A customer stuck in a menu
The question was off the tree.
Facebook Messenger AI for Pages that get the same questions all day
Facebook Messenger AI chatbot that drafts replies from approved answers inside the 24-hour window and hands bookings, refunds and anything sensitive to a person
A Facebook Page may send a standard message only inside 24 hours after the customer writes, and needs the pages_messaging permission and the recipient's identifier on that Page. BoldBellows notes the sender, the Page and the conversation before touching a destination, proceeds only after the Page's permissions have been read and recorded, then records each conversation's deadline, hands the model the message as quoted data beside your approved answers, validates the structured draft and sends only what a person has approved or what an allowed, low-risk class covers. A conversation near its deadline is flagged so a person can reply before it closes.
View Pricing
From $1,095, paid once. Draft Messenger replies with AI.
- Draft Messenger replies with AI
- 24-hour window tracked
- A person for sensitive cases
What the Facebook Pages AI route has to show you
- Window trackeda deadline on every chat
- Approved answers onlyno invented policies
- People for sensitive topicsmoney and bookings go human
- Every reply loggeddraft, approver and send time
- Owned exceptionsEvery blocked record names the person who resolves it
- Your budget stays putfrom $1,095, and the configurator keeps the running total in view
B2Before and after
A Messenger bot with a decision tree loops customers through menus and loses the ones with real problems
The bot offers five buttons and a menu. A customer with a question that is not on the menu types it three times and gives up, a booking change is mishandled because the tree has no branch for it, and a message sent after the window closes simply fails. Meanwhile nobody knows which conversations were about to expire, and the replies the bot does send are the same sentences every time.
Sound familiar?
A booking change mishandled
No branch existed.
A message after the window closed
Deadlines were not tracked.
A refund promised
The bot invented a policy.
A message from a stranger obeyed
Text was read as instruction.
Replies in a burst refused
Sending ignored limits.
The same Page, with answers that are fast and correct
Before
- Each Facebook Pages notification creates a new proposal
- A decision tree handles only what it was drawn for
- Windows close without anyone noticing
After
- The sender's Page-scoped ID, the conversation, the knowledge version and the model run, combined decides create or update
- Drafts come from approved answers with deadlines tracked
- Sensitive conversations reach a person in time
D4How it works
How a Messenger message becomes an approved reply sent inside the window
For Facebook Messenger AI Chatbot, the route judges the change first, then finds the proposal by its key and writes only what is missing.
1. Read and judge the change
The Facebook Pages event is verified, its account, resource and time are recorded, and the Page event is tested against your written rule.
2. Receive, classify, draft
The message arrives by webhook with its deadline, is classified, and a draft is made from approved answers.
3. Approve, send, hand over
A person approves or edits, the reply is sent inside the window, and sensitive cases are handed over with context.
E5Inside your workflow
What the Messenger AI route is made of, and what each part decides
Essentials decides which changes count and fixes identity. Workflow builds and writes each proposal.
Essentials
Eligibility reader
Checks each incoming Facebook Pages Page event against your written rule and records the verdict.
Essentials
Stable identity ledger
Gives every Facebook Pages proposal an identity made of the object, the model run and the policy, then stores the decision under it.
Essentials
Field map guard
Only the Facebook Pages values on the written map are shaped for the AI workflow; everything else stays where it began.
Workflow
Window and draft writer
Tracks each deadline and prepares the draft from approved answers.
Workflow
Conversation matcher
Uses the sender's Page-scoped ID, the conversation, the knowledge version and the model run, combined to tell create, update, already done and unclear apart.
Workflow
Topic and approval matrix
Decides which topics are drafted, which go after approval and which go straight to a person.
Control
Conversation register
Compares current Facebook Pages state with each proposal and ages every difference.
Control
Window and permission monitor
Warns of windows about to close and any lost messaging permission.
Control
Exception board
Lists every blocked, ambiguous or refused the AI workflow write with an owner and an age, on the Facebook Messenger AI Chatbot service.
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G7Who it is for
For professional services firms and draft Messenger replies from approved answers inside the 24-hour window, and hand sensitive conversations to a person
Customers message your Page with real questions. A model can draft the answers while a person decides what is sent.
Customer care lead
"Do not miss a window."
Every conversation shows its deadline.
Page manager
"Common questions in seconds."
Drafts from approved answers wait for one tap.
Booking coordinator
"Changes need a person."
Bookings are handed to me with the details.
Owner
"No invented policies."
The model uses only the answers I approved.
Compliance lead
"Keep sensitive topics human."
Refunds and health questions never get an automatic draft.
Agency manager
"Several Pages."
Each Page has its own answers, tone and approvers.
Drafts, approvals and policies set the price
Quote your Messenger reply assistant, choice by choice
Essentials begins at $1,095.
View Pricing
One setup fee
I9Your options
Which way to bring AI to Messenger: a decision tree, a generic zap or a window-aware draft-and-approve route
Each can answer a message. Only one tracks the window and keeps sensitive topics human.
| How a run starts | A decision-tree bot | A generic AI zap for Messenger | Our window-aware draft-and-approve route |
|---|---|---|---|
| What starts the work | Someone notices a change | Any configured event fires | A qualified Page event passes an explicit admission rule |
| How identity is decided | Staff search names or email | A visible field is assumed unique | One key: sender, conversation and knowledge version |
| What reaches the AI workflow | Whatever someone copies | A flat field bundle | A sourced draft inside the window, approved or handed over |
| After an uncertain result | Two people compare both systems | The task retries or stops | Looks up, compares, then repairs or assigns |
An older event arrives after a newer state
The event time is compared with the stored state, so a late Facebook Pages change is logged and cannot overwrite a newer proposal.
A customer asks to change a booking nineteen hours into the window
The topic is flagged as a booking change, no draft is written, the conversation is assigned to the coordinator with the details, and the remaining time is shown. The sender's Page-scoped ID, the conversation, the knowledge version and the model run, combined is searched and the candidate is compared with what was intended, then one of four results is recorded.
Connect Facebook Pages to the AI workflow through the sender's Page-scoped ID, the conversation, the knowledge version and the model run, combined first; every proposal and every repair check depends on it.
Pricing
Build your Facebook Pages AI Messenger Chatbot price
Pick a package, answer three short questions about how Facebook Pages data should reach AI Messenger Chatbot, and your price and turnaround move as you choose.
J11The process
Six steps to a Messenger assistant that respects the window
Six steps, each with a named output, take the route from brief to a monitored launch.
-
Day 1
Choose the topics
We list what a model may draft, what always goes to a person and who approves each kind.
-
Access review
Approve access
We set up read access in Facebook Pages, choose how the model is reached and agree what every decision record will contain.
-
Build phase
Write the answers and rules
Approved answers, always-human topics, the automatic classes you allow and the handover steps are agreed before a model reads a message.
-
Before you review
Test the awkward cases
Repeats, late events, missing values and permission loss are run against a test copy of the AI workflow first, for this Facebook Messenger AI Chatbot service.
-
Release day
Launch with notes
After the final test we enable the route and give you notes that name every owner and repair path.
-
Day 1
Watch the first weeks
For the first month we review the checkpoint log with you, look at retries and drift, and fix anything the real data reveals.
K12Turnaround
Package timings at a glance
Days are counted from approved Facebook Pages access and model setup.
Essentials
6 to 10 business days
Workflow
10 to 16 business days
Control
16 to 24 business days
L13Getting started
What to have ready
A Facebook Pages connection you are happy for us to test with
A Facebook Page with Messenger enabled, the answers you approve and a person who owns handover
Facebook Pages API access and the events you want the route to use
A written rule for the Page event that counts
A named person who owns exceptions and mapping decisions
Any existing automations in Facebook Pages or the AI workflow that touch the same data
M14Safety and ownership
Only approved fields travel, and neither product is patched
The model is given a bounded view of Facebook Pages, and its answer is validated and approved before the route acts on it.
Neither product is modified
Facebook Pages and the AI workflow are reached through their published interfaces; nothing inside either is changed.
Scoped, revocable access
Least-privilege access is the default, and it is documented.
Field minimisation
Notes, payment details and other Facebook Pages data stay in Facebook Pages.
Repair begins with a lookup
A retry reads the AI workflow by the sender's Page-scoped ID, the conversation, the knowledge version and the model run, combined first, so a doubtful reply never turns into a second proposal.
Minimal logging
The audit trail is made of IDs and decisions, not personal data.
Full handover
After handover you can maintain, change or retire the route on your own.
N15In their words
What BoldBellows clients say
Verified reviews from business owners who use BoldBellows automations every day, from marketing and sales to support and operations.
AI Customer Journey Automation
We wanted a smoother path from first contact to purchase. BoldBellows built an AI system that guides each customer there automatically.
It sends personalized messages, recommends products and follows up at just the right moment. Customer retention has improved dramatically.
AI Workflow Automation for Agencies
Running a digital agency with many clients was overwhelming. BoldBellows built one automation dashboard that tracks tasks, sends updates and creates client reports automatically.
Clients love the transparency and we love the time we get back. Productivity is up, and project delays have dropped to almost zero.
AI Video & Voice Automation
We publish product videos every week, and BoldBellows introduced us to AI video automation. The system writes the script, voices it and produces the finished video in minutes.
The quality is remarkable: professional voiceovers, clean visuals and smooth editing. Production time went from three days to under 30 minutes, and we scaled our video marketing without adding cost.
AI Email & Smart Inbox Management
Our inbox used to be chaos. BoldBellows built an AI email system that sorts messages, drafts replies and flags anything urgent.
It learns how we write and gets better every week. We reply faster and no longer miss important messages. It feels like having a personal assistant working around the clock.
AI Booking & Scheduling Automation
Our coaching business needed a better way to schedule. BoldBellows automated all of it: bookings, reminders, cancellations and follow-ups.
No-shows fell by 60% and clients enjoy how smooth it is. It feels personal, not robotic. One of the best upgrades we’ve made.
AI Translation & Localisation
When we expanded abroad we needed fast, accurate translations. BoldBellows built an AI translation system that turns our content into several languages instantly.
The translations read naturally and suit each culture. We now serve customers in five new countries without hiring translators. BoldBellows helped us go global.
AI HR & Recruitment Automation
Our HR team was drowning in applications. BoldBellows automated screening, skills-based filtering and interview scheduling.
It saves us hours every week and means we only interview qualified people. Hiring is now faster, better organized and more professional.
AI Accounting & Invoice Automation
BoldBellows automated our whole invoicing process: creating invoices, sending reminders and tracking payments.
Late payments dropped sharply, and our accounting team finally has time for strategy instead of repetitive admin. Worth every penny.
AI Data Entry & Reporting Automation
We used to spend hours collecting data and building weekly reports by hand. BoldBellows automated all of it.
The reports are clean, visual and easy to read, and our managers rely on them for quick decisions. Human error is gone and our numbers are more accurate across the board.
AI Chatbot & Customer Support
BoldBellows built an AI support chatbot for our online boutique, and it has changed how we run the business. We used to have two full-time staff answering the same questions all day. Now the AI handles order tracking, product recommendations and even refund requests on its own.
What surprised me most is how natural it sounds. Customers compliment the ‘agent’ without realizing it’s AI. Our support workload dropped by 75% and customer satisfaction went up dramatically.
AI Content & Social Media Automation
Our marketing agency couldn’t keep up with content. BoldBellows set up an AI content engine that writes blog posts and captions and even designs our social media creatives.
It spots trends and suggests topics for us, so we stay ahead of competitors. We now produce three times the content with the same team, and engagement has soared. They didn’t just automate our workflow, they lifted our whole brand.
AI Lead Qualification & Sales Automation
Our sales team wasted hours chasing cold leads. BoldBellows built an AI lead-scoring system that reads behavior, email engagement and buying signals.
It filters out weak leads and sends personalized follow-ups automatically, so our team only talks to people who are ready to buy. Conversions rose 40% in the first month. It paid for itself straight away.
AI E-commerce Listings Automation
BoldBellows automated our product listings. The AI writes descriptions, organizes photos and publishes listings across several marketplaces.
It even answers customer questions instantly. Our store looks more professional and sales have noticeably increased.
AI Document & Contract Automation
Onboarding was slow because we wrote every contract by hand. BoldBellows automated the lot: contracts, welcome emails and client setup.
What took 48 hours now takes under 10 minutes, and clients regularly tell us how professional it feels.
AI Social Comment & DM Automation
We get thousands of comments and messages every week. BoldBellows built an AI system that replies instantly, filters spam and surfaces the important ones.
Engagement is up and our page looks active around the clock. It’s like having a full social media team that never stops.
AI CRM Automation
Our CRM was barely used because updating it by hand was tedious. BoldBellows automated data entry, tagging, segmentation and follow-ups.
Now the CRM is always up to date and our campaigns are far more accurate. It improved our whole sales pipeline.
AI Voice Assistant
BoldBellows built a custom AI voice assistant for our customer hotline. It answers questions, books appointments and handles simple requests.
Customers love how fast it is, and our call-centre workload dropped dramatically. One of the smartest upgrades we’ve made.
AI Automation Partner
BoldBellows is hands-down the best AI automation partner we’ve worked with. Their systems are fast, reliable and built around how our business actually works.
Every automation they’ve delivered, from customer service to content, runs flawlessly. We’ve saved time, cut costs and grown faster than we expected.
P16FAQ
Messenger, AI and your customers: what Page owners ask
Short answers to what people ask before they book. Anything else can go in your quote request.
What does this add over a Facebook Pages AI action in a connector?
If you only need quick answers to the same questions, a zap will do it. It will not stay inside the 24-hour window, use only approved answers or hand over at the right moment. Closing those gaps is what this build is for.
What is the 24-hour window?
A Page can send a standard message within 24 hours of receiving the customer's message. The route tracks every deadline.
Will it reply automatically?
Only for classes you allow. Everything else is a draft that a person approves, and sensitive topics are never drafted.
What happens to a booking change?
It goes to a named person with the details. No draft is written.
Can it handle a decision tree too?
Yes. Fixed menus can sit alongside drafts for questions the menu cannot answer.
How is a person identified?
By a Page-scoped ID that is stored with the Page it came from.
Which model drafts the replies?
A model you have approved, with its prompt version kept on every draft.
Can we limit the model to a few Facebook Pages fields?
A signed field map comes with every build: what the model sees, what it may propose and what only a person may change in Facebook Pages.
Can the AI route handle exceptions our way on the Facebook Messenger AI Chatbot service?
Yes. A custom Facebook Pages AI route is the normal case, not the exception, and packages start at $1,095.
What if Facebook Pages retires a feature we use?
We write down what the route assumes. When an assumption stops being true, the route stops that step and says so, rather than improvising.
Q17Reply fast, and keep a person in charge
Give your Page AI drafts that respect the window
We design the Facebook Pages AI route around it, starting at $1,095.
- From $1,095, paid once
- Window tracked
- Approved answers only
- No monthly fee from us
If your process has extra branches, we will price them on their own line.