Research the web and score content ideas for your campaigns

An AI assistant that searches the web, pulls facts from your knowledge base, and scores content before you publish it.

How the work actually flows

A straight line.

Pattern: Sequence (1)

flowchart TD trig>"research request arrives"]:::trig s0["search the web for facts"]:::svc s1["search internal knowledge base"]:::svc s2["AI scores or drafts content"]:::svc s3["deliver researched answer"]:::task trig --> s0 s0 --> s1 s1 --> s2 s2 --> s3 out[/"researched answer or scored draft"/]:::out pay{{"evidence-backed decisions faster"}}:::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 stepAn outside serviceResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsAI Chatbots & AssistantsSEO & Search OptimizationResearch & Market Intelligence
Connects
OpenRouterSerperOpenAI

The problem it solves

You need to fact-check claims and gauge how a social post or campaign message will land before it goes out, but manually researching each topic and testing messaging takes too long. Your team ends up publishing on gut feel instead of evidence.

Who it fits

An advocacy organization or campaigns team that needs fast, evidence-backed research and message testing.

How it works

  1. A request comes in asking for research or content evaluation on a topic
  2. The system searches the web and scrapes relevant pages for facts
  3. It searches your own knowledge base for relevant background
  4. An AI model scores or drafts content based on what it found
  5. You receive a researched answer or a scored piece of content
What you get

Research findings and content scores for your review

You get web-researched answers and content scored against your own knowledge base, ready for you to review before it goes out.

What you get

A research summary or a scored draft ready for review.

What you need

Accounts with an AI model provider, a web search API, and a scraping service.

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

Related automations

Find declining pages and republish AI-optimized SEO content

The system finds pages losing search rank, studies top competitors, rewrites the content with AI, and republishes it on WordPress.

Standard

Get a fact-checked research report on any topic automatically

The system searches the web, pulls full articles, and writes a verified report so you skip hours of manual research.

Advanced

Generate an in-depth research report on any topic automatically

You type in a topic, and the system searches the web, reads the results, and writes a full report for you.

Advanced

Run a WhatsApp expert chatbot that also promotes your content

A WhatsApp assistant answers your customers' questions in its area of expertise while naturally promoting your channel.

Advanced
Back to the AI Playbook