AppliAid
How it worksWhat you get
Sign inJoin
For STEM job seekers

A fit engine that knows you beyond your bullet points

Paste a job description. The engine judges it against your career graph — every result, method, and publication you can actually prove — and tells you where you stand before you spend an evening applying.

Run your first fitHow it works

No fabricated bullets, ever — every line in every document cites a record you own.

Paste a posting
Run fit analysis
Parsing 19 requirements from the posting…
Judged against your graph
Ultrasensitive immunoassay development✓ met
Clinical sample testing at scale✓ met
5+ years post-PhD industry experience~ partial
85 /100strong · apply18 met · 1 partial · 0 gaps
The engine asks back

What CLSI guidelines did you work with, and for which assays?

EP05, EP06, EP07, EP09 and EP17 under ISO 13485…

✓ Landed in your graph as a stated record
The next fit run — and every document — now knows it.
Resume, written from evidence
●
cites 3 records
●
cites 2 records
●
cites 2 records
fits two pagesDownload docx
Paste
Judge
Close gaps
Generate
Every requirement
judged one by one, with evidence
Zero fabrication
each bullet cites the record behind it
Two pages, exactly
resumes calibrated to fill, not overflow
Gaps stay visible
the report says stretch when it is one

One source of truth. Every document drawn from it.

Your career graph holds what you have actually done. Everything the engine writes — fit reports, resumes, letters, interview prep — cites it.

1

The fit, honestly

A 0–100 score with a verdict you can trust, because every requirement is judged against evidence — met, partial, or gap, with the reasoning shown.

2

A career graph, not a resume file

Positions, results, methods, publications — typed records with provenance. Imported from your history or stated by you; inferred content never reaches a document.

3

Resumes with citations

Every bullet cites the records it was written from, your defining project per role is guaranteed on the page, and the whole thing is calibrated to exactly two pages.

4

Letters and interview prep

Cover letters where each paragraph traces to sources. Prep packs with live company research, likely questions, and the honest line to hold when they probe a gap.

5

The engine asks back

When a gap looks closable, it asks a pointed question. Your answer lands in the graph as a stated record — and the next fit run knows it.

6

Progress you can watch

Generation takes a minute or three. You see each step as it runs — parsing, judging, writing — not a frozen button.

How it works

1

Paste a posting

The engine parses the job description and lands every requirement — must-haves, nice-to-haves, responsibilities.

2

Get the honest verdict

Each requirement is judged against your graph. You see the score, the evidence, and what is genuinely missing.

3

Generate with provenance

Resume, cover letter, interview prep — written from your records, citing them, tailored to this posting.

Sign in and run a fit
AppliAidBuilt on your record. Honest by construction.