AppGen

Job Seeker Kit

Rough notes in. Resume bullets out.

Five AI apps for fresh grads and career changers in the Philippines and the US. Turn what you’ve really done into resume bullets, then get a cover letter, interview practice, a profile and a resume check for each job, with nothing made up.

Open the kitHow it works
  • Resume bullets
  • Cover letters
  • Interview practice
  • LinkedIn and JobStreet
  • Resume match

OJT, IT Office — Lipa City HallFebruary–May 2026 | 486 hours

  • Created an Excel PivotTable and chart for the supervisor’s monthly report, replacing manual business permit record counts and making the results available in a visual summary.
  • Encoded [number of] business permit records in Excel for monthly reporting.

Capstone Team Member — Barangay Health Center Inventory System[Month Year]–[Month Year]

  • Built the database and reports for a PHP and MySQL inventory system completed by a 3-person team and now used by the barangay health center.

Part-Time Store Assistant — Family Sari-Sari Store[Month Year]–Present

  • Transferred the store’s handwritten customer debt ledger to Google Sheets, creating a digital record used to track [number of] customer balances.
Resume bullets

ojt sa IT office ng Lipa City Hall feb-may 2026, 486 hrs. nag troubleshoot ng computers at printers ng ibang departments, nag encode ng business permit records sa excel. gumawa ako ng pivot table at chart para sa monthly report ng supervisor namin kasi dati mano mano nila binibilang

capstone: inventory system para sa barangay health center, PHP + MySQL, 3 kami sa group ako yung sa database at reports. ginagamit na nila ngayon

part time sa family sari-sari store since high school, ako nag aasikaso ng gcash cash in/out at listahan ng utang sa notebook tapos nilipat ko sa google sheets

Her notes
Sample notes · Junior Data Analyst · PhilippinesDrag the handle to compare

Resume Bullets from Your Experience

Your words in. Resume bullets out.

Write what you did the way you’d tell a friend: OJT, school projects, part-time work, volunteering. Pick the role you want. You get bullets grouped by experience, the skills your notes prove and two honest gaps for the role. These are copied word for word from two sample runs.

Open Resume Bullets

  • Real numbers stay

    You wrote

    486 hrs

    The app wrote

    OJT, IT Office — Lipa City Hall | February–May 2026 | 486 hours

  • Unsure numbers round down

    You wrote

    ran PD sessions for teachers on using Google Forms for quizzes, maybe 4 or 5 times

    The app wrote

    Delivered 4+ professional development sessions on creating quizzes with Google Forms for teachers.

  • Missing numbers get a bracket

    You wrote

    test scores went up but I don’t know the exact number

    The app wrote

    student test scores increased by [amount].

    How much did test scores increase? Include a figure only if you can verify it; otherwise, remove the result clause.

Cover Letter for a Job Post

A letter that’s honest about the gaps

Paste the job post and a few lines about you, then pick a letter, a recruiter email or a short note for an application form. The letter answers what the post asks for with your real examples. This is the letter the app wrote for a sample teacher moving into instructional design, unedited.

What was pasted in

  • United States
  • Letter to attach
Job post (excerpt)
Instructional Designer · Brightline Health · Remote (US) 2+ years of experience in instructional design, training or teaching Experience with Articulate Storyline 360 or Rise Strong writing and editing skills Experience with an LMS Healthcare experience is a plus
Your background (excerpt)
8 years teaching 7th grade science. Rewrote our ecosystems unit when state standards changed. Built a Google Classroom course template that our 6-teacher science department now uses. Completed an Articulate Storyline 360 course on LinkedIn Learning this year and built a 10-minute compliance training module as a portfolio piece. No healthcare experience.
Cover Letter for a Job PostLetter to attach

Letter

Dear Hiring Manager,

I’m applying for the Instructional Designer role at Brightline Health. For eight years, I’ve designed science units and assessments for about 150 seventh-grade students each year, and I’d like to bring that learning-design experience to your Learning team.

When state standards changed, I rewrote our ecosystems unit and its assessments to match the new requirements. I also built a Google Classroom course template that is now used by all six teachers in my science department. These projects have given me practical experience organizing content into clear learning sequences and creating materials others can use.

I use Google Classroom daily to share and maintain course materials. I’ve also led four or five professional development sessions for teachers on building quizzes in Google Forms and mentor new teachers. This year, I completed a LinkedIn Learning course in Articulate Storyline 360 and built a 10-minute compliance training module as a portfolio piece. I’ve also used Canva, Google Workspace, and some Camtasia.

I haven’t worked in healthcare or used Cornerstone, so I would need to learn your LMS and clinic-specific procedures. I’m ready to apply my experience translating standards into lessons and assessments to creating practical training with your subject matter experts. I’d be glad to discuss how my background could support Brightline Health’s clinic staff.

Sincerely,
Dana Whitfield

Before you send

Must-have requirement not covered: You haven’t used Cornerstone. If you have access to your portfolio module, consider including a link with your application.

More from the kit

Practice, a profile and a resume check

Unedited excerpts from the other three apps, run on a sample fresh graduate applying for a junior data analyst job in Makati.

Interview Practice for a Job

HR screen · Philippines · 2 of 5 questions

What is your expected salary?

Where to check: Compare the job post, JobStreet listings, and similar junior data analyst posts in the Philippines.

Sample answer: Based on the responsibilities and my current experience, I’m looking for a salary in the range of [your range]. I’m open to discussing the overall package and learning more about the role.

When can you start, and are you available to work onsite in Makati, Monday to Friday?

Why they ask: To confirm your availability and fit with the stated work arrangement.

Sample answer: I can start on [date]. For the onsite schedule in Makati, Monday to Friday, [state whether that works for you]. I’d also be happy to clarify any details about the work arrangement.

+ 3 more questions, questions to ask them and a tip

Open Interview Practice for a Job

LinkedIn and JobStreet Profile

JobStreet · personal summary · Philippines

Personal summary

I’m a fresh BS Information Technology graduate with hands-on experience organizing records and creating reports using Excel, Google Sheets, and basic SQL. During my 486-hour OJT at the Lipa City Hall IT office, I encoded business permit records in Excel and made a pivot table and chart for my supervisor’s monthly report, replacing a manual counting process. For my three-person capstone team, I handled the database and reports for a PHP and MySQL inventory system now used by a barangay health center. …

Skills to add8 of 12

  • Excel
  • Pivot Tables
  • VLOOKUP
  • Data Entry
  • Data Cleaning
  • Google Sheets
  • Basic SQL
  • MySQL
Open LinkedIn and JobStreet Profile

Resume Match for a Job Post

Junior Data Analyst · Philippines

Requirement check

  • Related bachelor’s degreeShown
  • Excel: VLOOKUP and pivot tablesPartly
  • Onsite in Makati, Monday to FridayNot shown
  • Good communication skillsNot shown
  • SQL knowledgeShown
  • Power BI or Looker StudioNot shown

Quick fix

Remove age, civil status, and religion; these details are optional and the space could highlight relevant skills.

Should you apply?

Yes. You meet the degree requirement and have relevant Excel, SQL, and inventory-project experience; clarify the Excel gap and Makati onsite availability in your application.

Open Resume Match for a Job Post

What’s in the kit

Five apps, one for each step

Open the one you need. Each asks for your background and the job, and gives you a draft to check and use.

TextResume Bullets from Your ExperienceWrite what you did in your own words: school projects, OJT or internships, part-time jobs, volunteering. Get strong, specific resume bullets for the job you want, with nothing made up.TextCover Letter for a Job PostPaste the job post and a few lines about you. Get a short cover letter that answers what the employer asked for, with real examples and no clichés.TextInterview Practice for a JobPaste the job post and your background. Get the questions you're likely to hear, sample answers built from your real experience, and smart questions to ask back.TextLinkedIn and JobStreet ProfileGet a headline and summary that help recruiters find you on LinkedIn, JobStreet or Indeed, plus the skills to add, written from your real background.TextResume Match for a Job PostPaste a job post and your resume. See which requirements you already show, the keywords you're missing and the honest gaps to cover before you apply.
Open the kit

How it works

Open, paste, check

Every app in the kit works the same way.

  1. Open an app

    Pick the one for the step you’re on: bullets, a cover letter, interview practice, a profile or a resume check.

  2. Paste the job and your background

    Choose your country, then paste the job post and what you’ve done, in your own words. Taglish is fine.

  3. Fill the brackets, then send

    Read the draft, fill in every [bracket] or cut that line, and paste it into your resume, email or profile.

Honest by design

Nothing made up

  • Only what you tell it

    Every app is told to use only your notes, background or resume. It never adds employers, tools, numbers or results you didn’t give it.

  • A bracket where a number belongs

    When a number would make a line stronger but you didn’t give one, you get a [bracket] to fill in, or a note to cut the claim if you can’t back it up.

  • Set for your country

    Pick the Philippines or the United States. Philippine letters and interviews cover expected salary and start date, with a bracket for your own answer.

  • Gaps, said plainly

    The cover letter and the resume match name the requirements you don’t show yet, with an honest way to cover each one.

FAQ

Common questions

Something else? Email the AppGen team.

Five apps: Resume Bullets from Your Experience, Cover Letter for a Job Post, Interview Practice for a Job, LinkedIn and JobStreet Profile and Resume Match for a Job Post. Each one does a single job, and you can open any of them from the kit.

Each app is told to use only what you give it, and never to invent employers, tools, numbers or results. When a number would help and you didn’t give one, it leaves a [bracket] for you to fill in or remove. Read every draft before you send it.

Yes. Write them the way you’d tell a friend, in English, Taglish or another language. The resume bullets come back in clear English, and terms recruiters in the Philippines use, like OJT and barangay, stay as they are.

Both. Every app has a Country field. Philippine runs cover what local employers ask for, like expected salary, start date and OJT hours. The resume match also flags age, civil status and religion as details you can remove.

LinkedIn (three headlines and an About section), JobStreet (a personal summary) and Indeed (headlines and a summary). Each comes with a list of skills to add that your background shows.

It compares your resume with the job post: up to seven requirements marked shown, partly or not shown, a one-line verdict, keywords to add only if they’re true, two stronger bullets, the gaps to cover and whether to apply.

No. The apps run in your web browser, on a computer or a phone. Open one, fill in the fields and copy the result.

Start with the job you want next

Open the Job Seeker Kit and turn your own notes into resume bullets for it.

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