Anatomy of a Conversation

Written By Chad McGuire (Sparrow Intel)

Overview

A conversation looks simple — just a back-and-forth thread — but every conversation has structure underneath. Knowing what's there helps you read faster, reply faster, and know what your rules and Autopilot settings can act on.

This lesson is a vocabulary lesson. Open any conversation alongside it and match what you read to what you see.

Conversation vs. post

A conversation is the entire thread between you and a single guest about a single reservation, on a single channel. One Airbnb thread = one conversation. The same guest reaching out via email = a separate conversation.

A post is one message inside that conversation. Posts can come from:

The guest
An agent on your team (a manual reply)
Chirp AI (an Autopilot-sent reply)
The channel itself (system messages from Airbnb, for example)

When this curriculum (or the platform) says "post," we mean an individual message. When we say "conversation," we mean the full thread.

Conversation-level fields

Every conversation has metadata you can see on the right-hand panel and use as filters or rule conditions:

Field	What it is
Guest	Name, email (if available), phone (if available)
Reservation	Confirmation code, arrival/departure dates, OTA, status (booked/cancelled), property
Property	The listing or unit the reservation is tied to
Channel / source	Where the conversation lives (Airbnb, Email, etc.)
Status	Open or Closed
Assignee	Which agent owns the conversation right now (if anyone)
Labels	Custom tags your team applies
Conversation sentiment	The cumulative sentiment across the thread, updated with every new post

Conversation-level fields describe the whole thread. They change as things evolve.

Post-level fields

Each individual post also carries its own structured information:

Field	What it is
Body	The actual message text/HTML
Sender	Guest, agent, AI, or system
Sent on	Timestamp
Attachments	Files or images included with the message
Language	Auto-detected language of the post
English translation	Always stored, even if the post is already English — useful for non-English conversations
Sentiment	Per-post sentiment (positive/negative/neutral/mixed)
Action items	Concrete things the guest is asking for (e.g., "early check-in")
Cleaning issues	Cleaning problems mentioned (e.g., "bathroom wasn't cleaned")
Maintenance issues	Maintenance problems mentioned (e.g., "AC isn't working")
Intent category	What the message is about — Routine Inquiry, Issue Report, Complaint, Booking Modification, Emergency, etc.

Most of this is generated by Chirp AI the moment a post arrives. You don't have to tag anything by hand.

What "sentiment" actually means

Two different sentiment values show up in the UI, and they are not the same thing:

Post sentiment — how the individual message reads. A guest opening with "we love this place but..." might still be neutral or negative on their next post.
Conversation sentiment — Chirp AI's read on how the whole thread is trending, taking the latest post and the history together. This is the one most rules and Autopilot decisions use.

If a guest had a rocky first night and is now happy after a fix, the latest post might be positive but the conversation sentiment may stay mixed for a while. That's a feature, not a bug — it reflects reality.

The context panel: what's on the right

Open any conversation and look at the right-hand panel. Top to bottom you'll typically see:

Guest & reservation — name, channel, dates, property, OTA, status
Conversation analysis — sentiment summary, action items, cleaning/maintenance issues, intent categories
Knowledge snippets — relevant snippets your team (or AI) has surfaced for this conversation
Internal notes / discussion — your team's private side-channel for this thread (covered in detail in Working as a Team)

Some sections only show when there's something to display — a conversation with no detected issues won't show an empty "Issues" block.

A few terms you'll see in the UI

Generated draft post — an AI-written reply that hasn't been sent yet, awaiting your approval
Internal discussion — the private team thread on a conversation; never sent to the guest
Knowledge snippet — a reusable piece of property/policy info your team or Chirp AI can pull into a reply
Support thread — specifically, an Airbnb support ticket thread (different from a guest message thread; Autopilot treats these separately)

You'll meet all of these properly in upcoming lessons.

Up next

You know how to find conversations and what's in them. Time to Reply to a Guest.