Turn daily Twitter mentions into ready-to-post content ideas

Every morning, AI scans your brand's Twitter mentions, spots problems people are having, and drafts posts your team can approve.

How the work actually flows

It branches. Exactly one path is taken; runs once per each twitter mention.

Pattern: Exclusive Choice (4) · Multiple Instances without Synchronization (12)

flowchart TD trig(["every morning scheduled search"]):::trigtime s0["search twitter mentions"]:::task s1["summarize trends and pain points"]:::task s2[["score mention sentiment"]]:::mi s3["draft content posts"]:::task s4(("send drafts to team")):::human trig --> s0 s0 --> s1 s1 -->|"one per each twitter mention"| s2 s3 --> s4 gx{"× is sentiment positive"}:::gate s2 --> gx p00["discard mention"]:::task gx -->|"positive mention"| p00 p10["continue to drafting"]:::task gx -->|"neutral or negative mention"| p10 p00 --> s3 p10 --> s3 out[/"content ideas drafted for review"/]:::out pay{{"steady content pipeline without manual research"}}:::pay s4 --> 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 stepRuns once per itemA personOne path onlyResultPayoff
Build size
Standard

A mid-size build with several tools working together.

Business functions
AI Agents & Autonomous SystemsContent Generation & CopywritingMessaging & NotificationsSpreadsheet & Database OpsResearch & Market IntelligenceSurvey & Feedback
Connects
TwitterOpenAIGoogle SheetsSlack

The problem it solves

You want to know what people are saying about your brand online, but scrolling Twitter every day isn't realistic when you're running the business. Good content ideas come from real conversations, but by the time you notice a trend it's already old news, and drafting posts from scratch eats into time you don't have.

Who it fits

Marketing teams or small business owners who want a steady stream of social content without constant manual research.

How it works

  1. Every morning, the system searches Twitter for mentions of your brand or keywords
  2. AI summarizes the trends and pain points people are talking about
  3. Each mention is scored as positive, neutral, or negative, and only the negative or neutral ones move forward
  4. AI turns those pain points into content ideas and drafts posts, saving them to a spreadsheet
  5. Your team receives the drafts in Slack for review and approval
What you get

Content drafts ready for your team's approval

Every morning your team gets fresh content ideas and drafted posts pulled from Twitter mentions, ready to review and approve in Slack.

What you get

A spreadsheet of tracked content ideas plus ready-to-review draft posts sent to your team.

What you need

A Twitter/X developer account, an OpenAI account, a Google Sheets account, and Slack.

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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