Generate and score Facebook ad headlines with AI

You describe a product and AI writes, grades, and emails you the best Facebook ad headline.

How the work actually flows

It repeats. Repeats headline fails grading.

Pattern: Sequence (1) ยท Structured Loop (21)

flowchart TD trig>"user submits product description form"]:::trig s0["draft ad headline"]:::task s1["build grading scorecard"]:::task s2["grade headline against scorecard"]:::task s3["email approved headline"]:::task trig --> s0 s0 --> s1 s1 --> s2 lp{"headline passes quality score"}:::gate s2 --> lp lp -. "headline fails grading" .-> s0 lp -->|"finished"| s3 out[/"graded headline delivered"/]:::out pay{{"strong ad copy without a copywriter"}}:::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
Starts itA stepRepeat or finishResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
AI Agents & Autonomous SystemsSocial Media ManagementContent Generation & CopywritingEmail AutomationSurvey & Feedback
Connects
GmailOpenAI

The problem it solves

Writing ad headlines that actually stop the scroll takes real skill, and testing different angles by hand is slow. You either pay a copywriter for every batch of ads or settle for whatever headline you can come up with under deadline pressure.

Who it fits

A small business owner or marketer running Facebook ads who wants strong headlines without hiring a copywriter.

How it works

  1. You submit a short product description through a form
  2. AI drafts a Facebook ad headline based on that description
  3. AI builds a scorecard covering clarity, relevance, and hook strength
  4. AI grades the headline against that scorecard and decides if it needs another pass
  5. The approved headline is emailed to you through Gmail
What you get

Ad headlines graded before you run them

You receive a Facebook ad headline that has already been drafted and scored for clarity, relevance, and hook strength.

What you get

A finished, AI-graded Facebook ad headline delivered to your inbox.

What you need

A Gmail account 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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