Why most memecoins die in a day: MemeToro’s AI launchpad fix

MemeToro has outlined an AI memecoin launchpad on BNB Chain with fixed-price funding and escrow contracts, proposing a different launch process, as Bitquery data shows 79% of nearly nine million Pump.fun tokens traded only on their first day.

Bitquery, the blockchain data provider behind the memecoin trading survival findings, tracked 8,984,141 Pump.fun tokens from Nov. 1, 2025, through Oct. 7, 2026. Only 1.5% recorded any trading during their fifth week, and just 0.2% registered at least 10 trades in that period.

Across other Solana launchpads, the provider recorded launch-day-only trading for 51% of Meteora Dynamic Bonding Curve tokens and 84% of Raydium LaunchLab tokens. Fifth-week trading appeared in 1.9% and 1.3% of those groups, respectively.

Against that backdrop, MemeToro says its planned platform would publish the reasons for creating a token before asking people to fund it. The project also proposes equal-price contributions and contract-controlled funding, although its public documentation describes an unfinished system rather than a tested remedy for short-lived trading.

MemeToro would publish a reason for each token before funding

On its AI agent page, the project describes a system that would examine news, social media and online communities for potential memecoin concepts. The planned output includes the token’s concept, supporting evidence, and the reasoning behind its selection.

According to the developer’s documentation, the agent would also publish the candidates it rejected. When no suitable idea passes its checks, the system is designed to produce no launch proposal.

Before contributions open, the project plans to publish a machine-readable launch manifest containing the proposed supply, funding price, wallet caps, and conditions for proceeding. Its launchpad description says participants would be able to read those terms before deciding whether to contribute.

The public repository describes an early pipeline that collects news and trend signals and turns them into a validated draft manifest. The developer says the repository does not yet contain an autonomous hourly service or a working launch process from start to finish.

For the planned division of responsibilities, the README states:

“the agent proposes; transparent contracts execute.”

Under that design, the AI would choose and explain a concept, while public contracts would enforce the accepted funding rules.

Fixed-price rounds would exclude private allocation tiers

For tokens launched through the proposed platform, MemeToro says every contributor would pay the same funding price. Its launchpad description excludes private allocation tiers and says the published terms would include wallet limits.

In a Sept. 20 report, crypto.news described the project’s first escrow contract release, comprising 1,373 lines of Solidity across 17 files. The release included a funding escrow, an interface for future token creation and liquidity operations, and basic token functions needed for participant claims.

According to that account, the draft allocation rules require contributors and liquidity to account for the full token supply, with any rounding remainder assigned to liquidity. The proposed contract therefore leaves no separate allocation for founders within those launch rounds.

For its own ecosystem token, MT, the project publishes a different distribution. MemeToro’s tokenomics assigns 71% of the stated 1.2 billion supply to the public sale and 2% to the team.

Alongside launchpad development, the team said its MT presale has reached Stage 9 at $0.00649 per token, with a higher price scheduled for the next stage. The tokenomics page describes MT as intended for platform access, launch funding, rewards, staking, and future trading.

Escrow rules would govern refunds and liquidity funding

Within the proposed launch process, contributor money would enter an escrow contract rather than a team-controlled wallet, according to the project’s design. The draft fixes funding settings when a round is created and contains no owner role, administrator function, or upgrade path.

As described in the September release, contributed funds would have two destinations. They could return to participants through refunds or proceed into the planned liquidity process when the required conditions are met.

The developer’s draft also includes an exit window that allows contributors to withdraw before finalization. Under the documented rules, the launch cannot be finalized while that withdrawal right remains available.

For completed rounds, the launchpad page says contracts would seed and lock liquidity on PancakeSwap. The same description limits the equal-price arrangement to the funding round, after which trading would take place at market prices.

To connect published promises with contract behavior, the repository describes a fingerprint of each launch manifest. According to the README, its test suite creates a round from a manifest to check whether the enforced terms match the published conditions.

Launch-contract reviews remain pending

Although MemeToro’s website lists Coinsult, SolidProof and BlockSAFU as auditors of the MT token contract, its disclosures say the launch contracts have not undergone independent audits. The developer labels the escrow an unaudited draft and warns against using the repository to collect or manage real funds.

In the published roadmap, outstanding work includes production token creation, liquidity provision, a formal manifest schema and agent identity integration. The AI agent page continues to display “COMING SOON,” while the README places independent security reviews before production use.

For U.S. buyers, the SEC’s Division of Corporation Finance said in February 2025 that transactions involving the entertainment-focused memecoins described in its statement generally do not involve securities offerings. The staff said buyers of those coins consequently lack federal securities-law protections.

The division excluded products that fall outside its description and said a token’s name does not determine its legal treatment. Its statement has no legal force, and staff said fraudulent conduct involving memecoins may still face enforcement or prosecution under other federal or state laws.