The only interview prep you'll ever need

Paste a job URL and we’ll generate a complete, role-specific prep plan and cheatsheet plus uncover company contacts to reach out for networking or referrals.

Glassdoor
Reddit
Kununu
Fishbowl
Blind
Indeed
SwiftPrepSwiftPrep
LLM Processing Pipeline
Data ExtractionAI ScoringAnalysis
Processing complete ✨
Contact List
JD
Jane Doe
Senior Product Manager
85%
MS
Mike Smith
VP of Sales
92%
AL
Alex Lee
Senior Software Engineer
78%
LinkedIn
GitHub
Prep plan
Cheat-sheet
Interview Profile
Technical78%
Behavioral88%
Culture83%
Team69%
Company74%
Overall78%

Walk in with every conceivable advantage at your hand

swiftprep.ai • Start
Paste → Extract → Confirm
Step 1

Paste your job link

We auto-extract the company, role, and location. You can confirm or edit before we start the heavy lifting.

Step 2

Find contacts for networking & referrals

Discover relevant people at the company who can help with your application. Get confidence scores and direct outreach suggestions.

Contact Discovery
live demo
JD
Jane Doe
Senior Product Manager
85%
LinkedIn
MS
Mike Smith
VP of Sales
92%
LinkedIn
AL
Alex Lee
Senior Software Engineer
78%
GitHub

Higher confidence indicates better networking potential.

Scoring pipeline
live demo
Glassdoor
conf: 74%rel: 68%
Reddit
conf: 62%rel: 71%
Blind
conf: 55%rel: 60%
Fishbowl
conf: 58%rel: 54%
Kununu
conf: 52%rel: 47%
source
Glassdoor28%
Reddit22%
Blind16%
Fishbowl14%
Kununu12%
Other8%

Higher bars indicate stronger signal after LLM scoring.

Step 3

We collect interview intel & score it with LLMs

SwiftPrep scrapes multiple sources (Glassdoor, Reddit, Blind, and more), filters signal from noise, and runs LLM scoring to highlight what matters.

Step 4

Download a tailored prep plan & cheat-sheet

Get a comprehensive plan (company research, role topics, Q&A, mock prompts) and a one-page cheatsheet to cram efficiently.

Outputs
live demo
Prep plan
Company briefRole topicsSample Q&AFinal tips
Export PDFMarkdown

Prep smarter, not longer

SwiftPrep turns scattered interview stories into an actionable plan—fast.

Time to first plan
0 min

Typical 5–20 minutes depending on role, company and data size

Research time saved
0%

By consolidating & ranking sources automatically, saving hours of research work

Relevance boost
0×

Covers 5–15× more role-specific questions

Data-driven, not generic

LLM scoring filters noise and elevates high-signal interview experiences.

Structured to follow

Daily tasks, role topics, and must-know patterns—no more open-ended rabbit holes.

Ready to act

Export prep & cheat-sheet PDFs and start rehearsing right away.

Tech
SWE, DevOps, Data

SwiftPrep covers both technical and non-technical tracks, with a personalized prep plan in 48 hours.

…and more

INTERVIEW STAGES (OVERVIEW)

  • Recruiter screen · 20–30 min
  • Coding / Live Pairing
  • System Design / Architecture
  • Data Round (SQL / Analytics / ML)

COMMON QUESTIONS

  • Data structures & complexity
  • CI/CD pipelines, containers, cloud (AWS/GCP/Azure)
  • Advanced SQL (window, CTE), data modeling
  • REST/gRPC design, microservices, observability

48-HOUR PREP FOCUS

  • 48-hour targeted plan (priority drills)
  • Company-specific question bank
  • Cheat-sheets: patterns, commands, formulas
  • Design frameworks: APIs, queues, scaling
  • Guided mock interview (notes & feedback)

SWIFTPREP TIP

Paste the job URL: we aggregate interview experiences (Glassdoor, Reddit, Blind, Fishbowl, etc.) and generate a tailored plan.

Trusted by candidates at

Join thousands landing their dream jobs

Our platform has helped candidates succeed at the world's leading companies

Instacart
Twillio
Slack
Blockchain
Linear
Deliveroo
Bloomnation
Karat
Dermalogica
Shopify
Instacart
Twillio
Slack
Blockchain
Linear
Deliveroo
Bloomnation
Karat
Dermalogica
Shopify

What our users are saying

Real stories from candidates who landed their dream roles

"SwiftPrep's contact discovery was a game-changer. I found my hiring manager's direct contact and got a referral before even applying. The interview prep plan was spot-on too."
Shopify
Sarah C.
Product Manager at Shopify
"The networking feature helped me connect with key people at the company. Combined with their AI-powered interview prep, I felt completely prepared for every round."
Linear
Marcus R.
Engineering Manager at Linear
"As someone transitioning from marketing to product, SwiftPrep's contact discovery helped me find mentors in the company. Their prep materials were incredibly thorough."
Instacart
Emily W.
Marketing Manager at Instacart
"Found my future manager through SwiftPrep's contact feature! The confidence scores helped me prioritize who to reach out to. Interview prep was exceptional."
Karat
David K.
Software Engineer at Karat
"The contact discovery feature gave me insider connections I never would have found otherwise. SwiftPrep's interview intelligence is unmatched."
Slack
Lisa T.
Sales Manager at Slack
"SwiftPrep didn't just help me prep for interviews—it helped me network effectively. The contact discovery with LinkedIn/GitHub integration was brilliant."
Twillio
James P.
Senior Developer at Twillio
"SwiftPrep's contact discovery was a game-changer. I found my hiring manager's direct contact and got a referral before even applying. The interview prep plan was spot-on too."
Shopify
Sarah C.
Product Manager at Shopify
"The networking feature helped me connect with key people at the company. Combined with their AI-powered interview prep, I felt completely prepared for every round."
Linear
Marcus R.
Engineering Manager at Linear
"As someone transitioning from marketing to product, SwiftPrep's contact discovery helped me find mentors in the company. Their prep materials were incredibly thorough."
Instacart
Emily W.
Marketing Manager at Instacart
"Found my future manager through SwiftPrep's contact feature! The confidence scores helped me prioritize who to reach out to. Interview prep was exceptional."
Karat
David K.
Software Engineer at Karat
"The contact discovery feature gave me insider connections I never would have found otherwise. SwiftPrep's interview intelligence is unmatched."
Slack
Lisa T.
Sales Manager at Slack
"SwiftPrep didn't just help me prep for interviews—it helped me network effectively. The contact discovery with LinkedIn/GitHub integration was brilliant."
Twillio
James P.
Senior Developer at Twillio
"From finding the right contacts to acing technical interviews, SwiftPrep covered everything. The referral I got through their platform made all the difference."
Blockchain
Rachel G.
Tech Lead at Blockchain
"The contact discovery feature helped me bypass the ATS entirely. SwiftPrep's AI analysis of interview patterns gave me a huge edge."
Linear
Michael T.
Data Scientist at Linear
"SwiftPrep's dual approach—networking and interview prep—was perfect. I got connected with decision-makers and walked in fully prepared."
Twillio
Anna N.
Product Lead at Twillio
"Contact discovery opened doors I didn't know existed. The interview prep materials were so comprehensive, I felt like I had inside information."
Deliveroo
Carlos M.
DevOps Engineer at Deliveroo
"SwiftPrep's contact discovery helped me find design mentors at the company. Combined with their interview prep, I landed my dream role in healthcare."
Dermalogica
Jennifer L.
UX Designer at Dermalogica
"The networking feature was incredible for breaking into manufacturing tech. SwiftPrep's contact discovery and prep materials were exactly what I needed."
Bloomnation
Alex B.
Business Analyst at Bloomnation
"From finding the right contacts to acing technical interviews, SwiftPrep covered everything. The referral I got through their platform made all the difference."
Blockchain
Rachel G.
Tech Lead at Blockchain
"The contact discovery feature helped me bypass the ATS entirely. SwiftPrep's AI analysis of interview patterns gave me a huge edge."
Linear
Michael T.
Data Scientist at Linear
"SwiftPrep's dual approach—networking and interview prep—was perfect. I got connected with decision-makers and walked in fully prepared."
Twillio
Anna N.
Product Lead at Twillio
"Contact discovery opened doors I didn't know existed. The interview prep materials were so comprehensive, I felt like I had inside information."
Deliveroo
Carlos M.
DevOps Engineer at Deliveroo
"SwiftPrep's contact discovery helped me find design mentors at the company. Combined with their interview prep, I landed my dream role in healthcare."
Dermalogica
Jennifer L.
UX Designer at Dermalogica
"The networking feature was incredible for breaking into manufacturing tech. SwiftPrep's contact discovery and prep materials were exactly what I needed."
Bloomnation
Alex B.
Business Analyst at Bloomnation
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Frequently Asked Questions

Everything you need to know

Get quick answers to the most common questions about SwiftPrep

We aggregate interview experiences and company insights from multiple public sources (e.g., Glassdoor, Reddit, Blind, Fishbowl, forums) and pair them with role-specific research. We never sell user data, and we respect robots.txt/source ToS where applicable.

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Master Your Next Interview

Expert insights, proven strategies, and real interview experiences to help you land your dream job.

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