Token Model Design
Utility mapping, supply mechanics, emission schedules, burn mechanisms.
Scope
Core Capabilities
Vesting & Cliff Structures
Investor, team, and ecosystem schedules built for long-term alignment.
Liquidity Strategy
DEX seeding, market maker coordination, protocol-owned liquidity.
Economic Modelling
Quantitative simulation of token flows, inflation pressure, demand drivers.
Token Launch Strategy
IDO/IEO planning, exchange listing strategy, community distribution.
Governance Design
DAO structures, voting mechanics, on-chain governance frameworks.
Four engagements
Our Tokenomics Services
A tokenomics model that looks clean in a spreadsheet often breaks in production.
- Cascading unlocks trigger sell pressure.
- Incentive loops reward the wrong behavior.
- A supply schedule quietly classifies the token as a security.
Most founders find out after launch, when fixing it is expensive and public.
Tokenomics Audit
Find out what breaks your Tokenomics before the market does
Blockphrase conducts a tokenomics audit: an independent review of your token’s economic model, i.e. supply schedule, vesting, emissions, and incentive mechanics, designed to catch failure points before they surface in a live market. Our audits also include a MiCA classification check against the substance-over-form test, so regulatory risk is identified alongside economic risk.
Tokenomics Design & Modelling
Token economies built to survive contact with real markets
Tokenomics design covers the full economic architecture of a token: utility, supply schedule, vesting, and incentive mechanisms. Blockphrase builds each of these as one integrated system rather than separate documents, and checks the resulting model against regulatory classification (MiCA, VARA, RBI/SEBI, MAS) requirements before the design is finalized, such that compliance isn’t a redesign step later.
Tokenomics Simulations
Know how the token behaves before the market tests it for you
Tokenomics simulation uses stochastic and deterministic modelling to test how a token economy behaves under real market conditions, considering volatility, low liquidity, and coordinated sell pressure, rather than relying on a single base-case projection. Blockphrase runs Python-based simulations across multiple scenarios and delivers a report with specific, actionable parameter adjustments.
AI Model Token Economics
Know What Your AI Product Actually Costs to Run
AI model token economics applies economic modelling to a different kind of token: the tokens your AI product consumes on every inference call. Blockphrase forecasts inference cost against usage growth, builds unit economics per user or feature, and identifies where model selection or prompt efficiency reduces spend: the same rigor we apply to on-chain tokenomics, applied to LLM cost management.
Insights
Related Research
Tokenomics7 min read
A 5-Step Framework for Designing Token Economics That Survive Regulators and Bear Markets
Regulators across MiCA, VARA, and CBB are now mandating token economic models before any licence is granted. Here's a rigorous framework for designing tokenomics that hold up under scrutiny — and under market pressure.
Regulatory Compliance7 min read
The 5-Step Token Design Framework Every Serious Builder Needs Before Launch
Regulators under MiCA, VARA, and CBB now require documented token economic models for VA and VASP licences. Here is the 5-step framework that separates engineered token economics from speculative noise.
GTM3 min read
The Token Supply Crisis of 2026 is not a Market Problem. It is a Design Problem.
In the first two months of 2026 alone, over 540,000 new tokens were launched across Ethereum, Solana, and Base. However only 0.1% will survive.
Tokenomics6 min read
How Poor Tokenomics Wrecked the $OM Token — A Case Study in Vesting, Emissions & Buybacks
Mantra's $OM token did a 1:4 rebrand swap after a collapse driven by poor vesting schedules, rising emissions, and a buyback mechanism that couldn't save a structurally broken model. Here's what went wrong.
Common questions
What people ask before they call.
Tokenomics is the economic design of a token: its utility, supply mechanics, emission schedule, vesting, incentives, liquidity and governance. Blockphrase designs these to hold under real market pressure a year after launch, not just on launch day.
Four: tokenomics audit, tokenomics design and modelling, tokenomics simulations (stress testing), and AI model token economics for LLM-based products.
Cascading unlocks trigger sell pressure, incentive loops reward the wrong behavior, or a supply schedule quietly classifies the token as a security. Most founders find out after launch, when fixing it is expensive and public.
Let’s See If We’re the Right Fit
We take on a limited number of engagements at a time to keep advisory quality high. A short scoping call tells us both, quickly, whether this is a fit.