Lucia Protocol Logo
Case StudyMid-Tier CEX · Anonymized

From 18 hours of weekly meetings to zero.

A well-known mid-tier centralized exchange was running KOL campaigns across multiple regions. Every week, marketing needed to ask engineering the same questions. With Lucia, those questions answer themselves.

Form fills↑ 275%
81
Before
304
With Lucia
Same campaign budget
Qualified leads signed up↑ 360%
5
Before
23
With Lucia
Same campaign period
18h
hrs/week reclaimed
0
ad-hoc IT requests

The Problem

This exchange uses KOL messaging across multiple regions. Some KOLs drive lead-magnet form fills. Others drive direct signups. But with no established pipeline between marketing and IT, the same five questions — how many form fills, how many signups, did anyone link a bank account, did anyone start trading, which KOL drove which action — required a recurring cross-team meeting to answer.

That meeting consumed roughly 18 person-hours per week across a 9-person team (4 marketing + 5 engineering). Every single week.

The Context

This isn't a scrappy startup. This is a mid-tier exchange with substantial trade volume, its own corporate VC arm, and an active pitch competition program. They had MixPanel. They had Hotjar. The tools existed. But seeing data alone doesn't move the company forward. Knowing which decisions are winning decisions does.

Think of Lucia less as an analytics platform and more as a RevOps and GTM growth enhancer — built developer-first, so the exact questions marketing asks IT are answered automatically, without IT.

01BEFORE LUCIATHE WEEKLY RITUAL
Before Lucia — The Weekly Ritual: marketing asked engineering the same questions every week
02THE BLINDSPOTATTRIBUTION CANYON
The Blindspot — Between paying for distribution and knowing the reward, most teams are flying blind
03WITH LUCIASAME QUESTIONS, NO MEETING
After Lucia — Same questions, no meeting. 81 form fills, 5 leads, all events auto-tracked
04POSITIONINGWHY LUCIA ≠ ANALYTICS
Positioning — It looks like analytics. It works like RevOps.
05THE OUTCOMEONE QUARTER, MEASURED
The Scorecard — What changed in one quarter: 18h/week reclaimed, 81 form fills, 5 qualified leads
06AI · THE KOL PORTFOLIOPER-CREATIVE LINK PERFORMANCE
Lucia AI reads every creative and rebalances the spend — KOL portfolio rebalancing
DIAGNOSISWHAT 81 ACTUALLY TOLD US

81 is a starting point, not a verdict.

When the manager heard the number he said it was too low. The instinct is to blame the KOL. But you can't tell a creator to be “funnier” if that's not their brand — and that's not the problem anyway. The right move is to run the diagnostic: every weak result has a specific cause, and each metric in the funnel points to exactly where the breakdown happened.

MetricWhat it reveals
ImpressionsDid enough people see it?
ClicksWas the post compelling enough to drive action?
CTRWas the hook strong relative to reach?
Landing page conversionWas your form or offer persuasive?
Signup qualityWere they useful leads or junk?
Cost per signupIs the channel efficient at volume?
Cost per qualified leadWhat's the real unit economics?

“One post is not a campaign. It's a lottery ticket.”

The diagnosis revealed the campaign structure was the problem, not the KOL. A single post has one shot to reach the right person at the right moment. A campaign system compounds across touchpoints. The fix was to redesign the package.

Minimum package

Per KOL · Per campaign

AssetPurpose
Main X postAwareness
Quote tweet 24 hours laterSecond exposure
Reply under original postPush link again
Pinned post for 48–72 hoursCapture profile visits
Telegram/Discord mentionHigher-intent conversion
Short video or screen recordingTrust and explanation
Follow-up "results" postSocial proof

The real play

You should not “micromanage” the KOL's personality. You should control the campaign system:

  1. 1Hook
  2. 2Offer
  3. 3CTA
  4. 4Posting cadence
  5. 5Tracking
  6. 6Incentives
  7. 7Follow-up

If they cannot operate inside that system, cut them.

The biggest mistake is blaming the KOL without knowing whether your offer converts. The second biggest mistake is letting them run vague awareness posts and calling that distribution.

Beyond Attribution

After implementing Lucia, this exchange leveraged one of our most unique AI features: per-creative KOL portfolio rebalancing. Every link is scored by what happened after the click — not the impression. Which KOLs to drop, which to double. Automated, weekly.

Regulatory Complexity

This exchange also navigated a significant regulatory shift in one of its primary operating regions. Rather than attempt a single expensive licensing process, they restructured into three entities — MENA, Latin America, and a parent company — operating across West Africa and LATAM. Lucia's multi-entity attribution model tracked campaign performance across all three footprints from day one.

Ready to close the attribution gap?

See how Lucia wires your KOL campaigns directly to revenue events — no SQL, no recurring meetings, no guesswork.