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Bird messaging analytics for teams that need to explain delivery and spend

Bird messaging analytics and reporting that breaks delivery down by channel, carrier and template, ties spend to results and flags failures worth investigating

A delivery receipt is the carrier's own report, not proof that anyone read the text, so reporting here splits failures by carrier and destination, where one weak route can hide in a healthy average. BoldBellows records the workspace, the channel and the reporting period before a count is taken, compares like with like and keeps every figure beside its time window, then pulls accepted, delivered and failed counts for SMS, WhatsApp and email on a schedule, joins them to segments, template names and cost, compares equal time windows, highlights a carrier or destination whose failure share has jumped, and writes the result to the dashboard or sheet your team already opens. Each figure is shown beside the window it covers.

View Pricing

From $1,285, paid once. Bird messaging reports.

Bird messaging analytics and reporting formerly MessageBird that breaks delivery down by channel carrier destination and template ties spend to outcomes and flags the failures worth investigating, built by BoldBellows

The commitments behind the Bird to Messaging Analytics and Reporting build

  • Failures by carrier and destination
  • Like-for-like windows for every comparison
  • Cost per segment tied to outcomes
  • Written to your dashboard on a schedule
  • Replay safe Running the same event again changes nothing
  • Simple commercial terms $1,285 up front for the entry package, with no renewal to remember

01 · the monthly-export problem

An average delivery rate hides the carrier that is failing

Messaging teams usually look at one number: the delivery rate. It sits at ninety-eight percent for weeks and then a campaign underperforms, and no one can say why. The failures were concentrated on one carrier in one country for one hour, but the monthly export averaged them away. Spend is reported separately from outcomes, so the cost of a failed segment is invisible. Comparing this week with last week is unreliable because the windows differ, and template performance is a guess.

A healthy average hiding a failure

Carriers were not split out.

A campaign that underperformed

No one saw the weak route.

Spend without outcomes

Cost was reported apart.

Before MessageBird to Reporting automation: manual messages exports, duplicates and broken formulasThe old way: a terminal log full of duplicate, #REF! and failed export errors, and a note to rebuild it again on Monday.export_run.log[WARN]duplicate row 214 (#1042)[ERR ]#REF! in Reports!C9[FAIL]messages_export_FINAL_v3.csv[WARN]queue count differs by 3[ERR ]status change 1039 not found[WARN]file 37 of 37 unmerged[ERR ]formula broke in row 88[FAIL]monday export late 3 days[WARN]duplicate row 214 (#1042)[ERR ]#REF! in Reports!C9[FAIL]messages_export_FINAL_v3.csv[WARN]queue count differs by 3[ERR ]status change 1039 not found[WARN]file 37 of 37 unmerged[ERR ]formula broke in row 88[FAIL]monday export late 3 days$MON 8:47rebuild again!
Before reporting dashboard fills with repeats
  • Nothing tells a repeat from a new change
  • One delivery rate for the whole program
  • Spend and outcomes live in different reports
After MessageBird to Reporting automation: one clean workspace that matches MessageBirdThe new way: a steady locked waveform with readouts for match 100%, zero duplicates, latency and report count.SIGNAL · LOCKEDIN SYNCMATCH100%DUPES0LATENCY1.2sREPORTS1,204
After exceptions have an owner
  • The same event always lands on the same report, using the channel, the carrier or template, and the reporting period
  • Failures are split by carrier, destination and template
  • Spend sits beside outcomes in one report

02 · how it works

How raw message counts become a report that points to the cause

First decide, then find, then act: that is the whole route in one line.

How MessageBird to Reporting automation works: messages in, one clean report each, on a scheduleYour MessageBird workspace chip sends data through read-only traces to the BoldBellows sync chip, which checks on a schedule and writes to your reporting workspace chip with zero duplicates.Your Bird workspaceread-only accessBoldBellows syncchecks on a scheduleYour reporting workspacein your reporting workspaceREAD-ONLY0 DUPLICATESCHECKS ON A SCHEDULESYNCLIVEHow MessageBird to Reporting automation works: messages in, one clean report each, on a scheduleYour workspace, the sync, your workspace.Your Bird workspaceread-only accessBoldBellows syncchecks on a scheduleYour reporting workspaceREAD-ONLY0 DUPES
  1. 01

    Understand the change

    The Bird record is read to see what really changed, and the result is compared with your rule.

  2. 02

    Pull, join, compare

    Counts are pulled on a schedule, joined to cost and template, and compared across equal windows.

  3. 03

    Flag, write, share

    Unusual carriers are flagged, the report is written to your dashboard, and the team is told.

What we know about Bird and Messaging Analytics and Reporting

  • A receipt is not a read

    A delivery receipt is the carrier's own report, not proof that anyone read the text, so reporting here splits failures by carrier and destination, where one weak route can hide in a healthy average.

  • Segments explain spend

    Cost is counted per segment, not per message, so the report shows segments beside messages and long or Unicode texts are visible as the cost drivers they are.

  • Checks after errors

    After an error the route asks reporting dashboard what it holds for the channel, the carrier or template, and the reporting period and compares it with what was sent.

03 · what ships in the build

A tour of the reporting dashboard build, part by part

First Mile handles who and whether, Full Route handles what and where, Long Watch handles how it stays true.

What lands in your workspace: messages, dashboards and reports from MessageBirdQueue dashboard in Reporting as a heat matrix: seven templates by seven days, brightest where queue is full and orange where it is low.STATUS HEAT · 7 DAYS2 LOWMonTueWedThuFriSatSunWelcome70907070909035Welcome359070100903520Message7050352090100100Receipt2090707010010090Promo100359020902020Survey request20353590207050Shipping alert709035903510050lowfull

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Trigger validator

Confirms that the trigger really fired for this record before the route moves on.

First Mile

Stable identity ledger

Turns a Bird record into a traceable Messaging Analytics and Reporting entry by storing both identities together.

First Mile

Context packager

Bundles the source ID, time and link with each value so every report can be traced back.

First Mile

Report builder

Pulls counts and joins them to cost and templates.

Full Route

Channel-and-period matcher

Reads the channel, the carrier or template, and the reporting period to decide whether this change has been seen before.

Full Route

Threshold and breakdown matrix

Decides which carriers, destinations and templates are flagged.

Full Route

Report register

Watches for reports that stop matching and puts each one in front of an owner.

Long Watch

Anomaly monitor

Flags a jump in failure share against the previous window.

Long Watch

Resolution log

Closes each case with what was changed, by whom and when.

Long Watch

04 · who it's for

For the subscription and software companies that want to turn Bird messaging data into reports you can act on: delivery by carrier and destination, template performance, cost per segment and the failures worth investigating

Teams that depend on messaging need to know quickly when delivery slips and what it costs.

Operations lead

"Why did delivery drop?"

The carrier is named.

Marketing lead

"Which template works?"

Templates are compared.

Finance lead

"What did it cost?"

Spend sits beside results.

Analyst

"Equal comparisons."

Windows match.

Support lead

"Warn me early."

Anomalies are flagged.

Owner

"One view."

One report on one schedule.

Expect the price to track channels, carriers and periods

Tailor the Bird to reporting dashboard build and read the total

Price the Bird to Messaging Analytics and Reporting route in your own time. The configurator handles the sums and starts at $1,285.

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

05 · compare your options

If a monthly export that nobody reconciles and zaps are not enough: a carrier-aware messaging report

Each can show a delivery rate. Only one splits failures by carrier, compares like with like and ties spend to results.

Comparison table: If a monthly export that nobody reconciles and zaps are not enough: a carrier-aware messaging report
What triggers a writea monthly export that nobody reconcilesA simple webhook-to-reporting dashboard flowThe carrier-aware messaging report, by BoldBellows
What starts the workA person reading notificationsWhatever Bird sendsA Bird event verified as current and in scope
How identity is decidedMemory and searchNo key, only a searchChannel, carrier, destination, template and period
What reaches reporting dashboardWhat the person had time forWhatever the trigger returnedA report with failures by carrier, spend per segment and flagged anomalies
After an uncertain resultSomeone re-enters the recordGives a failed-run notice onlyConfirms state, then corrects or closes
By handstops to export, copy, paste, fixAutomatedno stops · every 15 minutes

Two updates, wrong order

When updates cross in transit, the later one wins and the earlier one is kept in the log, not written over it.

One carrier starts failing in the afternoon

The failure share for that carrier is compared with the previous window, flagged within the hour, and named in the report with the affected volume. It looks up the channel, the carrier or template, and the reporting period, compares like with like and records which of the four outcomes applies. Unclear matches are held for review instead of guessed at.

With the channel, the carrier or template, and the reporting period in place, a duplicate, a late event and a lost reply all have a safe answer.

Pricing

Build your Bird to Messaging Analytics and Reporting price

Pick a package, answer three short questions about how Bird data should reach Messaging Analytics and Reporting, 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 Bird to Messaging Analytics and Reporting route.

A focused production route for one Bird environment and one Messaging Analytics and Reporting destination, delivering Bird messaging analytics and reporting, formerly MessageBird, that breaks delivery down by channel, carrier, destination and template, ties spend to outcomes and flags the failures worth investigating with identity and failure controls from day one.

  • One approved MessageBird event family and business-state admission rule within the Bird Messaging Analytics and Reporting service.
  • One authorized account, workspace, organization, or base boundary within the Bird Messaging Analytics and Reporting service.
  • One Messaging Analytics and Reporting object contract with field and relationship mapping
  • Stable matching through Bird workspace plus contact, message, conversation, journey, call, or channel ID and source identity paired with the messaging analytics and reporting record, conversation, case, event, or result identifier
  • Tests for duplicates, stale events, malformed data, denied access, and timeouts within the Bird Messaging Analytics and Reporting service.
  • Implementation map, test record, and premium PDF operations handover within the Bird Messaging Analytics and Reporting service.

Adds branching, matching and a bounded historical pass for teams whose route into Messaging Analytics and Reporting cannot be one straight-through action, while still delivering Bird messaging analytics and reporting, formerly MessageBird, that breaks delivery down by channel, carrier, destination and template, ties spend to outcomes and flags the failures worth investigating.

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

Adds reconciliation and governance for teams that now depend on Bird messaging analytics and reporting, formerly MessageBird, that breaks delivery down by channel, carrier, destination and template, ties spend to outcomes and flags the failures worth investigating, with drift detection and an exception register for Messaging Analytics and Reporting.

  • Everything in Controlled Flow
  • Scheduled source-to-destination reconciliation
  • Schema, field, scope, and webhook drift checks within the Bird Messaging Analytics and Reporting service.
  • Volume-aware retry ceilings and stale-event protection
  • Aged-exception reporting with ownership status
  • Thirty-day release watch and operating review

For the Bird Messaging Analytics and Reporting 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 Bird events should reach Messaging Analytics and Reporting?Required

Governed lifecycle set: Use this when several approved Bird transitions must converge on one Messaging Analytics and Reporting report.

How should Messaging Analytics and Reporting recognise a Bird record it has already handled?Required

Ambiguity queue: Route zero-match and multi-match cases to an owner instead of letting Messaging Analytics and Reporting guess.

How should Messaging Analytics and Reporting recognise a Bird record it has already handled?Required

Managed repair case: Capture evidence, ownership and a safe next action whenever a Messaging Analytics and Reporting write is uncertain.

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 monthly export to a live report

Work moves through six steps, and you approve the important ones.

  1. Step 01

    List the questions

    We list the questions the team asks about delivery, cost and templates, and the people who ask them.

  2. Step 02

    Approve access

    We connect to the Bird data in scope and to Messaging Analytics and Reporting, and agree the identifiers the route will store.

  3. Step 03

    Agree the thresholds

    What counts as an anomaly, how windows are compared and who is told are written out and approved first.

  4. Step 04

    Rehearse before launch

    The route is exercised end to end in a test reporting dashboard, including the failures, before it touches real data.

  5. Step 05

    Launch with notes

    Handover closes the project: a live route, a checkpoint to prove it, and documentation to run it.

  6. Step 06

    Review and adjust

    Real traffic often shows edge cases; this step folds them into the rules and the notes.

Handover for MessageBird to Reporting automation: notes, a checked run and a health checkHandover timeline: brief, map, build, test and hand over, five steps in a report with the current one lit.MISSION TIMELINE1BRIEF1 page2MAPfields3BUILDsync4TEST48 events5HAND OVERPDF packFrom first brief to a workspace that runs itself

07 · turnaround

Days to delivery, package by package

With Bird Messaging Analytics and Reporting in place, the schedule assumes credentials arrive in the first day or two.

First Mile

6 to 10 business days

Full Route

10 to 16 business days

Long Watch

16 to 24 business days

08 · before we start

Items to hand over at kickoff

  • Consent from your Bird owner to read the agreed records

  • A Bird workspace with message history and a dashboard, sheet or warehouse where the report should land

  • Bird API details for the account we will connect to

  • Any Bird events that must never reach reporting dashboard

  • Approval to review a small set of recent Bird records

  • Preferred language and tone for any messages the route sends

09 · security and ownership

You keep control of Bird and reporting dashboard, we keep to the map

No product code is patched and no bulk export is made.

Read-only MessageBird to Reporting access: your data stays yoursA glowing shield with a tick at the centre of rings, with read-only lines in and named-people lines out, keeping your data yours.READ-ONLYYOUR ACCOUNTNAMED PEOPLEYOUR DATA STAYS YOURS

Standard access, standard behaviour

We rely on the regular access each platform offers, never on a change to how Bird or reporting dashboard work internally.

Scoped, revocable access

Connections are restricted to the objects on the approved list.

Sensitive values held back

Anything sensitive in Bird is either excluded or transformed before it can reach reporting dashboard.

Recovery without duplicates

Failed or unclear writes are recovered by matching on the channel, the carrier or template, and the reporting period, never by generating a new report.

Minimal logging

Only technical identifiers reach the run history.

Full handover

The finished route and its explanation are delivered together.

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 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 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

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

11 · questions

Bird messaging reports: what operations teams ask

The essentials in question-and-answer form, with room for your own in the quote request.

PriceTimeAccessHandover?Every question, answered
Should we just use a Bird to Messaging Analytics and Reporting Zapier recipe?

Where a clear view of what was sent, delivered, failed and spent is enough, stay with a zap. The difference shows when you must split failures by carrier, compare equal time windows or tie spend to outcomes. The connector carries the event; the build carries the decisions.

Which channels are covered?

SMS, WhatsApp and email, as far as Bird reports them.

Does it show read rates?

Where the channel reports reads. A delivery receipt is not a read.

How often is it updated?

On the schedule you choose, such as hourly or daily.

Can it show cost?

Yes, per segment and per message, beside outcomes.

Where does the report go?

To the dashboard or warehouse you name.

Is MessageBird data included?

Yes, as Bird now holds it.

What does the mapping document contain?

A signed-off Bird Messaging Analytics and Reporting field mapping service output is required before we write to Messaging Analytics and Reporting.

Can the route branch on region, value or stage on the Bird Messaging Analytics and Reporting service?

Yes. Your rules decide what moves, so the route becomes a custom Bird workflow for Messaging Analytics and Reporting. A Bird Messaging Analytics and Reporting integration consultant's advice comes with it, from $1,285.

Will I be told if something stops working in the Bird Messaging Analytics and Reporting service?

Dependencies are listed at handover. A breaking change pauses just the part it touches and alerts your owner, and post-review fixes are quoted separately. This page also answers searches for custom bird messaging analytics and reporting automation.

Know what your messaging does, and what it costs, down to the carrier

Give your team reports that point to the cause

Tell us how Messaging Analytics and Reporting should look when things work, and we will automate Bird data to Messaging Analytics and Reporting to produce exactly that. From $1,285.

For enterprise-scale or multi-region needs, request a tailored quote.