A text shows up asking you to answer three screening questions and pick an interview slot. In April the FTC told you to ignore messages like that. On Oct. 22, 2026, Paylocity started sending them on behalf of real employers. Below are the checks that tell the two apart, and how to answer the real bot so your replies don't count against you.
Why "never answer a job text" stopped working
The old rule broke because major HR software now texts applicants on purpose. On Oct. 22, 2026, Paylocity launched Recruiting Optimizer. Its Candidate Engagement Agent chats with applicants over SMS and the web, walks them through predefined screening questions, and books interviews using criteria the recruiter sets.
That runs straight into the FTC's April 30, 2026 consumer alert on job-offer texts. The alert tells job seekers to ignore unexpected job texts because "real employers will never contact you that way." It also warns that scammers now skip the link and ask you to reply "YES" or "INTERESTED." A short text reply is also what a legitimate screening bot asks you for.
Paylocity isn't the only vendor doing this:
- Paylocity Candidate Engagement Agent: SMS and web chat, screening questions, interview scheduling.
- Paylocity Talent Rediscovery Agent: finds previous applicants who match current openings.
- Paradox's Olivia: screens candidates and books interviews over SMS, WhatsApp, and web chat. McDonald's, Chipotle, and CVS Health use it, and Workday now owns Paradox.
Paylocity says the product improves recruiter productivity by 35%, fills roles 25% faster, and cuts candidate drop-off by 15%. Havertys Furniture, a customer, says its application rates went up 4x and its recruiters got back 15 hours a week. All of these numbers come from the vendor and nobody has checked them independently. They still explain why employers are buying: anything that saves recruiter hours gets adopted quickly, so you'll see more of these texts.
Why scheduling texts are about to become normal
Scheduling is the job these agents will take over first, because the people who do it are heavily outnumbered. In Refolk's index of professional profiles, 138,437 US profiles carry a Recruiter, Technical Recruiter, or Talent Acquisition Specialist title. Only 9,984 carry a Recruiting, Recruitment, or Interview Coordinator title.
Derived from Refolk's index: 138,437 recruiter and TA profiles against 9,984 coordinator profiles.
That's about 14 recruiters generating interview requests for every person whose title is coordinating them. Coordination is high-volume, rule-based work done by a thin layer of staff, which makes it exactly what an SMS agent is built to absorb.
This cuts both ways for you. Once scheduling texts are routine, you'll stop treating them as suspicious, and scammers will benefit from that. If real employers send texts that look like scams, scam texts will look real too. You need checks that work on the message in front of you.
Is this recruiter text a scam? Run five checks
A job text is probably legitimate if you can tie it to a company you applied to, its links go to that company's own careers domain, the conversation stays on one channel, nobody asks for money or bank details, and it names a specific employer, role, and location. Fail any one of these and treat it as a fake recruiter text message until you've proven otherwise.
- Trace it to the company, not the link. Ask yourself whether you've ever applied to this employer. Then open a browser, type the company's careers URL yourself, and look for the role or for your application. Don't tap anything in the text to do this.
- Match the domain. Links in a real message point to the employer's careers site or a recruiting system tied to it. Lookalike spellings, link shorteners, and domains with no connection to the company are red flags.
- Watch for a channel switch. WhatsApp by itself doesn't mean fraud, since Olivia runs on WhatsApp for some employers. The tell is a chat that starts on SMS and then asks you to message a personal WhatsApp or Telegram account.
- No money, no bank details. Real screening bots ask about experience, availability, and location. A text is no place to buy equipment, pay a fee, send a deposit, or hand over account numbers.
- Demand specifics. The FTC says task scams "often start with a text or WhatsApp message to a consumer about online work, but with few specifics." A real screener names an employer, a role, and a location. A scam describes "remote online work" and stays vague about all three.
| Signal | Legit AI screener | Likely scam |
|---|---|---|
| Employer named | Yes, matches a company you applied to | Vague or missing |
| Links | Employer's careers domain | Shortener or lookalike |
| Channel | Stays where it started | Moves to personal WhatsApp or Telegram |
| Asks for | Experience, availability, location | Fees, bank info, ID photos |
| Job details | Role, location, schedule | "Online work," few specifics |
The "I never applied for that" trap
If a text names a job you don't remember applying for, that alone doesn't make it a scam. Paylocity's Talent Rediscovery Agent exists to find past applicants who fit roles that are open now. A legitimate message can mention a job you've never heard of, at a company you applied to a while back.
So "did I apply for this exact job?" is the wrong test, and it will make you throw away real leads. Ask instead whether you've ever applied to this company. If you have, go to its careers site directly and confirm the role exists there. If you've never had any contact with the company, the text fails check one and you can ignore it.
The question isn't whether a bot texted you. It's whether you can trace that bot back to a company you chose.
What falling for a fake recruiter text costs
Job scams have grown fast enough that one wrong reply carries real risk. The FTC says reports tripled from 2020 to 2024, and reported losses went from $90 million to $501 million.
Up from $90 million in 2020, according to FTC data.
| Measure | Earlier | Later |
|---|---|---|
| FTC reported job-scam losses | $90M (2020) | $501M (2024) |
| FBI IC3 employment-fraud complaints | 15,443 (2023) | 24,688 (2025) |
| FBI IC3 reported losses | $70.2M (2023) | $362.9M (2025) |
In Q4 2025 alone, the FTC logged 25,002 job-opportunity scam reports with $150.4 million in losses, and the median victim lost $2,000. That's the typical hit, not the worst case, and it lands on people who are already between paychecks.
Share as little as possible, even with a real bot
Treat a legitimate screening bot like a public form: give it what the job needs and nothing more. Real systems get breached. On McDonald's McHire site, which runs on Paradox, security researchers Ian Carroll and Sam Curry got in using "123456" as both the username and the password. Up to 64 million applicant records were exposed, including chat logs. Paradox says only five records were actually accessed.
The researchers warned that leaked applicant data could help scammers pose as recruiters and collect financial details. Picture a scammer who knows which job you applied for and what you told the bot. That's the most convincing fake text you could get.
Keep these out of any text conversation:
- Social Security number
- Bank account or routing numbers
- Photos of a driver's license or passport
- Payment for "training," "equipment," or "background checks"
These belong in a formal onboarding portal after you have a written offer that you've verified separately.
The bigger problem is volume. Every application leaves your phone number and your answers in another vendor's database, and rediscovery agents mean any of those databases can text you long after you applied. Send applications by the hundred and you end up with hundreds of copies of your data and a phone full of messages you can't place.
How to answer screening questions by text
Answer the exact question first, in words that match your resume, and add context after. These AI recruiter text screening questions work as knockout filters, not conversations. Paylocity describes them as "predefined" questions with "recruiter-defined criteria," and Olivia uses knockout questions as well. A knockout question is a yes/no or threshold rule that can screen you out before any person reads your reply.
The mechanism is why vague replies hurt. If the rule is "3+ years of account management = yes," then "kind of, I've done a lot of it" doesn't match yes. And the recruiter often sees only a summary of what you said, not the full exchange.
Rules for each reply
- Lead with the literal answer. Yes, no, a number, a date.
- Use your resume's wording. If your resume says "Account Manager," don't call it "client stuff" in the chat.
- Keep numbers consistent. The years you text should match the dates on your resume, because the recruiter may read both side by side.
- Add one line of context, then stop. Picture how a bot would summarize your reply.
- Never answer "flexible" or "it depends." Those words don't satisfy a rule.
Before and after
| Bot asks | Weak reply | Strong reply |
|---|---|---|
| 3+ years of account management? (Y/N) | Kind of, I've done a lot of it | Yes. 4 years as Account Manager |
| Available weekends? | Flexible | Yes, Saturdays and Sundays |
| Authorized to work in the US? | I think so | Yes, no sponsorship needed |
| Start date? | ASAP-ish | Two weeks from offer |
Consistency is the hard part. You probably have several versions of your resume, and the recruiter may read your replies next to whichever one you sent that employer. Refolk handles this: it builds your resume from your full work history and tailors it to each posting, so the version on file and the answers in your head say the same thing.
It also helps to know your weak spots before the text arrives. Refolk scores how well you fit each posting. If the fit score shows you're short on a must-have, you'll know which question is likely to knock you out, and you can decide ahead of time on an honest answer that still meets the threshold, or skip that application.
If the text is a scam, report it in two minutes
When a text fails the checks, don't reply. The FTC's warning is that scammers now want exactly that: a "YES" or "INTERESTED" back. Report it instead.
- Forward the text to 7726 (SPAM).
- File a report at ReportFraud.ftc.gov.
- Block the number.
- If you already shared bank details, call your bank right away.
Reporting matters because the FTC figures above come from people who filed. In Q4 2025 alone that was 25,002 reports, and that data is what lets the agency warn others when a new script like "reply YES" starts circulating.
FAQ
Is a job interview text message legit if I don't remember applying?
It can be. Paylocity's Talent Rediscovery Agent contacts past applicants about roles that are open now, so the job may be new to you. Check whether you ever applied to that company, then confirm the role on the company's careers site by typing the address yourself. If you've never applied to that company at all, treat the text as a scam.
Does a WhatsApp message mean it's a fake recruiter?
Not on its own. Paradox's Olivia, a legitimate tool now owned by Workday, uses WhatsApp for some employers. The warning sign is a chat that starts on SMS and then asks you to switch to a personal WhatsApp or Telegram account, especially when the job description has few specifics.
What should I never send to an AI recruiter by text?
Your Social Security number, bank details, ID photos, and any payment. The McHire breach exposed applicant chat logs from a legitimate system, so anything you type can leak. Sensitive documents go through a formal onboarding portal after you've verified a written offer.
How short should my answers to an SMS screener be?
Give the direct answer plus one line of context. These are knockout questions graded against recruiter-defined rules, and the recruiter usually reads a summary. A clear "Yes, 4 years" that matches your resume does better than a paragraph that never actually answers the question.