In partnership with
Hi Presearch Community,
Presearch’s expansion into enterprise compute is changing the economics of the network in a big way.
What was once an inflationary model is now becoming increasingly deflationary.
We’ve tied rewards directly to real growth, meaning circulating supply can no longer run away unchecked. As more users search on Presearch.com and as we close more enterprise GPU compute deals, supply is actively locked, removed, or burned.
Let’s break down why Series III matters:
Real Demand Is Already Here
We’re launching 200 Vector Nodes, not because it “sounds good,” but because demand is already pulling capacity from the network.
That demand is coming from:
• Consumer search (index backlog)
• Enterprise needs through Vectorization as a Service (VaaS)
This isn’t speculative. It’s happening now.
A New Opportunity for Node Operators
As enterprise workloads scale, we’re targeting well above ~20% APR for node operators.
And importantly, that upside doesn’t come from inflation. It comes from real demand hitting the network.
If you know companies that could benefit from vectorization (VaaS), we’d love to connect:
We also offer a finder’s fee for closed deals.
Supply Is Being Absorbed, Not Emitted
Each node license removes PRE from circulation.
So far, Series I + II have already removed: 14,281,659 PRE
Series III is expected to at least double that.
This isn’t token emission.
This is supply absorption.
Scaling Without Burning Capital
Presearch scales differently.
We don’t spend heavily on infrastructure. Instead:
• Node licenses are sold into demand
• Operators supply and maintain compute
• Rewards are based on actual work performed
So as demand grows:
• The network scales
• Operators earn more
• No capital is burned to get there
It’s a negative CapEx model, and it changes everything.
The Product-Market Fit Is Clear
The wedge is Vectorization as a Service (VaaS).
Businesses want to take their data, vectorize it, and make it searchable through AI and natural language.
In simple terms: They want to chat with their data.
This is one of the fastest-growing needs in AI today and Presearch is positioned right in the middle of it.
Built-In Deflation: Buybacks & Burn
As revenue grows:
• Buybacks increase
• A portion of tokens is permanently burned
• 20% of the non-migrated supply will be burned during the upcoming TGE token swap
This isn’t just about locking supply… it’s about permanently reducing it.
The Flywheel Is in Motion
More users + more enterprise demand →
More nodes needed →
More PRE locked →
More revenue generated →
More buybacks and burn
That’s how you build a system designed not to dilute.
Limited Opportunity
These node licenses aren’t unlimited.
Each one represents a license to earn, with a baseline of ~20% APR and potential upside as demand grows.
When they’re gone, they’re gone.
Thank you for being a part of this journey.
💫 You won’t regret it.
Warm regards,
The Presearch Team
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