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Botpress lead qualification for teams that pay for traffic and cannot afford to lose it

Botpress AI lead qualification automation that captures validated answers, scores against your rules and routes hot leads to the right person

A Botpress Capture Information card can collect an email address, a phone number, a choice or a number and check each one before the conversation moves on, which is what turns a chat into a usable lead. BoldBellows records the conversation ID, the page the visitor came from and the fields captured so far before a score is proposed, scores only from answers the visitor gave and passes nothing to the CRM that a person has not approved, then asks the questions your sales team actually needs, applies your written scoring rules to the answers, lets the model propose a short summary and a next step, saves the lead to a table and to your CRM once, and sends the hot ones to a named person with the whole conversation attached. The model never emails a prospect on its own; a person approves anything that leaves the building.

View Pricing

From $1,375, paid once. Qualify leads with Botpress.

Botpress AI lead qualification automation that captures validated fields in conversation scores them against written rules routes hot leads to a person and keeps the CRM free of duplicates, built by BoldBellows

What you can verify about the Botpress AI route

  • Validated capture email, phone and choices
  • Scored by your rules written, not guessed
  • One lead, once matched on email
  • Hot leads routed with the conversation
  • Owned exceptions Every blocked record names the person who resolves it
  • Clear from the start packages open at $1,375, and the delivery range appears next to it

01 · the lost-enquiry problem

A chat window that collects names and qualifies nobody

A chat widget that only gathers a name and an email produces a list, not leads. Sales cannot tell the buyer with a budget from the visitor with a question, so everyone gets the same slow follow-up. When the agent does ask good questions, a model scoring them freehand gives a different number to the same answers on different days. The same person chats twice and appears twice in the CRM, and the one visitor who was ready to buy waits until the morning for a reply.

A list instead of leads

Nothing separated the buyers.

A score that changes

The model scored freehand.

The same person twice

Nothing matched on email.

Before Botpress to AI workflow automation: manual messages exports, duplicates and broken formulasThe old way: a drifting, glitching signal and stray export files, with no single source of truth.SIGNAL · DRIFTINGNO SYNCxmessages_(2).csvxFINAL_v3.csvxstatus changes.xlsx37 files · 3 sources · 0 truth
Before every event is a new proposal
  • Each Botpress notification creates a new proposal
  • Every visitor gets the same slow follow-up
  • The CRM fills with duplicates and half-answers
After Botpress to AI workflow automation: one clean workflow that matches BotpressThe new way: Botpress messages on the left matched line by line to the same proposals in an AI workflow on the right, with zero difference.BOTPRESSAI WORKFLOW#10428#10428#104313#104313#10446#10446#104521#104521#10465#10465#10477#10477Δ 0diff6 / 6 proposals matched
After one proposal, found by its key
  • A key assembled from the visitor's email or phone, the conversation ID and the scoring rules version decides create or update
  • Hot leads reach a person within minutes
  • Each lead is saved once with validated answers

02 · how it works

How a chat becomes a scored lead in front of the right person

The route judges the change first, then finds the proposal by its key and writes only what is missing.

How Botpress to AI workflow automation works: messages in, one clean proposal each, on a scheduleYour Botpress bot and your AI workflow either side of a sweeping radar that is the BoldBellows sync, checking on a schedule.Your Botpress botread-only accessYour AI workflowin your AI workspaceREAD-ONLY0 DUPLICATESBoldBellows syncSYNC · CHECKS ON A SCHEDULEHow Botpress to AI workflow automation works: messages in, one clean proposal each, on a scheduleYour bot, the sync radar, your workflow.Your Botpress botread-only accessYour AI workflowin your AI workspaceBoldBellows sync
  1. 01

    Read and judge the change

    The Botpress event is verified, its account, resource and time are recorded, and the Botpress event is tested against your written rule.

  2. 02

    Capture, validate, score

    Questions are asked, each answer is validated, and your written rules produce the score.

  3. 03

    Match, save, route

    The lead is matched on email, saved once, and the hot ones go to a person with the conversation.

The facts about Botpress the AI route is built on

  • Free-plan tables have hard edges

    A free-plan table holds up to 20 columns and 10,000 rows, with 10 tables in all, and the 20-column limit cannot be raised, so a lead record is designed to fit.

  • Tables store what the CRM cannot

    A Botpress table keeps the raw answers and the score history next to the CRM record, within limits of 20 columns and 10,000 rows on the free plan.

  • Repair path

    When a write cannot be confirmed, the AI workflow is searched by a key assembled from the visitor's email or phone, the conversation ID and the scoring rules version before any second attempt.

03 · what ships in the build

Inside the qualification agent: the parts that ask, score and route

Essentials decides which changes count and fixes identity. Workflow builds and writes each proposal. Control keeps watching the AI workflow after launch.

What lands in your workflow: messages, queues and reports from BotpressPivot table in AI workflow as a dark console: conversions by flow with glowing bars, beside a daily net conversions chart.CONVERSIONS BY FLOWFLOWQTYREPLIESWelcome message4121.84kReminder3061.22kReceipt2440.96kPromotion1880.79kShipping alert1600.24kSurvey request960.88kREPLIES CONVERSIONS · DAILY

One quote handles botpress ai lead qualification automation service, botpress ai lead qualification duplicate prevention and botpress ai lead qualification automation workflow. Related searches include botpress ai lead qualification automation, botpress ai lead qualification historical migration, botpress ai lead qualification automation error handling, botpress ai lead qualification automation integration, botpress chat to lead, botpress lead scoring, botpress lead generation bot, botpress ai lead qualification automation consultant, botpress qualify leads website, hire botpress ai lead qualification automation expert, botpress CRM integration, botpress ai lead qualification automation cost, botpress ai lead qualification implementation, botpress capture information, botpress ai lead qualification error handling, botpress chatbot for sales, botpress ai lead qualification automation specialist, botpress ai lead qualification automation optimization, botpress ai sales assistant, botpress sales qualification agent, botpress ai lead qualification automation implementation, botpress lead capture chatbot, botpress ai lead qualification automation agency, botpress ai lead qualification consultant, botpress ai lead qualification automation developer, botpress hot lead alert, botpress lead qualification and botpress ai lead qualification automation setup.

Eligibility reader

Checks each incoming Botpress event against your written rule and records the verdict.

Essentials

Stable identity ledger

Pairs every Botpress object with its proposal and its reviewer so that nothing acts without a trail.

Essentials

Field map guard

Only the Botpress values on the written map are shaped for the AI workflow; everything else stays where it began.

Essentials

Answer validator

Checks each captured answer before the conversation continues.

Workflow

Visitor matcher

Uses a key assembled from the visitor's email or phone, the conversation ID and the scoring rules version to tell create, update, already done and unclear apart.

Workflow

Scoring rule matrix

Applies your written rules and records which ones fired.

Workflow

Lead register

Compares current Botpress state with each proposal and ages every difference.

Control

Score drift monitor

Flags answers whose score changed between runs.

Control

Exception board

Lists every blocked, ambiguous or refused the AI workflow write with an owner and an age.

Control

04 · who it's for

For marketplaces and turn Botpress conversations into qualified leads: capture the fields you need with validation, score them against your written rules, route the hot ones to a person and keep the rest warm

Visitors want a quick, relevant reply, and sales teams want to spend their time on the people most likely to buy.

Sales lead

"Show me the buyers."

Leads arrive scored.

Account executive

"Give me context."

I get the conversation.

Marketing lead

"Stop the waste."

Traffic becomes qualified leads.

RevOps lead

"Clean data."

Each lead is saved once.

Founder

"Don't annoy prospects."

A person approves outreach.

Visitor

"Answer me quickly."

The right person replies.

Visitors, answers and scores set the price

Cost your qualification agent, one rule at a time

A fixed fee, shaped by your answers: the Botpress AI route begins at $1,375.

View Pricing
  • One setup fee
  • Range shown first
  • PDF handover included

05 · compare your options

Botpress to the AI workflow through a form with a chat bubble on it, a zap or a Botpress qualification agent with written scoring rules

Each can ask a question. Only one validates the answers, scores by your rules and routes the hot ones.

Comparison table: Botpress to the AI workflow through a form with a chat bubble on it, a zap or a Botpress qualification agent with written scoring rules
How a chat startsA chat formA generic chatbotOur scoring agent
What starts the workSomeone notices a changeAny configured event firesA qualified Botpress event passes an explicit admission rule
How identity is decidedStaff search names or emailA visible field is assumed uniqueOne key: email or phone, conversation ID and scoring rules version
What reaches the AI workflowWhatever someone copiesA flat field bundleA scored lead saved once, with the conversation attached for the owner
After an uncertain resultTwo people compare both systemsThe task retries or stopsLooks up, compares, then repairs or assigns
By handAutomated37 files · 12 errors1 workflow · 0 errors

An older event arrives after a newer state

The event time is compared with the stored state, so a late Botpress change is logged and cannot overwrite a newer proposal.

The same visitor chats twice in one week

The second conversation matches the first on email, the answers are merged into one lead, the score is recalculated, and the owner sees one lead with two conversations. A key assembled from the visitor's email or phone, the conversation ID and the scoring rules version is searched and the candidate is compared with what was intended, then one of four results is recorded. Only an absent proposal is ever created.

Connect Botpress to the AI workflow through a key assembled from the visitor's email or phone, the conversation ID and the scoring rules version first; every proposal and every repair check depends on it.

Pricing

Build your Botpress AI Lead Qualification price

Pick a package, answer three short questions about how Botpress 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 Botpress to AI Lead Qualification route.

A focused production route for one Botpress event family and one governed lead qualification queue, delivering Botpress AI lead qualification automation that captures validated fields in conversation, scores them against your written rules, routes hot leads to a person and keeps the CRM free of duplicates with identity, evidence and failure controls from day one.

  • One approved Botpress event family and business-state admission rule within the Botpress AI Lead Qualification service.
  • One authorized account, workspace, organization, or base boundary within the Botpress AI Lead Qualification service.
  • One AI Lead Qualification object contract with field and relationship mapping within the Botpress AI Lead Qualification service.
  • Stable matching through Botpress workspace plus bot, conversation, user, message, execution, integration, or event ID and source identity paired with the authoritative ai lead qualification record, execution, conversation, transaction, or decision identifier
  • Tests for duplicates, stale events, malformed data, denied access, and timeouts within the Botpress AI Lead Qualification service.
  • Implementation map, test record, and premium PDF operations handover within the Botpress AI Lead Qualification service.

Adds branching, existing-record matching and a bounded historical pass for teams whose Botpress signals need more than one approved lead qualification path, while still delivering Botpress AI lead qualification automation that captures validated fields in conversation, scores them against your written rules, routes hot leads to a person and keeps the CRM free of duplicates.

  • Everything in Core
  • Up to four approved routing or state-transition branches within the Botpress AI Lead Qualification service.
  • Existing-record resolution and one bounded historical checkpoint within the Botpress AI Lead Qualification service.
  • Lookup-before-replay protection for uncertain writes
  • Named exception ownership and a decision-ready evidence packet within the Botpress AI Lead Qualification service.
  • Field, permission, and destination-state validation before mutation within the Botpress 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 Botpress 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 the Botpress AI Lead Qualification service, 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 Botpress changes should be allowed to start an AI lead qualification decision?Required

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

How should a Botpress 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.

06 · process & getting started

Six steps from a chat widget to a qualification engine

Six steps, each with a named output, take the route from brief to a monitored launch.

  1. Step 01

    Define a qualified lead

    We write down what makes a lead hot, warm or cold, and which answers decide it.

  2. Step 02

    Approve access

    A restricted connection to Botpress is created, the model is agreed and the keys that identify each decision are fixed.

  3. Step 03

    Agree the rules and the wording

    The questions, the scoring table, the routing and what the model may and may not say are written out and approved first.

  4. Step 04

    Test the awkward cases

    Repeats, late events, missing values and permission loss are run against a test copy of the AI workflow first.

  5. Step 05

    Launch with notes

    We launch at a checkpoint, watch the first runs with you, and deliver the written handover.

  6. Step 06

    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.

Handover for Botpress to AI workflow automation: notes, a checked run and a health checkHandover readiness: six lit indicators for trigger, mapping, replay, duplicates, owner and pack, and a clear-to-launch banner.LAUNCH READINESSALL CLEARTRIGGERconfirmedMAPPINGlockedREPLAY48 / 48DUPLICATES0OWNERnamedPACKreadyReady to run on its ownsupervised for the first week, then hands-off

07 · turnaround

Delivery times for each AI Lead Qualification package

Working days begin once Botpress access and the approvers are confirmed.

Essentials

6 to 10 business days

Workflow

10 to 16 business days

Control

16 to 24 business days

08 · before we start

What you bring to the start

  • A Botpress login or token that can read what the route needs

  • A Botpress workspace and bot, your CRM with an account the route can write to, and a named owner for hot leads

  • Botpress API access and the events you want the route to use

  • A written rule for the Botpress event that counts

  • A named person who owns exceptions and mapping decisions

  • Any existing automations in Botpress or the AI workflow that touch the same data

09 · security and ownership

Only approved fields travel, and neither product is patched

Only listed Botpress fields are shared with the model, and each request and reply is logged for later review.

Read-only Botpress to AI workflow access: your data stays yoursFour data lanes hit an access gate; three from strangers are blocked with red crosses and one from named people passes through with a tick.ACCESS GATE×××STRANGERSLINK GUESSERSNAMED PEOPLEONLY YOUR NAMED PEOPLE GET THROUGH

Neither product is modified

Botpress and the AI workflow are reached through their published interfaces; nothing inside either is changed.

Scoped, revocable access

The integration user or token carries only the rights the route requires.

Field minimization

Only allowlisted values reach the AI workflow. Notes, payment details and other Botpress data stay in Botpress.

Repair begins with a lookup

A retry reads the AI workflow by a key assembled from the visitor's email or phone, the conversation ID and the scoring rules version first, so a doubtful reply never turns into a second proposal.

Minimal logging

Log lines name the record and the result; they do not reproduce the record.

Full handover

You are not tied to us: the configuration sits in your accounts.

10 · verified reviews

What BoldBellows clients say

Verified reviews from business owners who use BoldBellows automations every day, from marketing and sales to support and operations.

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 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 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.

David KimVerifiedSeoul, South Korea

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.

Hannah JohnsonVerifiedChicago, USA

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.

Kwame MensahVerifiedKumasi, Ghana

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.

Maria GonzálezVerifiedMadrid, Spain

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.

Daniel BrooksVerifiedToronto, Canada

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.

Aisha MohammedVerifiedDubai, UAE

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.

Lucas SteinerVerifiedMunich, Germany

11 · questions

Botpress lead qualification: what sales teams ask

Before you commit, here is what buyers most often want confirmed.

Is a ready-made Botpress AI template the same thing?

If you only need every serious enquiry captured, scored against your rules and routed the same hour, a zap will do it. It will not validate each answer, score by your rules or avoid a duplicate lead. Closing those gaps is what this build is for.

Does the model decide the score?

No. Your written rules produce the score; the model only proposes a summary.

How are answers validated?

Capture Information fields check email, phone, number and choice answers before moving on.

Where are leads stored?

In a Botpress table and in your CRM, matched on email.

Who contacts the prospect?

A person. The agent never emails a prospect by itself.

Can a visitor skip a question?

Yes, and the score notes what is missing.

Which CRMs work?

HubSpot, Salesforce and others with an API, in the Botpress AI Lead Qualification service.

Who signs off the data the model receives on the Botpress AI Lead Qualification service?

Yes, always. Nothing from Botpress is sent unless it is on the approved list, and nothing returns unless it is on the write list.

Can we use a different prompt for different Botpress signals?

Yes. Packages open at $1,375.

How are model changes tested?

We document each dependency. When a platform alters something, only the records touching it pause, and you are told which. Fixes beyond the review period are priced on their own. Related searches this service covers include custom botpress ai lead qualification automation.

Turn website chats into leads your sales team can rank

Give your sales team leads already sorted by your rules

Start with a single Botpress signal and a single reviewer. Essentials is $1,375.

Need something the packages do not cover? Tell us and we will quote it.