Question 1

What is Preciprocal?

Accepted Answer

Preciprocal is an AI-powered job search operating system. It combines resume analysis (ATS scoring, recruiter eye simulation, candidate benchmarking, interview intelligence), voice-based mock interviews with a multi-agent panel, cover letter generation with real-time company research, AI study planning, LinkedIn optimisation, cold outreach, and a job tracker with contact finder — all in one platform at a student-friendly price.

Question 2

Who is Preciprocal for?

Accepted Answer

Students, recent graduates, and early-career professionals preparing for internships or their first few full-time roles. We're especially popular with CS, business, and engineering students at top universities, but anyone actively job-searching benefits from the platform.

Question 3

How do I get started?

Accepted Answer

Sign up free at app.preciprocal.com — no credit card needed. You can upload a resume and get your ATS score within 2 minutes, or jump straight into a mock interview. The platform walks you through everything.

Question 4

Is there a mobile app?

Accepted Answer

Not yet — Preciprocal is fully web-based and works on any device with a modern browser. The interface is responsive and optimised for mobile, but a native app is on our 2026 roadmap.

Question 5

How is this different from using ChatGPT for job search?

Accepted Answer

ChatGPT is a general-purpose chatbot. Preciprocal is a purpose-built system with specialised AI agents for each task — ATS scoring calibrated against real hiring data, a multi-agent interview panel (not a single chatbot), recruiter eye-tracking simulation based on published research, and a full application pipeline. It's the difference between asking a friend for advice and having a dedicated career operations team.

Question 6

Do you have a Chrome extension?

Accepted Answer

Yes. The Preciprocal Chrome extension lets you save jobs from LinkedIn and job boards with one click, auto-import job descriptions for resume tailoring, and track applications without leaving the page you're on. Available for Chrome and Chromium-based browsers.

Question 7

How many tools does Preciprocal include?

Accepted Answer

11 core tools: Resume Analysis (ATS + Benchmarking + Recruiter Sim + Interview Intel), Resume Tailoring & Rewriting, Mock Interviews, Cover Letter Generator, Study Planner, LinkedIn Optimiser, Cold Outreach Generator, Interview Debrief Journal, Job Tracker, Contact Finder, and the Chrome Extension.

Question 8

Can I use Preciprocal for different roles?

Accepted Answer

Absolutely. Every tool adapts to your target role — whether you're applying for software engineering, data science, product management, consulting, finance, or any other field. The AI tailors its analysis, questions, and recommendations to the specific job description you provide.

Question 9

Is Preciprocal really $9.99/mo?

Accepted Answer

Yes. Pro is $9.99/month (or $7.49/mo billed annually). We built Preciprocal for students and early-career professionals who can't afford $50–100/mo tools. The price is intentional and non-negotiable — it's core to our mission of making quality career prep accessible.

Question 10

Do you offer a free plan?

Accepted Answer

Yes. The free tier includes 5 resume analyses, 3 mock interviews, 5 cover letters, 2 LinkedIn optimisations, 1 interview debrief, 2 contact lookups, a 10-job tracker, and basic analytics per month. It's a real free plan, not a 7-day trial.

Question 11

Is there a student discount?

Accepted Answer

Students with a .edu email get 1 month of Pro completely free — no credit card required to activate. After that, Pro is already $9.99/mo, which is the lowest price in the market for this feature set.

Question 12

What's the difference between Pro and Premium?

Accepted Answer

Pro ($9.99/mo) gives you 20 resume analyses, 30 mock interviews, unlimited cover letters, the full resume editor with PDF/Word export, recruiter eye simulation, and complete analytics. Premium ($24.99/mo) unlocks unlimited everything, company-specific interview prep, deep AI coaching, post-interview improvement roadmaps, priority support with a 24-hour SLA, and early access to new features.

Question 13

Can I cancel anytime?

Accepted Answer

Yes. No contracts, no lock-in, no cancellation fees. Cancel with one click in your Settings page. Your access continues until the end of your billing period.

Question 14

What payment methods do you accept?

Accepted Answer

All major credit and debit cards processed securely through our payment provider. We don't store your card details — payment processing is handled by an industry-standard PCI-compliant processor.

Question 15

Do you offer refunds?

Accepted Answer

Yes — we offer a 30-day money-back guarantee. If Preciprocal doesn't help you land an interview within 30 days of subscribing, email us and we'll refund you in full. No hoops, no fine print.

Question 16

What happens when I hit my free plan limit?

Accepted Answer

You'll see a clear message showing your usage and the option to upgrade. We never cut you off mid-analysis — you'll always get your results. You just can't start new analyses until your monthly limit resets on your billing date, or you upgrade.

Question 17

Is there an annual plan?

Accepted Answer

Yes. Pro is $7.49/mo billed annually ($89.88/year — saves 25%). Premium is $19.99/mo billed annually ($239.88/year — saves 20%). Annual plans lock in the price for 12 months.

Question 18

How do mock interviews work?

Accepted Answer

Our voice-based interviews use a multi-agent AI system to simulate a real interview panel — HR screener, technical lead, and hiring manager. Each agent has distinct priorities and evaluation criteria. You speak into your mic, they respond naturally with follow-up questions based on your actual answers, and you get a detailed debrief with scoring across multiple dimensions.

Question 19

Do I need a webcam?

Accepted Answer

No. Mock interviews are voice-only — you just need a microphone. Your built-in laptop mic works fine. We focus on what you say and how you say it, not what you look like.

Question 20

What types of interviews can I practise?

Accepted Answer

Technical (coding + system design), behavioural (STAR method), system design (architecture), and general screening interviews. You can target specific companies and roles, select difficulty level, and the AI adjusts question style, depth, and follow-ups accordingly.

Question 21

How realistic are the AI interviewers?

Accepted Answer

Each interviewer is a separate AI agent with its own personality. The HR screener focuses on culture fit and communication. The tech lead probes for depth, asks 'why' and 'what if' questions. The hiring manager evaluates problem-solving approach and leadership potential. They interrupt naturally, ask follow-ups based on what you actually said, and don't follow scripted paths.

Question 22

Can I review my past interviews?

Accepted Answer

Yes. Every interview is saved with a full transcript, per-question scoring, category breakdowns (technical accuracy, communication, problem-solving, confidence), AI-generated strengths and improvement areas, and a final assessment. You can re-read transcripts and track your scores over time on the analytics dashboard.

Question 23

How is the interview scored?

Accepted Answer

You receive scores across 5 dimensions: Technical Accuracy, Communication Clarity, Problem-Solving Approach, Confidence & Delivery, and Overall Readiness. Each comes with specific feedback and actionable suggestions. Your total score is benchmarked against industry averages.

Question 24

Can I practise for a specific company?

Accepted Answer

Yes. Enter the company name and role, and the AI tailors questions to that company's known interview style, values, and technical focus areas. For example, a system design interview targeting a particular company will focus on the types of distributed systems problems they're known to ask.

Question 25

How long is each mock interview?

Accepted Answer

Duration varies by type — screening interviews are typically 15–20 minutes, behavioural rounds 20–30 minutes, and technical/system design rounds 30–45 minutes. You can end early or extend if you want more practice.

Question 26

What is ATS scoring?

Accepted Answer

ATS (Applicant Tracking System) is the software 73% of companies use to automatically filter resumes before a human sees them. Our ATS scorer analyses your resume against the same criteria — keyword matching, formatting compatibility, section structure, and header parsing — and gives you a score out of 100 with specific fixes.

Question 27

What is the Recruiter Eye Simulation?

Accepted Answer

Based on the TheLadders eye-tracking study, we simulate how three different reviewers scan your resume: an HR screener (6-second first pass), a technical lead (deeper skill evaluation), and a hiring manager (impact & leadership focus). You see an attention heatmap showing where each reviewer's eyes go, what stands out, what gets missed, and their internal hiring notes.

Question 28

What is Candidate Benchmarking?

Accepted Answer

We compare your resume against a research-calibrated model of candidates who were actually hired for similar roles. You see your percentile ranking across ATS compatibility, content quality, structure, and impact. Plus a specific list of what hired candidates had that you currently don't — with actionable fixes.

Question 29

What is Interview Intelligence?

Accepted Answer

Our AI aggregates market intelligence from public sources like job review sites, salary databases, and professional forums to show you what interviewers at your target companies actually look for, common rejection reasons, salary benchmarks for your experience level, and the specific questions you're most likely to face.

Question 30

Can I tailor my resume to a specific job?

Accepted Answer

Yes. Paste a job description into the Tailor tab, and the AI rewrites specific bullets on your resume to better match — adjusting keywords, reframing experience, and prioritising relevant skills. Every change is shown in a clear 'original → rewrite' format, and you approve each one before applying.

Question 31

What file formats are supported?

Accepted Answer

PDF and Word (.docx) for upload. The built-in resume editor lets you edit inline with AI suggestions (apply, ignore, or undo each one), and export as both PDF and Word. We also extract clean text from your resume for downstream analysis.

Question 32

How does the inline resume editor work?

Accepted Answer

After analysis, switch to the Writer tab to see your resume in an editable format. The AI highlights specific lines and suggests rewrites. Each suggestion has Apply, Ignore, and Undo buttons. You can also type directly to make manual edits, then export the final version as PDF or Word.

Question 33

How often should I re-analyse my resume?

Accepted Answer

Re-analyse after every major edit, and always before submitting to a new role — especially if you're tailoring to a specific job description. Your ATS score can change significantly with even small wording adjustments.

Question 34

Does the analysis work for non-tech roles?

Accepted Answer

Yes. While we have deep expertise in tech roles (SWE, data science, PM), the ATS scoring, recruiter simulation, and benchmarking work for any industry — business, finance, consulting, healthcare, marketing, and more. The AI adapts its evaluation criteria to your target role.

Question 35

How does the cover letter generator work?

Accepted Answer

Paste a job description and the AI does three things: (1) researches the company in real-time — recent news, projects, culture, and values, (2) analyses the job requirements against your resume, and (3) writes a personalised letter that connects your specific experience to their needs, referencing real company details. The result sounds like you wrote it after hours of research.

Question 36

Does it use my resume information?

Accepted Answer

Yes. If you have a resume uploaded, the AI automatically pulls your specific experience, metrics, skills, and projects into the cover letter. This ensures consistency between your application materials and highlights your most relevant qualifications with actual numbers from your resume.

Question 37

Can I customise the tone?

Accepted Answer

Yes — choose from Professional, Enthusiastic, Formal, Friendly, or Confident. The AI adapts writing style while maintaining the company research and personalisation. You can also regenerate with a different tone if the first version doesn't feel right.

Question 38

How long does generation take?

Accepted Answer

Typically 10–30 seconds. The AI performs real-time company research (5–10s), analyses the job description against your resume (3–5s), then writes the letter (5–10s). You can immediately copy, edit, or download in PDF or Word format.

Question 39

Can I edit the generated letter?

Accepted Answer

Yes. After generation, you can copy to your preferred editor or use our built-in editor to make changes. The AI gives you a strong, research-backed foundation that you can personalise further to match your voice.

Question 40

How many can I generate per month?

Accepted Answer

Free plan: 5/month. Pro: unlimited. Premium: unlimited. All generated letters are saved in your dashboard for future reference and editing.

Question 41

How does the AI Study Planner work?

Accepted Answer

Enter your target role, interview date, current skill level, and daily time commitment. The AI generates a personalised day-by-day schedule with specific tasks (solve this LeetCode problem, read this article, watch this video), curated resources, daily quizzes to test retention, and an AI coach you can ask questions anytime.

Question 42

What resources does the planner include?

Accepted Answer

Each task links to curated resources — LeetCode problems with difficulty ratings, YouTube explanations from top educators, technical articles, and documentation. Resources are selected based on your skill level and the specific topic for that day.

Question 43

What are streaks and how do they work?

Accepted Answer

Completing at least one task per day maintains your streak. The streak counter appears on your planner dashboard and resets if you miss a day. It's a simple accountability mechanism — users with 7+ day streaks are significantly more likely to complete their full plan.

Question 44

Can I customise my study plan?

Accepted Answer

Yes. The AI generates an initial plan optimised for your timeline, but you can add, remove, reorder, or modify any task. You can also adjust the daily time commitment and the plan will redistribute tasks accordingly.

Question 45

How does the Knowledge Quiz work?

Accepted Answer

At the end of each day's tasks, the planner generates a short quiz (4–6 questions) covering that day's material. Questions are multiple-choice with explanations for each answer. Your quiz scores feed into the AI coach's understanding of your weak areas.

Question 46

What is the AI Coach?

Accepted Answer

A built-in chat assistant within the planner that knows your study plan, progress, and quiz results. Ask it questions like 'When should I use BFS vs DFS?' or 'Explain the trade-offs of consistent hashing' and it gives contextual answers based on what you're currently studying.

Question 47

What happens if I miss a day?

Accepted Answer

The plan adapts. Missed tasks get redistributed across remaining days without overwhelming you. Your streak resets, but your overall progress is preserved. You can also manually mark tasks as skipped if a topic is already familiar.

Question 48

Is my data safe?

Accepted Answer

Yes. All data is encrypted in transit (TLS 1.3) and at rest (AES-256). We use enterprise-grade authentication and database infrastructure that is SOC 2 compliant. We never sell your data, never use it for advertising, and never share it with third parties.

Question 49

Can I delete my account and all data?

Accepted Answer

Yes. Go to Settings → Danger Zone → Delete Account. All your resumes, interview transcripts, cover letters, study plans, and personal data are permanently and irreversibly deleted within 24 hours.

Question 50

What browsers are supported?

Accepted Answer

Chrome, Firefox, Safari, and Edge — all latest versions. Chrome is recommended for the best experience with voice-based mock interviews and the Chrome extension.

Question 51

Do you use my resume to train AI models?

Accepted Answer

No. Your resume and interview data are processed by AI to generate your personalised results, but they are never used to train, fine-tune, or improve any AI models. Your data is used exclusively to serve you.

Question 52

How do I contact support?

Accepted Answer

Email support@preciprocal.com or use the in-app support widget in Settings → Support. We respond within 24 hours on weekdays. Pro and Premium users get priority support.

Question 53

Can I export my data?

Accepted Answer

Yes. Go to Settings → Danger Zone → Export Data. You'll receive a download link via email within 24 hours containing all your interview transcripts, resume analyses, cover letters, and account data. This is your right under GDPR and CCPA.

Question 54

Do I need a microphone for mock interviews?

Accepted Answer

Yes — a microphone is required for voice-based mock interviews. Your built-in laptop mic works fine. No webcam is needed. Make sure your browser has microphone permissions enabled for app.preciprocal.com.

Question 55

What happens to my data if I cancel?

Accepted Answer

Your data remains accessible for 30 days after cancellation. After that, you drop to the free tier limits but your historical data (past analyses, interview transcripts) stays available read-only. You can export or delete it anytime.

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