how candidates search for you, and the content gaps to close to be found and recommended in AI assistants.
Live in days, on the career site you already run
CareerGPT is added through Google Tag Manager or a single script. There is no career site rebuild and no ATS change. To go live, SonicJobs needs three things:
- A job feed with the right application links and tracking.
- The websites and documents CareerGPT should answer from.
- Access to add the CareerGPT script to the career site.
CareerGPT is live in days once the feed, content and approvals are ready. It runs as a floating widget, embedded in the career site search bar, or in other locations across the site.
CareerGPT specifications
| Specification | CareerGPT by SonicJobs |
|---|---|
| What it is | Conversational hiring platform for employer career sites |
| Capabilities | Conversational search, Hosted Apply, screening and scoring, interview scheduling, talent community, Candidate Intelligence & GEO Visibility |
| Where it runs | The employer’s existing career site |
| Placement | Floating widget, or embedded in the search bar and other locations |
| Applications | Hosted Apply inside the chat, pre-filled from the resume, no account wall, 5X higher completion |
| Talent community | Candidates without a match today captured for future openings, so no visitor is lost |
| Screening | Applicants screened and scored against the role, ranked for recruiters |
| Scheduling | Top candidates book interviews immediately in the conversation |
| Knowledge sources | Career site, job feed, uploaded documents such as PDFs, plus selected approved external sources |
| Answers | Cited, with links where the source is a web page. Gaps reported to the employer |
| Languages | Answers in the language the candidate asks in, including Spanish, French, German, Mandarin and Hindi |
| Search inputs | Typed questions, voice search and resume upload |
| Data captured | Questions, answers, sources cited, jobs viewed, applications started. Reviewable and exportable |
| Security | Whitelisted sources only. Runs in SonicJobs’ secure US cloud. Conversations never shared with any AI lab |
| Setup | Google Tag Manager or a single script. No rebuild, no ATS change. Live in days |
How CareerGPT compares
Keyword search returns job titles. Legacy recruiting chatbots run on decision trees: every answer is a canned response, scripted in advance, and anything off-script goes to a recruiter. Enterprise talent suites ask you to rebuild your career site on their platform and spend months mapping answers before you go live.
CareerGPT is agentic. It brings best-in-class conversational search and a best-in-class hiring workflow, with Hosted Apply, screening and scoring, interview scheduling and talent community, to the career site you already have, with candidate intelligence no other tool can give you. See how it compares in SonicJobs vs Paradox and SonicJobs vs Phenom.
Frequently asked questions
What is a conversational hiring platform?
A conversational hiring platform takes a candidate from first question to booked interview in one conversation. CareerGPT by SonicJobs matches candidates to live jobs in their own words, hosts the application inside the chat, screens and scores applicants against the role, schedules interviews with top candidates and captures everyone else in a talent community. It runs on the employer’s existing career site.
Does CareerGPT require replacing our career site or ATS?
No. CareerGPT sits on the career site you already run and works alongside your existing recruiting technology. It is added through Google Tag Manager or a single script, with no career site rebuild and no ATS change.
How does CareerGPT increase applications and hires?
Two ways. Conversational search gets candidates to the right job: 64% of CareerGPT conversations lead to an application start, compared with 8% on keyword search. Hosted Apply gets them through the application, lifting completion 5X. At an academic health system with more than 40,000 employees, the share of searchers completing an application rose from 0.4% to 17.7%, a 44X increase.
Where does CareerGPT get its answers?
Only from whitelisted sources the employer approves: the career site, the job feed, uploaded documents such as PDFs and selected external sources such as LinkedIn, Glassdoor, Reddit and the employer’s own YouTube and social channels. Every answer cites its source, and when information is missing CareerGPT says so and reports the gap.
Is candidate data secure?
Yes. CareerGPT runs inside SonicJobs’ secure US cloud and answers only from whitelisted sources. Candidate conversations are never shared with ChatGPT, Claude or any other AI lab.
How long does CareerGPT take to go live?
Days. Adding the script takes minutes. The work on the employer’s side is a job feed with the right application links and tracking, the content CareerGPT should answer from and approval to add the script.
Which languages does CareerGPT support?
CareerGPT answers in the language the candidate asks in, including Spanish, French, German, Mandarin and Hindi. Job descriptions stay in the language the employer published them in. Candidates can also search by voice or upload a resume to see matching roles.
See CareerGPT on your career site
Convert more of the candidates already on your site, and fill your hardest-to-fill roles faster.
Try CareerGPT live · Get a demo