Score candidate resumes automatically from Google Drive to Sheets

Reads every resume in a Google Drive folder, has AI score each candidate, and logs the results in Sheets.

How the work actually flows

A straight line. Runs once per one per resume file.

Pattern: Multiple Instances without Synchronization (12)

flowchart TD trig(("resumes ready in drive folder")):::human s0[["read each resume file"]]:::mi s1["extract resume text"]:::task s2["AI scores candidate"]:::svc s3[("log score in sheet")]:::store trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"sheet listing every candidate scored"/]:::out pay{{"quick consistent shortlist of candidates"}}:::pay s3 --> out out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
A stepAn outside serviceRuns once per itemA personA record or sheetResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
AI Agents & Autonomous SystemsDocument Processing & OCRSpreadsheet & Database OpsFile & Cloud Storage
Connects
Google DriveGoogle SheetsOpenAI

The problem it solves

Reading through a stack of resumes and scoring each one consistently takes forever, and it's hard to compare candidates fairly when you're doing it by eye. You need a quick, consistent shortlist without reading every resume line by line.

Who it fits

Recruiters or hiring managers screening a batch of resumes for a specific role.

How it works

  1. You start the automation once your resumes are in a Google Drive folder
  2. It opens each PDF resume and pulls out the text
  3. AI scores each candidate against the role's requirements
  4. Results are logged or updated in your Google Sheet, matched by email
What you get

Scored resumes ready to compare side by side

Every resume in your folder gets scored against the role's requirements and logged in a spreadsheet, ready for you to compare candidates side by side.

What you get

A Google Sheet listing every candidate with an AI-generated score, ready to sort and shortlist.

What you need

A Google Workspace account (Drive and Sheets) and an OpenAI API key.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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