Auto-reply to emails with AI and track reply quality over time

Replies to incoming emails with AI and logs a feedback link so you can track and improve response quality.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4) · Transient Trigger (23)

flowchart TD trig>"email arrives from specified sender"]:::trig s0["AI drafts reply"]:::svc s1["send reply with feedback link"]:::task s2[("log email and reply")]:::store trig --> s0 s0 --> s1 s1 --> s2 gx{"× does recipient click feedback link"}:::gate s2 --> gx p00["record feedback rating"]:::task gx -->|"recipient clicks link"| p00 p10["no further action"]:::task gx -->|"recipient does not click"| p10 p00 --> out p10 --> out out[/"sent reply with logged feedback"/]:::out pay{{"faster replies with visibility into quality"}}:::pay 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 stepAn outside serviceA record or sheetOne path onlyResultPayoff
Build size
Advanced

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

Business functions
Email AutomationSpreadsheet & Database OpsWeb Scraping & Data CollectionAPI & Webhook Integration
Connects
GmailGoogle SheetsOpenAI

The problem it solves

Responding to routine inbound emails takes time, but generic canned replies frustrate customers. You also have no easy way to know whether your automated replies are actually landing well.

Who it fits

Support or sales teams that handle a steady stream of similar inbound emails.

How it works

  1. An email arrives from a specified sender
  2. AI reads the message and writes a reply
  3. The reply is sent back with a feedback link included
  4. The original email and AI reply are logged to a spreadsheet
  5. If the recipient clicks the feedback link, their response is recorded against that reply
What you get

Replies that go out while you're still deciding

Incoming emails get a written reply automatically, with a feedback link attached so you can see how well it landed.

What you get

A sent AI reply plus a spreadsheet log of every exchange and its feedback rating.

What you need

A Gmail account, a Google Sheets 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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