AI chatbot that recommends articles and answers reader questions

Adds a chat assistant to your website that recommends related articles and answers visitor questions.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4) · Simple Merge (5)

flowchart TD trig>"visitor asks a question"]:::trig s0["classify what visitor wants"]:::task s1["deliver response in chat"]:::task trig --> s0 gx{"× recommend article or answer"}:::gate s0 --> gx p00["match interest to article"]:::task gx -->|"find matching article"| p00 p10["pull answer from content"]:::task gx -->|"answer from page content"| p10 jn{"○ show in chat"}:::gate p00 --> jn p10 --> jn jn --> s1 out[/"relevant answer or article shown"/]:::out pay{{"visitors stay engaged longer"}}:::pay s1 --> 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 stepOne path onlyPaths rejoinResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsAI Chatbots & Assistants
Connects
Mistral AIWordPress

The problem it solves

Visitors land on your site, skim one article, and leave without finding the other content that would actually keep them engaged. You don't have the staff to personally guide every reader to what they're looking for.

Who it fits

Website owners who want to keep visitors engaged with relevant content and quick answers.

How it works

  1. A visitor opens the chat widget and asks a question or browses topics.
  2. AI classifies what the visitor is looking for.
  3. The system matches their interest to relevant articles or pulls an answer from the page content.
  4. The visitor gets a recommendation or direct answer right in the chat window.
What you get

Visitors who find the right article fast

Your site visitors get instant article recommendations and answers to their questions right in the chat window.

What you get

Real-time article recommendations and answers delivered to website visitors through a chat widget.

What you need

A website that can embed a chat widget and an API key for the AI language model.

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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