Answer common questions and follow up on leads automatically

The system replies to common questions from your knowledge base and follows up automatically if a lead goes quiet.

How the work actually flows

It branches. Exactly one path is taken.

Pattern: Exclusive Choice (4)

flowchart TD trig>"new message or lead arrives"]:::trig s0[("search faq knowledge base")]:::store s1["reply with answer"]:::task trig --> s0 s0 --> s1 gx{"× does lead respond"}:::gate s1 --> gx p00["conversation continues"]:::task gx -->|"lead responds"| p00 p10["send automatic follow-up"]:::task gx -->|"no response"| p10 p00 --> out p10 --> out out[/"instant answers and follow-ups sent"/]:::out pay{{"fewer repetitive replies fewer lost leads"}}:::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 stepA record or sheetOne path onlyResultPayoff
Build size
Advanced

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

Business functions
AI Agents & Autonomous SystemsAI Chatbots & AssistantsKnowledge Base & RAG
Connects
OpenAIAirtablePineconeHubSpot

The problem it solves

You keep answering the same questions over and over instead of doing higher-value work. Leads that do not respond right away often get forgotten, and by the time you follow up the moment has passed.

Who it fits

Service businesses, sales teams, or support teams who handle repetitive questions and slow-to-respond leads.

How it works

  1. A new message or lead comes in through your chosen channel
  2. The assistant searches your FAQ or knowledge base for the best answer
  3. It replies right away in plain, on-brand language
  4. If nobody responds, it sends a polite follow-up automatically
  5. Every conversation is remembered so context is never lost
What you get

Common questions answered without you typing

Common customer questions get answered instantly from your knowledge base, and quiet leads receive a polite automatic follow-up.

What you get

Instant answers to common questions and automatic follow-up messages for unresponsive leads.

What you need

An OpenAI API key, a knowledge base such as Notion or Google Docs, and optionally a CRM like HubSpot or Airtable.

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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