ApplyFast uses AI to read your uploaded documents and build your applicant profile. The better formatted your files are, the more accurately every field gets extracted — and the less you'll need to fix before hitting Autofill.
📄 5 min read · Read before uploading
Overview
How ApplyFast reads your documents
When you upload a PDF, ApplyFast sends it to an AI model that extracts specific fields and maps them to your profile. It parses three types of documents — each one populates a different part of your profile.
Document
What it populates
Upload type
Resume
Personal info, experiences, activities, achievements
Resume
Transcript
GPA, science GPA, schools attended, course history
Transcript
Activity list
Experiences with hours, dates, supervisors, descriptions
Activities
💡
Best results: Upload all three documents. Your resume handles personal info and experience names, your transcript handles all academic data, and a dedicated activity list gives the AI the structured hour/date data it needs to fill every experience field completely.
Document 1
Resume
Your resume is the primary source for personal info and your list of experiences. Use a clean, single-column, text-based PDF — not a designed template with columns or graphics, which confuses the AI.
Format rules
✓ Do
✓Use a single-column layout
✓Export as a real PDF (not a screenshot)
✓Include full date ranges for every entry
✓Spell out organization names in full
✓Include your email, phone, and address at the top
✓List hours explicitly per entry
✓Include supervisor name and title where possible
✗ Don't
✗Use multi-column or graphic-heavy templates
✗Upload a photo of your resume or a scanned image
✗Use only years (e.g. "2023") — include month
✗Use abbreviations for org names
✗Leave dates or hours blank
✗Put awards and honors in the experience section
Writing hours so the AI finds them
Hours are the field most often missed. Write them explicitly in the description or directly under the entry title.
Experience entry✓ Works well
Patient Care Technician — St. Luke's Medical Center, Boise, ID
June 2022 – August 2024 · 450 total hours · Supervisor: Jane Smith, RN
Provided direct patient care in a 32-bed medical-surgical unit including vital signs, ADLs, and EKG monitoring.
Experience entry✗ Will miss hours & dates
Patient Care Tech — St. Luke's2022–2024
Assisted nursing staff with patient care duties.
⚠️
Achievements are separate. Scholarships, awards, and publications should appear in their own "Awards & Honors" section on your resume — not inside your experience descriptions. ApplyFast will correctly route them to your Achievements profile rather than mixing them with activities.
Document 2
Transcript
Your transcript is used to extract your overall GPA, science GPA, schools attended, and individual course history. ApplyFast accepts unofficial transcripts — you don't need to pay for an official copy just for this step.
Format rules
✓ Do
✓Download directly from your student portal (text-based PDF)
✓Include all completed semesters
✓Include unofficial transcripts from every institution you attended
✓Make sure cumulative GPA is printed on the transcript
✓Upload one PDF per institution if you attended multiple
✗ Don't
✗Upload a photo or scan of a paper transcript
✗Upload a screenshot (text won't be readable)
✗Upload only one semester thinking it covers everything
✗Upload a grade report instead of an official-layout transcript
ℹ️
Science GPA: ApplyFast will attempt to calculate your science GPA from Biology, Chemistry, Physics, and Math courses. If your transcript doesn't clearly group these, you can manually enter or correct your science GPA in the Profile Editor after extraction.
What gets extracted from your transcript
Field
Example
Importance
Cumulative GPA
3.72
Critical
Science GPA (BCPM)
3.65
Critical
School name
University of Idaho
Required
Degree & major
B.S. Biology
Required
Start / end dates
Aug 2020 – May 2024
Required
Course rows
CHEM 101, 4 credits, A
Optional
Document 3 · Recommended
Activity list
This is the most valuable document you can upload. Your resume gives activity names, but a dedicated activity list gives ApplyFast the structured data — hours per week, number of weeks, supervisor details, org address — needed to completely fill every field on the AADSAS, CASPA, AMCAS, PharmCAS, and OptomCAS experiences forms.
💡
Don't have one yet? Create one before uploading. It takes 30 minutes and will save you hours of manual corrections. The template below is designed specifically for ApplyFast's extraction format.
Format rules
✓ Do
✓Include one entry per experience
✓Write full organization name and address
✓Include both hours/week AND total hours
✓Include supervisor first name, last name, and title
✓Use the exact experience type labels (see table below)
✓Mark whether each experience is paid or volunteer
✓Export as a text-based PDF
✗ Don't
✗Mix awards/honors into your experience list
✗Leave supervisor fields blank if you have the info
✗Write vague hours like "ongoing" or "varies"
✗Use abbreviations for experience types
✗Omit the organization address
Experience type labels
Use these exact category names in your activity list — ApplyFast maps them directly to the dropdown on each CAS form.
Copy this format for each experience in your activity list document:
Activity list entry template✓ Recommended format
Experience Title: Patient Care Technician
Experience Type: Healthcare Experience
Organization: St. Luke's Medical Center
Address: 190 E Bannock St, Boise, ID 83712
Supervisor: Jane Smith, RN
Start Date: June 2022
End Date: August 2024
Hours per Week: 24
Total Hours: 450
Paid/Volunteer: Paid
Description: Provided direct patient care in a 32-bed medical-surgical unit. Responsibilities included vital signs, ADLs, EKG monitoring, and communication with the nursing team.
---
Experience Title: Dental Shadowing — Dr. Rodriguez
Experience Type: Dental Experience
Organization: Boise Family Dentistry
Address: 500 S 8th St, Boise, ID 83702
Supervisor: Carlos Rodriguez, DDS
Start Date: January 2023
End Date: May 2023
Hours per Week: 4
Total Hours: 60
Paid/Volunteer: Volunteer
Description: Observed comprehensive dental examinations, restorations, extractions, and patient consultations in a private practice setting.
After uploading
Review your profile before autofilling
After uploading, always open the Profile Editor inside the extension and verify these fields before hitting Autofill on any application. Even a perfectly formatted document may need a small tweak.
Check this
Why it matters
Total hours per activity
CAS forms use total hours to flag incomplete entries — wrong numbers can cause form errors
Experience type category
Maps directly to the dropdown — wrong category means the wrong section gets filled
Start and end dates
Must be month + year — day-only or year-only dates will fail validation on AADSAS
Organization state/country
These are dropdowns on CAS forms — make sure the state abbreviation is correct
GPA values
Confirm overall and science GPA match your official transcript exactly
Supervisor name
AADSAS requires first and last name separately — the AI will split them, but verify
💡
Spend 10 minutes here. A quick review before autofilling means zero corrections per-school. Skipping it means fixing the same typo 15 times — once per application.
Troubleshooting
Common issues and fixes
Fields came out blank or wrong
⚠️
This almost always means the uploaded PDF was a scanned image rather than a real text-based PDF. Open your file in Preview — if you can't highlight and copy the text, it's a scan. Download a fresh copy from your student portal or convert it using your university's transcript download tool.
Courses appeared in my activity list
This happens when the AI mistakes course data in a resume for activity entries. Fix: use the Profile Editor to delete the incorrect entries, then re-upload your transcript as a dedicated "Transcript" document type (not "Auto-detect").
Hours show as null or 0
The AI couldn't find a number it recognized as hours. Update your document to include an explicit statement like 450 total hours or 24 hrs/week · 19 weeks, then re-upload. You can also edit the hours directly in the Profile Editor without re-uploading.
GPA is wrong or missing
Your transcript may not have printed the cumulative GPA prominently. Check that your downloaded PDF includes the GPA summary line (usually at the bottom of the last semester). You can always type your GPA directly into the Profile Editor.
Still seeing issues?
ℹ️
Email support@getapplyfast.com and include the issue you're seeing. As a founder-supported product, every question gets a real response — usually within 24 hours.
Ready? Let's fill your applications.
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