View all app connections
View all AI automations
View all chatbots
View all lead automations
View all booking automations
View all payment automations
View all workflows
View all Shopify
View all WooCommerce
View all HubSpot
View all Salesforce
View all Stripe
View all Google Sheets
View all Slack
View all dental practice
View all law firm
View all medical practice
View all real estate
View all restaurant and food
View all home services
View all construction
See all: get more leads
See all: get paid faster
See all: save admin time
See all: support customers
See all: book more appointments
See all: sell more online
See all: hire and onboard
View all AI automations
View all AI automations
View all AI automations
View all AI automations
View all AI automations
View all AI automations
View all AI automations

BoldBellowsWhatsApp Business AI lead qualification for sales teams whose leads message first

WhatsApp AI lead qualification automation that asks button questions, scores the answers against your rules and books good leads with a rep

Interactive reply buttons offer up to three predefined answers and list messages let the customer pick from options, so qualifying questions are answered with a tap and the answers arrive already structured. BoldBellows records the lead's number, the entry point and the first message before a question is sent, asks each question with buttons or a list so every answer arrives as a fixed value, then welcomes the lead the moment they write, asks three to five questions about need, timing and budget using buttons and lists, adds a short free-text question the model reads for context, scores the result against the rules you wrote, offers a booking to good leads, hands them to the right rep with the whole thread and keeps the others in a slower follow-up.

View Pricing

From $885, billed once.

  • Qualify leads on WhatsApp
  • Buttons and lists, not forms
  • Good leads booked with a rep
WhatsApp Business AI lead qualification that asks button and list questions scores the answers against your rules books good leads with a rep and keeps the rest warm without chasing, built by BoldBellows
WhatsApp Business to AI workflow: synced, zero duplicate proposalsStatus card: Workflow updated 2 min ago, 14 new messages · 0 duplicate proposals.Workflow updated 2 min ago14 new messages · 0 duplicate proposals WhatsApp Business to AI workflow: live Delivered cardMini card: live sync activity.SYNC ACTIVITYMessage #1042 → proposal 2141s agoStatus change matched3s agoQueue level updated5s ago

Checks every WhatsApp Business AI proposal passes

  • Taps, not typinganswers arrive structured
  • Scored by your rulesversioned
  • Booked in the chatno second tool
  • Rep gets the threadwith context
  • Stated limitsAnything outside the agreed scope is quoted separately
  • Pay once, own itfrom $885, and the finished route belongs to you

01the form-and-callback problem

A lead writes on WhatsApp and is told to fill in a form

A customer taps a click-to-message ad and lands in a WhatsApp conversation, then is sent a link to a long form, because nobody knows how else to sort leads. Many do not open it. Reps spend their mornings reading half-answered chats, asking the same three questions and deciding by gut who is worth a call. A free-text bot that guesses is worse: it mishears a budget, misses a deadline and sends a good lead the same message as a casual browser.

A form after a chat

The customer left.

The same three questions, asked by hand

Reps repeated themselves.

A budget misread

Free text was guessed.

The same sales team, talking only to leads that are ready with WhatsApp Business AI Lead Qualification

Before: a retry is a second proposal for WhatsApp Business AI Lead Qualification

Before WhatsApp Business to AI workflow automation: manual messages exports, duplicates and broken formulasThe old way: a Friday export running three days late.FRIDAY3days behindon the exportmessages.csvmessages (2).csv!
  • Repeats are not recognised
  • Leads are sent a form and many drop out
  • Reps ask the same questions by hand

After: a retry changes nothing

After WhatsApp Business to AI workflow automation: one clean workflow that matches WhatsApp BusinessThe new way: one clean AI workflow file with live message proposals, 14 new today, marked as matching WhatsApp Business.MessagesDaily messagesQueueMessageDateRepliesStatus change#10413 Mar8–#10423 Mar132#10434 Mar6–#10444 Mar21–14 new todayMatches WhatsApp Business
  • A second delivery resolves to the same proposal via one key built from the lead's number, the entry point, the scoring version and the model run
  • Leads answer in the chat with a tap and are scored at once
  • Reps start with qualified leads and the thread with WhatsApp Business AI Lead Qualification

02how it works

How a first message becomes a scored lead on a rep's calendar

Judgement comes before writing, and the search comes before creating, for this WhatsApp Business AI Lead Qualification service.

How WhatsApp Business to AI workflow automation works: messages in, one clean proposal each, on a scheduleMessages, queue, status changes and reports orbit the sync engine, which feeds AI workflow.MessagesQueueStatus changesReports1STEP 1Your WhatsApp Business numberContacts, conversations, messages, templates3STEP 3Your AI workflowClean queues, no duplicate proposalsRuns daily, hourly or in minutesHow WhatsApp Business to AI workflow automation works: messages in, one clean proposal each, on a scheduleFeeds orbit the sync engine, which updates AI workflow.MessagesQueueStatus changesReports1STEP 1Your WhatsApp Business numberContacts, conversations, messages, templates3STEP 3Your AI workflowClean queues, no duplicate proposals
  1. Read, record, decide. Account, resource and time are captured from the WhatsApp Business event, and the WhatsApp event is tested against the trigger.
  2. Welcome, ask, collect. The lead is welcomed, asked a few questions by button and list, and the answers are collected as fixed values.
  3. Score, route, book. The answers are scored against your rules, good leads are booked with the right rep, and the rest stay in follow-up.

What lies behind the WhatsApp Business AI route's design

  • Taps beat typing. A reply-button message carries up to three ready answers and a list message offers a menu, so the customer taps instead of typing and each answer reaches the route as a clean, fixed value.
  • Answers arrive as values. A tap returns a fixed value and not a sentence, so a budget band or a timeline can be scored without interpreting spelling, and the model only reads the one free-text answer.
  • Unclear outcomes. They are settled by reading the AI workflow on one key built from the lead's number, the entry point, the scoring version and the model run; a guess is never written.

03What arrives at handover

Inside the qualifier: the parts that ask and score

Intake admits and identifies, Logic builds and places, Oversight reconciles and reports.

IntakeLogicOversight

What lands in your workflow: messages, queues and reports from WhatsApp BusinessAI workflow window with Messages, Daily messages and Queue queues. A resent message matches its existing proposal instead of adding a new one.AI workflowSynced 2 min agoMessagesDaily messagesQueuefx=SYNC("WhatsApp Business", Messages)MessageDateContactTemplateSentReplies#10413 MarMia R.TPL-WELCO28#10423 MarJon K.TPL-VERIF113#10434 MarAna S.TPL-MESSAGE36#10444 MarLee W.TPL-WELCO14Matches WhatsApp BusinessWhat lands in your workflow: messages, queues and reports from WhatsApp BusinessAI workflow window with Messages, Daily messages and Queue queues. A resent message matches its existing proposal instead of adding a new one.AI workflowLiveMessagesDaily messagesQueuefx=SYNC("WhatsApp Business", Messages)MessageTemplateReplies#1041TPL-WELCO8#1042TPL-VERIF13#1043TPL-MESSAGE6#1044TPL-WELCO4Matches WhatsApp Business

Eligibility gate Intake

Stops anything outside the agreed scope at the door and records what it stopped.

Stable identity ledger Intake

Holds the prompt version, the structured answer and the outcome against the WhatsApp Business object they concern.

Schema-aware mapper Intake

Checks each mapped value against what the AI workflow accepts before a write is attempted, on the WhatsApp Business AI Lead Qualification service.

Qualifier Logic

Asks the questions with buttons and lists and scores the answers.

Lead-and-entry matcher Logic

Resolves each event against one key built from the lead's number, the entry point, the scoring version and the model run so the same change always lands the same way.

Score and routing matrix Logic

Decides thresholds, territories and which rep takes which lead, on the WhatsApp Business AI Lead Qualification service.

Lead register Oversight

Reviews both systems on a timer so a slow drift does not stay hidden, on the WhatsApp Business AI Lead Qualification service.

Speed monitor Oversight

Flags a lead whose first reply took longer than the target.

Review queue Oversight

Surfaces ambiguous matches and permission failures for a quick human decision.

Whatsapp business ai lead qualification automation service sits alongside whatsapp ai lead qualification and qualify leads on whatsapp in the written brief. Related searches include whatsapp business ai lead qualification automation agency, whatsapp ad lead bot, whatsapp business lead scoring, whatsapp business ai lead qualification automation consultant, whatsapp business ai lead qualification automation integration, whatsapp business ai lead qualification automation API, whatsapp lead follow up automation, whatsapp business ai lead qualification automation workflow, whatsapp business ai lead qualification automation setup, whatsapp business sales automation, whatsapp business ai lead qualification implementation, whatsapp lead qualification, whatsapp click to message ads leads, whatsapp business ai lead qualification consultant, whatsapp interactive buttons leads, whatsapp business ai lead qualification error handling, whatsapp business ai lead qualification duplicate prevention, whatsapp business ai lead qualification automation, whatsapp business ai lead qualification historical migration, ai whatsapp sales assistant, whatsapp lead capture automation and automate lead qualification whatsapp.

04Who it's for

Designed for auto dealers and repair shops and for the people who qualify new WhatsApp leads in a minute with button questions, score the answers against your rules, book good leads with a rep and keep the rest warm without chasing

Prospects want a quick answer in the chat, reps want qualified leads, and marketing wants none of its ad spend to go cold.

Sales manager

"Speed to lead."

The first reply comes in a minute.

Rep

"Give me ready leads."

I get qualified leads with the thread, in the WhatsApp Business AI Lead Qualification service.

Marketing lead

"Do not waste ad spend."

Every click-to-message lead is answered.

Owner

"Which leads matter?"

Scores sort them by fit.

Customer

"Do not make me fill a form."

I answer with a tap.

Operations lead

"One pipeline."

Leads and threads live in one WhatsApp Business record.

05Compare

A lead form that someone calls back tomorrow and zaps versus a tap-to-qualify route

Each can send a form link. Only one asks by tap, scores the answers and books a rep in the same chat.

Comparison table: A lead form that someone calls back tomorrow and zaps versus a tap-to-qualify route
How a lead startsA form linkA generic chatbotOur tap-to-qualify route
What starts the workWhoever sees it firstEvery event, in any orderYesA qualifying WhatsApp event confirmed against WhatsApp Business state
How identity is decidedBy whoever remembersThe last value seenYesOne key: lead's number, entry point, scoring version and model run
What reaches the AI workflowText retyped by handAn untyped bundleYesA scored lead, booked with a rep or kept in follow-up, with the thread
After an uncertain resultA spreadsheet of mismatchesSends the same request againYesLooks before it writes again

Out-of-sequence updates

The route keeps the latest confirmed state for each record and refuses to let an earlier event replace it.

A lead answers three questions and then goes silent

The partial answers are scored, the lead is marked warm, one follow-up is sent inside the window, and after that the lead rests until they write again. A lookup by one key built from the lead's number, the entry point, the scoring version and the model run gives one of four verdicts, and each verdict has its own prepared response. The decision to create follows the search, never precedes it.

The route is only as reliable as one key built from the lead's number, the entry point, the scoring version and the model run, which is why it is designed first and tested hardest.

PricingScope is leads, answers and scores

Cost your qualifier, one rule at a time

Intake starts at $885.

One setup fee · Range shown first · PDF handover included

View Pricing
Pricing

Build your WhatsApp Business AI Lead Qualification price

Pick a package, answer three short questions about how WhatsApp Business data should reach AI Lead Qualification, and your price and turnaround move as you choose.


Choose your packageRequired

The three packages differ by how much routing, reconciliation and governance sits around the WhatsApp Business to AI Lead Qualification route.

A focused production route for one WhatsApp Business event family and one governed lead qualification queue, delivering WhatsApp Business AI lead qualification that asks button and list questions, scores the answers against your rules, books good leads with a rep and keeps the rest warm without chasing with identity, evidence and failure controls from day one.

  • One approved WhatsApp Business event family and business-state admission rule within the WhatsApp Business AI Lead Qualification service.
  • One authorized account, workspace, organization, or base boundary within the WhatsApp Business AI Lead Qualification service.
  • One AI Lead Qualification object contract with field and relationship mapping within the WhatsApp Business AI Lead Qualification service.
  • Stable matching through Meta business plus WhatsApp Business Account, phone-number, message, conversation, contact, or template ID and source identity paired with the ai lead qualification record, conversation, case, event, or result identifier
  • Tests for duplicates, stale events, malformed data, denied access, and timeouts within the WhatsApp Business AI Lead Qualification service.
  • Implementation map, test record, and premium PDF operations handover within the WhatsApp Business AI Lead Qualification service.

Adds branching, existing-record matching and a bounded historical pass for teams whose WhatsApp Business signals need more than one approved lead qualification path, while still delivering WhatsApp Business AI lead qualification that asks button and list questions, scores the answers against your rules, books good leads with a rep and keeps the rest warm without chasing.

  • Everything in Core
  • Up to four approved routing or state-transition branches within the WhatsApp Business AI Lead Qualification service.
  • Existing-record resolution and one bounded historical checkpoint within the WhatsApp Business AI Lead Qualification service.
  • Lookup-before-replay protection for uncertain writes
  • Named exception ownership and a decision-ready evidence packet within the WhatsApp Business AI Lead Qualification service.
  • Field, permission, and destination-state validation before mutation within the WhatsApp Business AI Lead Qualification service.

Adds reconciliation, drift detection and an aged-exception report for teams that now depend on lead qualification proposals every day.

  • Everything in Managed
  • Scheduled source-to-destination reconciliation
  • Schema, field, scope, and webhook drift checks within the WhatsApp Business AI Lead Qualification service.
  • Volume-aware retry ceilings and stale-event protection
  • Aged-exception reporting with ownership status
  • Thirty-day release watch and operating review

For WhatsApp Business AI Lead Qualification, multi-business-unit routing, unrestricted bidirectional synchronization, regulated archives, unsupported extensions, or additional destination systems receive a separate written quote. Third-party subscriptions and usage charges are excluded.

Which WhatsApp Business changes should be allowed to start an AI lead qualification decision?Required

Governed lifecycle set: Use this when several documented WhatsApp Business states must converge on one lead qualification decision.

How should a WhatsApp Business record that already has an AI lead qualification decision be recognized?Required

Ambiguity queue: Send zero-match and multi-match lead qualification cases to a named reviewer instead of letting the model guess.

What should happen when an AI lead qualification action can't be confirmed?Required
How soon do you need it live?Required

Standard follows the schedule your other choices set. Pay to move up the queue and go live sooner.

Optional extrasOptional

Each one begins switched off. Turn on what your rollout needs, watch the total, switch it back off.

06The process

Six steps from form links to tap-to-qualify

You see something concrete at every one of the six steps.

  1. Define a good lead

    We write down what makes a WhatsApp Business lead qualified and how each answer scores.

  2. Grant access

    Access to your WhatsApp account, your calendar and your CRM is arranged with the narrowest permissions that work, and revoked in one step.

  3. Agree the questions

    The questions, the thresholds, the territories and the wording are agreed and signed off first.

  4. Check the failure paths

    For WhatsApp Business AI Lead Qualification, we confirm that a duplicate, a stale event and a denied request each end in the right outcome in a test the AI workflow.

  5. Launch with notes

    Going live means starting from an agreed record, so nothing is missed or repeated, then handing over the notes.

  6. Keep an eye on it

    After go-live the route is watched for drift, permission changes and unusual volumes.

Handover for WhatsApp Business to AI workflow automation: notes, a checked run and a health checkHandover roadmap: brief, map, test and hand over, each with what gets produced.1BriefOne page:trigger,target, owner2MapFields, keysand ruleswritten down3TestDuplicates,stale andfailure cases4Hand overPDF pack and asupervised weekFrom brief to live, without guesswork

07Turnaround

Turnaround for the WhatsApp Business to AI Lead Qualification route

Timing runs from approved access to WhatsApp Business and the model provider.

Intake

6 to 10 business days

Logic

10 to 16 business days

Oversight

16 to 24 business days

08Before we start

Before we begin: what we need

Permission to inspect the WhatsApp Business fields we will map

A WhatsApp Business account with a verified number, your scoring rules and access to the calendar and CRM

A WhatsApp Business login or API key for the account, scoped to this route

A short description of what done looks like in the AI workflow

A list of existing the AI workflow records the route must not touch

Agreement on how quickly exceptions need an answer

09Security and ownership

What crosses is written down, and so is how to switch it off

Access to WhatsApp Business is limited to the objects named in the brief, and the model never holds credentials of its own.

No plugin, no patch

Nothing is added to WhatsApp Business or the AI workflow themselves. The route connects at the documented edges and stays there.

Scoped, revocable access

Nothing runs with an administrator's full powers.

Masked where needed

Values that should not be visible downstream are dropped or masked first, with the decision written into the handover.

Uncertainty is investigated

In the WhatsApp Business AI Lead Qualification service, a lost reply opens a check against the AI workflow.

Minimal logging

Retention is short and the content is minimal.

Full handover

We hand across the map, the checks and the contact points for exceptions.

10In their words

What BoldBellows clients say

Verified reviews from operations and finance teams who trust BoldBellows to keep their data moving correctly.

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.

Nadia HassanVerifiedCairo, Egypt

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.

Samuel BoatengVerifiedAccra, Ghana

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.

Chloe AndersonVerifiedMelbourne, Australia

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.

Emily CarterVerifiedLondon, United Kingdom

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.

Kenji NakamuraVerifiedOsaka, Japan

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.

Olivia MartinezVerifiedAustin, USA

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.

Ravi PatelVerifiedNew Delhi, India

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.

Sarah MüllerVerifiedZurich, Switzerland

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.

Pedro LimaVerifiedSão Paulo, Brazil

11FAQ

Lead qualification on WhatsApp: what sales teams ask

Clear replies to the concerns that come up in almost every conversation.

Why not connect WhatsApp Business to a model myself?

You can get every lead answered in a minute and sorted by fit from a no-code recipe. Such a recipe will not ask questions people answer with a tap, score against rules you wrote or hand a good lead to a rep at once. Filling those gaps is most of the job.

Why buttons and lists?

Because answers arrive as fixed values that can be scored without guessing.

How many questions are asked?

Three to five, plus one free-text question for context.

Who decides the score?

You do. The thresholds are your rules.

Where do qualified leads go?

To the rep you name, with a booking and the whole thread.

What if a lead stops replying?

One follow-up is sent inside the window, then the lead rests.

Does it work with click-to-message ads?

Yes. The entry point is recorded with the lead.

How do you choose what the model gets from WhatsApp Business?

It comes with every build: a written statement of what the model sees from WhatsApp Business, what it may propose and what only a person can change.

Can we set thresholds for when a person must approve on the WhatsApp Business AI Lead Qualification service?

Yes. Different teams, mailboxes or sites in WhatsApp Business can have their own rules and approvers. It begins at $885.

What if our prompt needs to change on the WhatsApp Business AI Lead Qualification service?

Every interface is named in the notes. A change upstream halts the affected step and raises a flag, so nothing wrong is written. Later repair work is quoted separately. Related searches this service covers include custom whatsapp business ai lead qualification automation.

Next stepQualify WhatsApp leads in a minute

Give your reps leads that are ready to talk

Name the event, the decision and the reviewer, and the WhatsApp Business AI route can be quoted today from $885.

  • From $885, paid once
  • Taps, not typing
  • Scored by your rules
  • No monthly fee from us

Custom scope is available; describe it in your quote request.