Flag misinformation and manipulation risks in content automatically

A team of AI agents scans content for disinformation patterns and logs risk scores to Google Sheets.

How the work actually flows

It branches. Every path runs; all paths must finish before it continues.

Pattern: Parallel Split (2) ยท Synchronisation (3)

flowchart TD trig(("content submitted for review")):::human s0["dispatch content to checks"]:::task s1["combine risk scores"]:::task s2[("log risk assessment")]:::store trig --> s0 s1 --> s2 gx{"+ which checks apply"}:::gate s0 --> gx p00["scan for disinformation themes"]:::task gx -->|"theme detection"| p00 p10["check bot-like posting patterns"]:::task gx -->|"behavior analysis"| p10 p20["match known manipulation tactics"]:::task gx -->|"tactic matching"| p20 jn{"+ combine risk scores"}:::gate p00 --> jn p10 --> jn p20 --> jn jn --> s1 out[/"structured risk assessment logged"/]:::out pay{{"consistent misinformation flagging at scale"}}:::pay s2 --> 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 stepA personA record or sheetEvery pathWaits for allResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsSpreadsheet & Database Ops
Connects
OpenAIGoogle Sheets

The problem it solves

Spotting coordinated misinformation campaigns by hand means digging through patterns, timing, and language tricks across huge volumes of content, which is slow and easy to get wrong under pressure. You need a consistent way to flag real risks without missing them.

Who it fits

A trust and safety team, media analyst, or platform moderator assessing content for manipulation risks.

How it works

  1. You submit content for review
  2. One AI assistant looks for recurring disinformation themes
  3. Another checks for coordinated, bot-like posting behavior
  4. A third matches the content against known manipulation tactics
  5. The combined risk assessment is logged to Google Sheets
What you get

Risk scores that guide your next review

You get a clear risk assessment of content for disinformation and manipulation patterns, logged for your team.

What you get

A structured risk assessment for each piece of content, logged in Google Sheets for tracking.

What you need

An OpenAI API key and a Google Sheets account.

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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