Automation#Paid#Advanced#API required

Automate Airbnb Bookings

Inbox-zero on Airbnb — Claude reads every guest message and Make.com posts calendar holds before you wake up.

The flow
Claude logo
Source
Claude
Make logo
Process
Make
Airtable logo
Destination
Airtable

The stack in the order it runs — data flows from the source through to where it lands.

Why this stack

Claude > GPT for nuanced guest-tone matching: it catches the "are pets okay?" sub-question buried in a friendly paragraph and answers it without sounding like a bot.

Make.com over Zapier because per-operation pricing is 3–4× cheaper at the volume Airbnb generates, and Make's visual branching handles the "if discount asked, escalate to me; else auto-reply" logic cleanly.

Airtable holds the conversation history + flag state so I can audit any guest exchange months later without scrolling Slack.

The stack (3)

  1. Claude logo
    ClaudeOpen

    Long-context reasoning model from Anthropic — my daily driver for nuanced writing and orchestration.

    Better tone-matching and longer working memory than GPT for the tasks I care about most: guest messages, drafts, code review.

  2. Make logo
    MakeOpen

    No-code automation builder. Visual scenarios that chain APIs and AI calls.

    Per-operation pricing is cheaper than Zapier at the volumes I run, and the visual editor handles branching cleanly.

  3. Airtable logo
    AirtableOpen

    Relational database with a spreadsheet face. Operational memory for every workflow I run.

    The audit trail across views, automations, and webhooks is unmatched in no-code land.

How it runs

  1. 1

    Wire Airbnb → Make webhook

    Forward every new message via Airbnb’s native email-to-host stream into Make. Parse out the listing, guest name, and message body.

    uses Make
  2. 2

    Send to Claude with a tight system prompt

    System prompt clarifies tone, escalation rules, and "never quote prices not in the listing". Pass the conversation history with each call so Claude doesn’t re-introduce itself every reply.

    uses Claude
  3. 3

    Log + reply (or escalate)

    Write Claude’s draft into Airtable with a confidence score. Auto-send if confidence > 0.8; else ping me in Slack with the draft preloaded.

    uses Airtable

Want me to build this for you instead?

Product Audit and CTO Mode run out of this same thinking. If you’re reading this thinking “I want this, but in my product” — let’s talk.

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