Exorbitant AI Mock Interview Scam: Bouncing Off Free Models While Hyping Expert Reviews

Who Gets Targeted

Recent graduates, cross-industry job seekers, laid-off tech workers, and their parents are the main victims. Facing urgent job-hunting windows, fierce competition for target positions, and a lack of real interview experience, they fall prey to anxiety-driven copy such as "Guaranteed Pass," "Internal Referral," and "Former HR Personal Review," and are willing to pay thousands to tens of thousands of yuan for so-called VIP interview simulations and deep debriefs. Many victims have limited understanding of AI technology, unable to tell whether feedback drafts are generated by free large language models or to verify whether the "senior HR" actually exists. Only later in community comparisons do they realize that the same "exclusive feedback" was identical across multiple people, while refund requests are blocked by contractual wording.

骗局怎么运作

• They post promotional content on recruitment platforms and short-video apps claiming "Former Big Tech HR Personal Review," "AI + Human Dual-Driven," and "Guaranteed Offer," using renamed fake resumes and chat screenshots to project an expert lineup, luring job seekers to add WeChat or private messages for consultation. The first round typically uses a low-cost trial class of 9.9 or 19.9 yuan to filter for willingness to pay and build trust.
• The trial class requires users to upload a resume, self-introduction, and several generalized questions. In the background, it directly calls a free general-purpose large language model API to generate a structured evaluation report labeled "Reviewed by Senior HR," and then informs the user that "detailed questions require purchasing a VIP package" for an in-depth breakdown, creating information asymmetry and urgency.
• VIP package prices range from 2,980 yuan to 19,800 yuan, claiming to include "3 rounds of 1-on-1 mock interviews," "dedicated mentor follow-up," "big tech question banks," and a "guaranteed pass agreement." After payment, the so-called professional review merely formats, rephrases, or replaces industry keywords in the general-purpose LLM output. Human HR personnel are largely absent or only ask a few general questions via voice without reviewing the user's actual projects and portfolio.
• In the later stages of service, they use "internal referral opportunities" and "big tech interviewer fast tracks" as bait to guide users into paying extra "referral fees," "onboarding deposits," or "background check fees." The signed contract slyly replaces "guaranteed pass" with clauses like "service duration" and "number of simulations," making subsequent complaints and refund requests extremely difficult to uphold.
• After users discover identical feedback, forged mentor resumes, and blocked refunds, the agencies often excuse themselves by claiming "services have been delivered" or "AI-assisted generation is an industry practice," or they change corporate entities, shut down mini-programs, mute community chats, and transfer client data. This forms a repeatable playbook where the same template is repeatedly applied across different industries and positions.

红旗信号（看到这些快跑）

• 🚩 Promotional materials feature absolute and unverifiable statements such as "Guaranteed Offer," "Guaranteed Pass Agreement," "Full Refund If Not Hired," and "Former Big Tech HR Personally Leading," while refusing to provide the real names, employee IDs, or verifiable credential materials of specific mentors.
• 🚩 The so-called senior HR cannot be found on external networks with corresponding company, position, or project records, or the provided resume contradicts information on public channels, and all private community screenshots are heavily blurred without original timestamps.
• 🚩 During mock interviews, the "HR" only asks template questions like "Please introduce yourself" and "What is your biggest weakness," without following up on the user's actual job skills and project details, and fails to provide scoring criteria per question or original recordings after the interview.
• 🚩 Standardized service lists, refund terms, and billing methods are not provided before payment. Contracts replace "guaranteed pass" with "total service duration" or "providing N simulations," and the fee-collecting entity and community operation entity belong to different companies.
• 🚩 Multiple users complain in feedback that "the feedback content is almost identical," "only a general document was received," and "the so-called mentor never showed up." In response to complaints, agencies resort to delaying refunds, demanding confidentiality agreements, and private small-amount settlements to silence users.

真实案例

• According to a job-seeking community report in August 2026, a master's graduate in Beijing, pseudonym A, was lured by a community ad promising "Big Tech Interviewer 1-on-1 Mock Interview Guaranteed Pass" and paid 4,800 yuan for a VIP package. The "senior feedback" received was about 80% identical to a classmate's document, with only the company name and job keywords swapped—the exact same template was applied across product, operations, and algorithm roles. After A recovered part of the fees, the original agency took down its related mini-program.
• According to a report by 80aj.com on August 8, 2026, a Shanghai job seeker, pseudonym B, contacted an "AI + Human Interview Consultant" service on social media, paid 8,000 yuan, and signed a "guaranteed pass agreement." B received only two summary lists suspected of being generated by a general-purpose LLM, while the scheduled "former HR review" was missed twice due to alleged business trips. The agency changed corporate entities and refused refunds. After B filed a complaint with 12315 (China Consumer Hotline), partial funds were recovered, and the related account no longer has active records on the platform.
• According to an official breakdown by BOSS直聘 and a report by Sina Tech in April 2026, an "AI Manhua/Short Video" recruitment scheme was exposed for collecting 2,000 to over 10,000 yuan in tuition fees under the guise of high-paying jobs for so-called AI training, forming a "recruitment-to-training" trap. The investigation revealed commonalities such as identity forgery, upfront fees, and hard-to-verify senior mentors, posing risks similar to high-priced AI interview simulation services, and was reported by the platform as a governance case.
• In February 2026, the Supreme People's Court released typical cases on punishing telecom network fraud and other property-infringing crimes according to law: Siyue Education lured job seekers into purchasing online courses to join "onboarding training" using false part-time earnings images such as "earn while you learn, easily cover tuition fees, and earn a fixed monthly part-time income," defrauding a total of over 22 million yuan in tuition fees. Its "team" was subsequently acquired by a newly established company, Chengyu Education, which continued to defraud over 7 million yuan. The People's Court of Songjiang District, Shanghai, sentenced nine defendants to fixed-term imprisonment for fraud, with the ringleader receiving eleven years and three months. The judgment has taken effect. (Source: [http://m.cyol.com/gb/articles/2026-02/26/content_0zBL5VfvQB.html](http://m.cyol.com/gb/articles/2026-02/26/content_0zBL5VfvQB.html))
• In August 2025, the People's Procuratorate of Qingpu District, Shanghai, reported a "recruitment-to-training" fraud case: starting in March 2022, the ringleaders registered multiple companies, built a team of over 100 people, and used false advertisements like "zero-foundation video editing part-time work, single-order settlement, flexible hours" to drive traffic. They then pushed high-priced online courses under the guise of "skill training," defrauding victims across more than 20 provinces and cities of over 30 million yuan. The procuratorate prosecuted 28 individuals for fraud, and the court sentenced them to prison terms ranging from 13 years to 1 year and 9 months, alongside fines ranging from 500,000 to 30,000 RMB. (Source: [https://news.qq.com/rain/a/20250821A04RGS00](https://news.qq.com/rain/a/20250821A04RGS00))

Official Stance

• On April 16, 2026, BOSS直聘 issued platform announcements and official breakdowns warning job seekers to be wary of novel "recruitment-to-training" scams, banning accounts that charge training fees or guarantee letter fees under the guise of recruitment, and advising users to report any pre-onboarding fees immediately.
• On June 25, 2026, the Shanghai Municipal Administration for Market Regulation stated that it would follow up on the identity forgery incident regarding "AI College Admission Advisors" exposed by CCTV, verifying the service authenticity and promotional practices of the involved agencies, and reminding consumers to remain vigilant against "guaranteed pass" and "expert" rhetoric.
• On March 20, 2026, Tencent News Ziniu Investigation published an investigative report titled "Beware of 'AI+' Training Traps Targeting Young People," citing regulatory warnings from multiple regions and pointing out that some courses cost tens of thousands of yuan, involving exaggerated claims and difficult refund processes. Workers should verify agency qualifications first.
• On August 9, 2026, public security organs and media outlets across multiple regions reported on the crackdown of "fake employment" scams. Police detained 11 suspects and reminded job seekers to remain highly vigilant against agencies charging exorbitant "networking fees" and arranging fake interviews and counterfeit internships.

How to Protect Yourself

• ✅ Before making payment, request the service provider to issue written service details, contract terms, and a refund mechanism. Verify whether the fee-collecting entity matches the promotional entity, and keep chat records, payment vouchers, and promotional screenshots.
• ✅ Demand that so-called "former big tech HR" and "senior interviewers" provide employment records or verifiable resumes, and cross-verify them on public channels. Do not blindly trust private community screenshots and "guaranteed pass" slogans.
• ✅ Use a low-cost trial class first to test content quality, and compare the feedback received with results directly generated by free general-purpose large language models. If they are highly similar or contain generalized statements unrelated to your specific position, stop paying.
• ✅ If you find that the contract contradicts promotions, refunds are rejected, or the corporate entity has been changed, promptly file complaints and reports with 12315, human resources and social security departments, and recruitment platforms. If necessary, seek resolution through consumer council mediation or court litigation.
• ✅ Beware of any pre-onboarding fee requirements such as "internal referral fees," "onboarding deposits," or "background check fees." According to market regulation warnings, these are violations. Encountering such situations requires immediate cessation and reporting.