Knowledge Graph Conference 2025
Knowledge Graph Conference 2025
Knowledge Graph Conference 2025

The Challenge & How umoh Solved It

KGC had an engaged—but scattered—audience: five years of registration records sat in disconnected spreadsheets and ticket platforms, while this year’s growth target called for both higher-value repeat buyers and net-new prospects. Manual list building and generic blasts risked wasting budget on the wrong people.

Umoh stepped in with a two-pronged, data-driven approach:

  • Collect & Analyze – We consolidated last-year registration logs, mapped purchase history, and surfaced a “loyal attendee” segment (≥ 3 previous purchases). Trend analysis revealed when they buy, what they spend, and which content tracks trigger upgrades.

  • Personalzed Inbound Campaigns – Using those insights, we built segmented email journeys that spoke directly to loyalists’ interests (advanced workshops, alumni pricing), while nudging mid-funnel contacts with early-bird bundles.

  • Automated LinkedIn Outreach – For net-new leads, Umoh’s bot pulled fresh prospects straight from followers of the official KGC LinkedIn page, then ran a fully automated connect–message–follow-up sequence.

  • Real-time Attribution – Every sale—whether email or LinkedIn sourced—looped back into the dashboard, letting marketing double-down on what converted fastest.


Key Outcomes


Result

Why it Matters

💸 Higher Sales ROI through Loyal Attendees

Loyal attendees spent 40 % more per purchase ( $534 vs. $382 )

Focused targeting lifted revenue without expanding ad spend.

🤖 Automated Lead Generation on LinkedIn

Outreach achieved a 50 % reply rate and ran 100 % hands-off

The team re-allocated hours from prospecting to speaker curation.

🔍 Faster Insight Loops

Unified data exposed real-time ticket velocity & segment heatmaps

Daily optimisation kept campaigns under budget yet ahead of goal.

The Challenge & How umoh Solved It

KGC had an engaged—but scattered—audience: five years of registration records sat in disconnected spreadsheets and ticket platforms, while this year’s growth target called for both higher-value repeat buyers and net-new prospects. Manual list building and generic blasts risked wasting budget on the wrong people.

Umoh stepped in with a two-pronged, data-driven approach:

  • Collect & Analyze – We consolidated last-year registration logs, mapped purchase history, and surfaced a “loyal attendee” segment (≥ 3 previous purchases). Trend analysis revealed when they buy, what they spend, and which content tracks trigger upgrades.

  • Personalzed Inbound Campaigns – Using those insights, we built segmented email journeys that spoke directly to loyalists’ interests (advanced workshops, alumni pricing), while nudging mid-funnel contacts with early-bird bundles.

  • Automated LinkedIn Outreach – For net-new leads, Umoh’s bot pulled fresh prospects straight from followers of the official KGC LinkedIn page, then ran a fully automated connect–message–follow-up sequence.

  • Real-time Attribution – Every sale—whether email or LinkedIn sourced—looped back into the dashboard, letting marketing double-down on what converted fastest.


Key Outcomes


Result

Why it Matters

💸 Higher Sales ROI through Loyal Attendees

Loyal attendees spent 40 % more per purchase ( $534 vs. $382 )

Focused targeting lifted revenue without expanding ad spend.

🤖 Automated Lead Generation on LinkedIn

Outreach achieved a 50 % reply rate and ran 100 % hands-off

The team re-allocated hours from prospecting to speaker curation.

🔍 Faster Insight Loops

Unified data exposed real-time ticket velocity & segment heatmaps

Daily optimisation kept campaigns under budget yet ahead of goal.

The Challenge & How umoh Solved It

KGC had an engaged—but scattered—audience: five years of registration records sat in disconnected spreadsheets and ticket platforms, while this year’s growth target called for both higher-value repeat buyers and net-new prospects. Manual list building and generic blasts risked wasting budget on the wrong people.

Umoh stepped in with a two-pronged, data-driven approach:

  • Collect & Analyze – We consolidated last-year registration logs, mapped purchase history, and surfaced a “loyal attendee” segment (≥ 3 previous purchases). Trend analysis revealed when they buy, what they spend, and which content tracks trigger upgrades.

  • Personalzed Inbound Campaigns – Using those insights, we built segmented email journeys that spoke directly to loyalists’ interests (advanced workshops, alumni pricing), while nudging mid-funnel contacts with early-bird bundles.

  • Automated LinkedIn Outreach – For net-new leads, Umoh’s bot pulled fresh prospects straight from followers of the official KGC LinkedIn page, then ran a fully automated connect–message–follow-up sequence.

  • Real-time Attribution – Every sale—whether email or LinkedIn sourced—looped back into the dashboard, letting marketing double-down on what converted fastest.


Key Outcomes


Result

Why it Matters

💸 Higher Sales ROI through Loyal Attendees

Loyal attendees spent 40 % more per purchase ( $534 vs. $382 )

Focused targeting lifted revenue without expanding ad spend.

🤖 Automated Lead Generation on LinkedIn

Outreach achieved a 50 % reply rate and ran 100 % hands-off

The team re-allocated hours from prospecting to speaker curation.

🔍 Faster Insight Loops

Unified data exposed real-time ticket velocity & segment heatmaps

Daily optimisation kept campaigns under budget yet ahead of goal.

umoh turned five years of scattered spreadsheets into a

single growth engine—loyal buyers came back bigger, and new

voices discovered KGC without us lifting a finger.”

umoh turned five years of scattered spreadsheets into a

single growth engine—loyal buyers came back bigger, and new

voices discovered KGC without us lifting a finger.”

umoh turned five years of scattered spreadsheets into a

single growth engine—loyal buyers came back bigger, and new

voices discovered KGC without us lifting a finger.”

— KGC Marketing Lead

Event Snapshot

Date & Venue

5 – 9 May 2025 · Cornell Tech, New York City (hybrid)

Attendance

Global community of data-/AI-driven engineers, researchers & executives

umoh Service Scope

Historical attendee-data analysis & insight reportInbound / Outbound ticket sales execution

From strategy to check-in:

unlock end-to-end growth with umoh

Minimal change, maximum momentum.

Splab Inc.

대표자 : 선민승

お問い合わせ

02-1600-4138

help@splab.dev

お問い合わせ

Terms of Service

Privacy Policy

Copyright ⓒ 2023 Splab Inc. All rights reserved.

Splab Inc.

대표자 : 선민승

お問い合わせ

02-1600-4138

help@splab.dev

お問い合わせ

Terms of Service

Privacy Policy

Copyright ⓒ 2023 Splab Inc. All rights reserved.

From strategy to check-in:

unlock end-to-end growth with umoh

Minimal change, maximum momentum.

Japanese (Japan)

サインイン

Japanese (Japan)

サインイン

Japanese (Japan)

Splab Inc.

대표자 : 선민승

お問い合わせ

02-1600-4138

help@splab.dev

お問い合わせ

Terms of Service

Privacy Policy

Copyright ⓒ 2023 Splab Inc. All rights reserved.

Splab Inc.

대표자 : 선민승

お問い合わせ

02-1600-4138

help@splab.dev

お問い合わせ

Terms of Service

Privacy Policy

Copyright ⓒ 2023 Splab Inc. All rights reserved.

From strategy to check-in:

unlock end-to-end growth with umoh

Minimal change, maximum momentum.