Knowledge Graphs Conference LLC
Knowledge Graphs Conference LLC
Knowledge Graphs Conference LLC

The Challenge & How umoh Solved It

KGC had an engagedโ€”but scatteredโ€”audience: five years of registration records sat in disconnected spreadsheets and ticket platforms, while this yearโ€™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 โ€“ We consolidated last-year registration logs, mapped purchase history, and surfaced a โ€œloyal attendeeโ€ segment (โ‰ฅ 3 previous purchases). Trend analysis revealed when they buy, what they spend, and which content tracks trigger upgrades.

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

  • Automated LinkedIn Outreach โ€“ For net-new leads, Umohโ€™s bot pulled fresh prospects straight from followers of the official KGC LinkedIn page, then ran a fully automated connectโ€“messageโ€“follow-up sequence.

  • Real-time Attribution โ€“ Every saleโ€”whether email or LinkedIn sourcedโ€”looped back into the dashboard, letting marketing double-down on what converted fastest.

Key Outcomes


Result

Why it Matters

๐Ÿ’ธ Higher Sales ROI through Loyal Attendees

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

Focused targeting lifted revenue without expanding ad spend.

๐Ÿค– 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.

๐Ÿ” 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 engagedโ€”but scatteredโ€”audience: five years of registration records sat in disconnected spreadsheets and ticket platforms, while this yearโ€™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 โ€“ We consolidated last-year registration logs, mapped purchase history, and surfaced a โ€œloyal attendeeโ€ segment (โ‰ฅ 3 previous purchases). Trend analysis revealed when they buy, what they spend, and which content tracks trigger upgrades.

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

  • Automated LinkedIn Outreach โ€“ For net-new leads, Umohโ€™s bot pulled fresh prospects straight from followers of the official KGC LinkedIn page, then ran a fully automated connectโ€“messageโ€“follow-up sequence.

  • Real-time Attribution โ€“ Every saleโ€”whether email or LinkedIn sourcedโ€”looped back into the dashboard, letting marketing double-down on what converted fastest.

Key Outcomes


Result

Why it Matters

๐Ÿ’ธ Higher Sales ROI through Loyal Attendees

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

Focused targeting lifted revenue without expanding ad spend.

๐Ÿค– 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.

๐Ÿ” 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 engagedโ€”but scatteredโ€”audience: five years of registration records sat in disconnected spreadsheets and ticket platforms, while this yearโ€™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 โ€“ We consolidated last-year registration logs, mapped purchase history, and surfaced a โ€œloyal attendeeโ€ segment (โ‰ฅ 3 previous purchases). Trend analysis revealed when they buy, what they spend, and which content tracks trigger upgrades.

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

  • Automated LinkedIn Outreach โ€“ For net-new leads, Umohโ€™s bot pulled fresh prospects straight from followers of the official KGC LinkedIn page, then ran a fully automated connectโ€“messageโ€“follow-up sequence.

  • Real-time Attribution โ€“ Every saleโ€”whether email or LinkedIn sourcedโ€”looped back into the dashboard, letting marketing double-down on what converted fastest.

Key Outcomes


Result

Why it Matters

๐Ÿ’ธ Higher Sales ROI through Loyal Attendees

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

Focused targeting lifted revenue without expanding ad spend.

๐Ÿค– 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.

๐Ÿ” 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 engineโ€”loyal buyers came back bigger, and new

voices discovered KGC without us lifting a finger.โ€

Umoh turned five years of scattered spreadsheets into a

single growth engineโ€”loyal buyers came back bigger, and new

voices discovered KGC without us lifting a finger.โ€

Umoh turned five years of scattered spreadsheets into a

single growth engineโ€”loyal buyers came back bigger, and new

voices discovered KGC without us lifting a finger.โ€

โ€” KGC Marketing Lead

ํ–‰์‚ฌ ๊ฐœ์š”

์ผ์‹œ ๋ฐ ์žฅ์†Œ

5 โ€“ 9 May 2025 ยท Cornell Tech, New York City (hybrid)

์ฃผ์ตœ์‚ฌ

์ฐธ๊ฐ€์ž

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

umoh ์ œ๊ณต ์„œ๋น„์Šค

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

์šฐ๋ฆฌ ํ–‰์‚ฌ๋„ ์„ฑ๊ณต ์Šคํ† ๋ฆฌ๋กœ ๋งŒ๋“ค ์ˆ˜ ์žˆ๋Š” ๊ธฐํšŒ!

umoh๊ฐ€ ์—ฌ๋Ÿฌ๋ถ„์˜ ํ–‰์‚ฌ๋ฅผ ์–ด๋–ป๊ฒŒ ๋„์™€๋“œ๋ฆด ์ˆ˜ ์žˆ๋Š”์ง€ ์•Œ์•„๋ณด์„ธ์š”

(์ฃผ) ์Šคํ”Œ๋žฉ

๋Œ€ํ‘œ์ž : ์„ ๋ฏผ์Šน

์‚ฌ์—…์ž๋“ฑ๋ก๋ฒˆํ˜ธ : 736-81-02391ใ…ฃํ†ต์‹ ํŒ๋งค์—… : 2024-์„œ์šธ๊ด€์•…-0768

02-1600-4138

help@splab.dev

์„œ์šธํŠน๋ณ„์‹œ ๊ฐ•๋‚จ๊ตฌ ์—ญ์‚ผ๋กœ 175 ํŒ์Šคํƒ€์šด S2 4์ธต

(์ฃผ) ์Šคํ”Œ๋žฉ

๋Œ€ํ‘œ์ž : ์„ ๋ฏผ์Šน

์‚ฌ์—…์ž๋“ฑ๋ก๋ฒˆํ˜ธ : 736-81-02391ใ…ฃํ†ต์‹ ํŒ๋งค์—… : 2024-์„œ์šธ๊ด€์•…-0768

02-1600-4138

help@splab.dev

์„œ์šธํŠน๋ณ„์‹œ ๊ฐ•๋‚จ๊ตฌ ์—ญ์‚ผ๋กœ 175 ํŒ์Šคํƒ€์šด S2 4์ธต

์šฐ๋ฆฌ ํ–‰์‚ฌ๋„ ์„ฑ๊ณต ์Šคํ† ๋ฆฌ๋กœ ๋งŒ๋“ค ์ˆ˜ ์žˆ๋Š” ๊ธฐํšŒ!

umoh๊ฐ€ ์—ฌ๋Ÿฌ๋ถ„์˜ ํ–‰์‚ฌ๋ฅผ ์–ด๋–ป๊ฒŒ ๋„์™€๋“œ๋ฆด ์ˆ˜ ์žˆ๋Š”์ง€ ์•Œ์•„๋ณด์„ธ์š”

(์ฃผ) ์Šคํ”Œ๋žฉ

๋Œ€ํ‘œ์ž : ์„ ๋ฏผ์Šน

์‚ฌ์—…์ž๋“ฑ๋ก๋ฒˆํ˜ธ : 736-81-02391ใ…ฃํ†ต์‹ ํŒ๋งค์—… : 2024-์„œ์šธ๊ด€์•…-0768

02-1600-4138

help@splab.dev

์„œ์šธํŠน๋ณ„์‹œ ๊ฐ•๋‚จ๊ตฌ ์—ญ์‚ผ๋กœ 175 ํŒ์Šคํƒ€์šด S2 4์ธต

(์ฃผ) ์Šคํ”Œ๋žฉ

๋Œ€ํ‘œ์ž : ์„ ๋ฏผ์Šน

์‚ฌ์—…์ž๋“ฑ๋ก๋ฒˆํ˜ธ : 736-81-02391ใ…ฃํ†ต์‹ ํŒ๋งค์—… : 2024-์„œ์šธ๊ด€์•…-0768

02-1600-4138

help@splab.dev

์„œ์šธํŠน๋ณ„์‹œ ๊ฐ•๋‚จ๊ตฌ ์—ญ์‚ผ๋กœ 175 ํŒ์Šคํƒ€์šด S2 4์ธต

์šฐ๋ฆฌ ํ–‰์‚ฌ๋„ ์„ฑ๊ณต ์Šคํ† ๋ฆฌ๋กœ ๋งŒ๋“ค ์ˆ˜ ์žˆ๋Š” ๊ธฐํšŒ!

umoh๊ฐ€ ์—ฌ๋Ÿฌ๋ถ„์˜ ํ–‰์‚ฌ๋ฅผ ์–ด๋–ป๊ฒŒ ๋„์™€๋“œ๋ฆด ์ˆ˜ ์žˆ๋Š”์ง€ ์•Œ์•„๋ณด์„ธ์š”