Buzz by ChainGPT · Case studies

Outcomes, not impressions.
Here are the receipts.

See how DeCharge, Pheasant Network, and DAC | Quantum Chain used Buzz to turn pre-TGE reward pools into verified traffic, real product usage, and communities that stayed after the rewards ended.

Across three recent Buzzdrops

in combined reward pools
registered Buzzers
clicks driven
qualified clicks
verified quest completions
new followers and members*

*Pheasant Network and DAC, measured at campaign start and close. Combined totals from each campaign's Buzz attribution report.

Attention isn't the problem. Proving it is.

Every launch team can buy reach. Far fewer can show which clicks came from real people, which channels moved, and what was still there a month later. That gap is where launch budgets quietly disappear.

Spikes fade.

Launch-week attention often drops off the moment rewards stop, leaving little behind for TGE.

Engagement is easy to fake.

Bots and click farms can inflate dashboards that look great and prove nothing.

Attribution stops at impressions.

When agencies, KOLs, and quest tools each report separately, nobody can tie spend to real users.

Buzz is designed to close that gap. Every click qualified, every quest verified, every reward tied to real impact.

Pick your goal. We've run the playbook.

Every Buzzdrop is configured around a different outcome. Start with the one closest to yours.

CONVERTCase study 01Logo pending

DeCharge turned a Buzzdrop into 220,000+ product actions

DeCharge is a Solana DePIN network deploying real EV charging infrastructure. Ahead of TGE, it needed momentum that showed up as real users, not vanity metrics.

SolanaDePIN, EV charging8 weeks (May 12 to July 7, 2026)$150,000 in $CHARGE23,361 Buzzers

The goal

  • Pre-TGE momentum that translated into real users
  • Verified, bot-filtered traffic instead of inflated dashboards
  • Distribution across every platform, not just X
  • Real usage inside the DeCharge ecosystem

What we ran

A full Buzzdrop on ChainGPT Pad with a referral overlay. The anchor quest sent Buzzers into AI Scout, DeCharge's charger-scanning tool, so earning points meant using the product. AI scoring and rolling integrity audits ran from day one to snapshot.

40% Buzz Links25% $CGPT Stakers20% On-chain quests15% In-app quests

Referrals overlay

registered Buzzers

total clicks driven

qualified traffic (563K clicks)

quest completions

pieces of content created across X and other platforms

220,000+

Product actions inside DeCharge's own ecosystem. Buzzers didn't stop at a click. They scanned chargers through AI Scout, subscribed to channels, read the Messari report, and registered accounts. That's the difference between a campaign that trends and one that converts.

Where the traffic went

Website
172,722 / 186,282
X profile
119,801 / 149,821
Telegram
75,025 / 96,516
Discord
51,847 / 70,654
Instagram
55,234 / 59,343
YouTube
51,071 / 55,725
LinkedIn
37,746 / 43,889

Qualified clicks Total clicks

Nearly half of qualified traffic (48%) went to Telegram, Discord, Instagram, YouTube, and LinkedIn, beyond X and the website.

Quest performance

Scan through AI Scout
220,720
Like pinned post
19,302
Subscribe to YouTube channel
18,957
Read the Messari report
18,848
Register account
18,577

AI Scout scans outnumbered every other quest combined, nearly 3 to 1.

What we learned

  1. 01

    Verification is the differentiator.

    85.1% of clicks qualified. Leading with quality over volume changed the partner conversation.

  2. 02

    Product quests beat social tasks.

    Routing Buzzers into AI Scout built repeated, hands-on usage, not one-time task completion.

  3. 03

    Integrity in public builds trust.

    When the community flagged suspicious leaderboard activity, an audit deranked bots and corrected points in the open. Trust held through settlement.

“The BuzzDrop is one of the most unique campaigns we've seen so far compared to some of the competitors.”

Dr. Prakash Kamaraj, Co-Founder, DeCharge
"Powering the Grid" X Space
SUSTAINCase study 02Logo pending

Pheasant Network kept $PNT visible every day for 13 weeks

Pheasant Network is an AI-powered DeFi Super App for cross-chain intents on Ethereum. In a crowded interoperability market, it needed visibility that lasted the whole runway to TGE, and an audience that stayed after the rewards stopped.

EthereumDeFi, cross-chain intents13 weeks (June 15 to September 13, 2026)$200,000 in $PNT10,100+ Buzzers

The goal

  • Sustained pre-TGE visibility across a long runway, not one news cycle
  • Verified, bot-filtered traffic into owned channels and product content
  • Lasting audience growth on X, Telegram, Discord, YouTube, and LinkedIn
  • Hands-on product usage on the network itself

What we ran

A full Buzzdrop with a referral overlay. Four daily recurring quests kept every Pheasant channel active, and a one-time on-chain onboarding quest brought users onto the network. As momentum built, the campaign was extended by 48 days and the pool raised from $150,000 to $200,000.

40% Buzz Links25% $CGPT Stakers20% On-chain quests15% In-app quests

Referrals overlay

registered Buzzers

total clicks driven

qualified clicks

quest completions

new followers and members across X, Telegram, Discord, YouTube, and LinkedIn

388,000+

Daily community actions across X, Telegram, and Discord. A core of roughly 3,800 Buzzers came back every day for 13 weeks, keeping $PNT visible on every Pheasant channel from June to September. That's the difference between a campaign that spikes and one that sustains.

Where the traffic went

X profile
229,987 / 291,512
Website library
133,331 / 219,698
Telegram
143,164 / 187,630
YouTube
52,282 / 88,204
LinkedIn
48,258 / 72,726
Discord
32,178 / 53,400

Qualified clicks Total clicks

X and Telegram led on quality (79% and 76% qualified) and together delivered 58% of all qualified clicks.

Audience growth, before and after

+12,118

X followers

74,182 → 86,300

+207%

Telegram members

4,256 → 13,074

+2,786

Discord members

21,598 → 24,384

+459

YouTube subscribers

11 → 470

+95%

LinkedIn followers

319 → 623

+76%

Influencer followers

120 → 211

Followers and members Pheasant kept after the campaign ended, measured at start and close.

What we learned

  1. 01

    Extensions compound with a bigger pool.

    Pairing the 48-day extension with a larger pool took participation from roughly 3,600 Buzzers to more than 10,100.

  2. 02

    Recurring quests sustain long campaigns.

    Four daily tasks drove 93% of all quest completions and held a returning core of about 3,800 Buzzers.

  3. 03

    Reach turns into authority.

    Influencer followers grew 76% and Sorsa Score rose 34%, lifting Pheasant's standing with the accounts that shape attention.

BUILDCase study 03Logo pending

DAC | Quantum Chain added 61,700+ followers and members in 29 days

DAC is a quantum-secure Layer 1 on Ethereum and BNB Chain and a ChainGPT Labs Residency partner. A deep-tech thesis has a short window to land before TGE, and complex narratives rarely survive a scroll.

Ethereum and BNB ChainLayer 1, quantum security29 days (August 26 to September 24, 2026)$125,000 in $DACT64,178 Buzzers

The goal

  • Mass pre-TGE visibility for a deep-tech narrative
  • Verified, bot-filtered traffic into X, Telegram, and Discord
  • Education at scale on quantum security and the dual-token model
  • Lasting audience growth and authority heading into launch

What we ran

A full Buzzdrop with a referral overlay. A DAC project quiz led the quest stack, so earning points meant learning the thesis. A ChainGPT Labs Residency spotlight added reach beyond the Pad audience, and the campaign was extended by 10 days with the pool raised from $100,000 to $125,000.

40% Buzz Links35% $CGPT Stakers25% In-app quests

Referrals overlay

registered Buzzers

total clicks driven

qualified clicks

quest completions

new followers and members across X, Telegram, Discord, and LinkedIn

13,000+

Clicks into DAC's channels every day for 29 days, with 7,700+ qualified visits and 1,500+ new X followers arriving daily. DAC's combined community grew 22.3% to 338,740, putting $DACT in front of a fresh, verified audience ahead of launch. That's the difference between a campaign that trends and one that builds.

Where the traffic went

X profile
86,831 / 150,311
Telegram
101,061 / 149,138
Discord
36,339 / 82,241

Qualified clicks Total clicks

Telegram delivered the most verified traffic: 101,061 qualified clicks at a 67.8% rate.

Quest performance

DAC project quiz
36,953
Like and share the launch tweets
22,041
Join the DAC Discord
15,703
Share the DAC Public Sale on X
9,035

The project quiz was 44% of all quest activity, putting the quantum-security thesis in front of the community one verified answer at a time.

Audience growth, before and after

+44,004

X followers (+34.7%)

126,630 → 170,634

+7,903

Telegram community

44,078 → 51,981

+9,738

Discord community

105,783 → 115,521

+69%

Influencer followers

91 → 154

+27%

Twitter Score

5.24 → 6.65

Followers and members DAC gained through the campaign, measured at start and close.

What we learned

  1. 01

    Momentum compounds fast.

    8,700+ Buzzers joined in week one. By close the campaign had grown more than sevenfold to 64,178.

  2. 02

    X became the growth engine.

    44,004 new followers in 29 days, a 34.7% jump and more than 1,500 a day.

  3. 03

    Quizzes make deep tech stick.

    36,953 verified quiz completions turned attention into understanding of a complex thesis.

Three campaigns, one screen

Same engine, configured three different ways. Here's how they compare.

Three Buzz campaign results
CampaignDeChargePheasant NetworkDAC | Quantum Chain
GoalConvertSustainBuild
CategoryDePIN, EV chargingDeFi, cross-chain intentsLayer 1, quantum security
NetworkSolanaEthereumEthereum and BNB Chain
Duration8 weeks13 weeks29 days
Reward pool$150K$200K (raised from $150K)$125K (raised from $100K)
Registered Buzzers23,36110,100+64,178
Total clicks662,230913,170381,690
Qualified clicks563,446639,200224,231
Quest completions296,404418,80783,815
New followers and membersNot measured26,67661,704
Engagement engineAI Scout product scansFour daily recurring questsProject quiz
Best fit when you needProduct usage before TGEVisibility across a long runwayAudience scale in weeks

Not sure which playbook fits? Book a call and we'll map it to your launch.

Book a Call

How a Buzzdrop works

Buzz is ChainGPT's outcome-based launch engine. Projects fund a reward pool, Buzzers drive verified outcomes, and rewards follow impact.

  1. 01

    Set the pool.

    Reward buckets configured across Buzz Links, quests, stakers, and referrals.

  2. 02

    Distribute everywhere.

    Unique trackable links across X, Telegram, Discord, YouTube, LinkedIn, Instagram, Medium, and the open web.

  3. 03

    Drive real actions.

    In-app and on-chain quests turn attention into product usage, learning, and community activity.

  4. 04

    Grade for quality.

    AI scoring plus rolling integrity checks derank bots and reward real humans.

  5. 05

    Snapshot and settle.

    Automated verification locks results and rewards high-impact users.

Reward buckets, configured per campaign

Buzz Links.

Qualified clicks and verified conversions through each Buzzer's trackable links.

$CGPT Stakers.

A proportional share for registered $CGPT stakers.

In-app quests.

Verified product, education, and community actions.

On-chain quests (optional).

Verified one-time onboarding actions from a compliance-reviewed catalog.

Referrals.

An overlay of 10 to 20% of referred users' points, stacked on top.

Splits are set per campaign. DeCharge and Pheasant ran 40 / 25 / 20 / 15; DAC ran 40 / 35 / 25 with no on-chain bucket.

Why projects launch with Buzz

Full-funnel attribution.

Know exactly which creators, channels, and content drove every qualified click and conversion.

AI-graded quality.

Scoring plus rolling integrity audits designed to filter bots before rewards settle. Real humans, real impact.

Multi-platform by default.

Not an X-only campaign. Buzz Links work across every social platform, community, and website.

Built-in distribution.

Direct access to ChainGPT's audience of [1M+] followers on X and [500,000+] Telegram users, plus managed co-marketing throughout.

Figures pending approval

Turn attention into verified outcomes

Don't spend your launch budget on impressions you can't verify. A Buzz campaign is designed to build the traffic, product usage, and community depth you need before TGE, with the receipts to prove it.

Book a Call

Beyond growth, ChainGPT provides

PR distribution and paid adsToken sales via ChainGPT Pad, for selected teamsMarketing strategy 1:1 meetingsVC and partner network accessEducational content and X Spaces

Questions founders ask us

Most run two to four weeks, timed to a TGE or product launch. The campaigns on this page ran 29 days, 8 weeks, and 13 weeks, and all three were extended mid-campaign as momentum built.

Your launch, with the receipts.

Tell us your budget and target TGE window. On a 15 to 20 minute call we'll map a Buzzdrop to your goal and share estimated performance for your campaign.

Prefer to talk directly? [email protected] · Telegram @Neon_Web3

Results shown are from past campaigns and reflect each project's pool, duration, and market conditions. They are not a forecast of future campaign performance.

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