Case study

From 9-10 hours a week of copy-paste to a self-syncing lead pipeline across 16 clients.

Ryan · Paid Media Agency Owner · Chicago, IL

A 9-person agency ran ads for 16 clients, each with a different, disconnected lead setup.
Account managers moved every lead by hand.
We built the sync layer that made that work disappear.

9-10 hrs/wkManual copy-paste work eliminated per account manager
16 clientsHeterogeneous stacks unified into one sync layer
$14,500/yrLabor cost recovered per employee, redirected to client work

How 16 mismatched client stacks became one fault-tolerant pipeline

The Challenge

Ryan’s agency was running paid campaigns for 16 local service clients, and every single one had a different lead setup. Some landed in Meta’s Lead Ads Center, some came through a landing page into Google Sheets, some arrived as WhatsApp messages, and a few clients ran on tools Ryan’s team had never touched before, including one CRM from 2014 with almost no API.

His account managers absorbed the gap by hand: export a CSV from Meta, paste it into a client’s spreadsheet, then re-type the same contact into their CRM so cost-per-lead reporting stayed accurate. On one account manager alone, that was 9-10 hours a week of pure copy-paste work, roughly $14,500 a year in loaded labor cost, just moving data that should have moved itself.

The real damage showed up when the manual process broke. A lead came in from a Facebook ad at 11pm, didn’t get copied into the CRM until the next afternoon, and by the time the client’s sales team called, the lead was already booked with a competitor. Then the client saw a "12 leads, 2 booked" report and started questioning whether Ryan’s ads even worked, when the real problem was an 18-hour gap between the lead existing and anyone acting on it. Duplicates made it worse: the same person would arrive from a remarketing ad and again from an organic form fill days later, creating two records and two follow-up sequences, so a client’s sales rep would call the same lead twice in one day looking disorganized.

The Solution

We built a monitored, fault-tolerant lead-sync layer across every client’s ad platforms, spreadsheets, WhatsApp threads, and CRMs, including the legacy system with almost no API:

  • Health-check monitoring - every sync job runs on a heartbeat schedule with a dead-man’s-switch alert, so a broken sync triggers an immediate Slack/email/SMS alert instead of going unnoticed for days.
  • Deterministic-then-fuzzy deduplication - leads are matched on hard identifiers (email/phone) first, fuzzy-matched second with a confidence score, and only auto-merged above a high-confidence threshold, solving the exact remarketing-vs-organic duplicate scenario Ryan described.
  • Full schema audit - every custom field across all 16 client CRMs and sheets was mapped and documented before any sync logic was built, with automatic flagging of any renamed or new field.
  • Legacy-system fallback ingestion - for the 2014 CRM with no real API, a documented fallback method (CSV watch-folder automation) was built instead of promising an integration the stack couldn’t support.
  • Shadow-mode migration - the sync ran in read-only mode first, validated against the existing manual process for 1-2 weeks, with a full data snapshot taken before live write-mode ever activated.

Every client got one documented system-of-record hierarchy, so there was never ambiguity about which system held the current, correct version of a lead.

The Result

The 9-10 hours a week one account manager spent on manual data entry are gone. Leads now flow from every client’s ad platform, spreadsheet, or WhatsApp thread into their CRM automatically, including the 2014 tool nobody thought could be integrated. Duplicate records from multi-channel lead capture are caught and merged before a sales rep ever calls the same person twice. Sync failures surface as an alert within minutes, not as a client asking why their pipeline looks empty.

Ryan’s team now spends that recovered time managing campaigns, not re-typing the same contact into three different systems.

Inside the build

The actual sync layer running across Ryan’s 16 client stacks

This is the live pipeline connecting every client’s ad platform, spreadsheet, and CRM, showing the health-check dashboard, the dedup matching logic, and the unified cost-per-lead rollup, all in one place.

Sync Health Dashboard

Per-record sync status (success/failed/retried) visible in real time, with automatic alerts on any failure.

Deduplication Engine

Every incoming lead matched against existing records before creating a new one, eliminating double-calls.

Unified Reporting Layer

Cost-per-lead rolled up accurately across all 16 clients from one source, without manual reconciliation.

Key takeaways

What made this build work

The principles from this project apply to any agency or business managing leads across multiple disconnected tools.

Audit before you automate

Mapping every client’s fields and quirks first, including the legacy CRM, meant nothing broke silently after launch.

Deduplication has to happen at the point of entry

Catching duplicate leads on arrival, not after, is what actually stops reps from calling the same person twice.

Observability makes a sync layer trustworthy

Turning "it broke and nobody noticed" into "it broke and someone was alerted in minutes" is what makes a sync layer trustworthy enough to depend on.

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