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GitHub Trending
6/10

LaunchPad Honesty Report for Founders

A free report card that any token founder can hand to their community showing exactly what their launch looked like without paid volume or trending boosts — built to give honest launches a credible signal in a market where 'trending' is universally distrusted.

Target user

Legitimate early-stage crypto founders trying to fundraise in a sea of rugs

Features
  • Snapshot of organic holder growth, unique-wallet count, and real trade size distribution at launch
  • Public 'No paid volume' badge generated from a verifiable on-chain audit
  • Comparison vs. the median launch on the same chain in the same week
  • Investor-facing one-pager you can share in your TG/Discord
Why now

With paid 'trending bot' services openly trending on GitHub, every new token launch is assumed manipulated — legitimate founders are desperate for a credible way to prove they didn't pay for activity.

Signals · overall 6/10
Demand
6/10

Solidus estimates ~8% of all ETH token launches are rugs and a new scam token launches every ~4 minutes; investors routinely consult Token Sniffer first, and volume-bot services (DexTools guides, OpenLiquid) confirm the manipulation problem is endemic — legitimate founders clearly have a credibility problem, though most demand today is investor-side, not founder-side.Token Sniffer Review 2026: Scam Detection Tool GuideDexTools Volume Bot Guide — How to Get Trending in 2026 - OpenLiquid

Whitespace
7/10

Token Sniffer, GoPlus, De.Fi, Honeypot.is and Bubblemaps all run *investor-facing* contract/holder scans; none found that publishes a *founder-commissioned 'honesty report'* with anti-paid-volume heuristics handed back to the community — angle is differentiated but adjacent tooling is dense.Token Sniffer Review 2026: Scam Detection Tool GuideTools to Identify DeFi Scam Tokens: 2026 Rug-Pull GuideGoPlus | The Leading Web3 and AI Agent Security Solutions

Monetization
4/10

Token Sniffer is free to retail, audit firms (Certik, PeckShield) charge thousands but serve funded teams, and the target user is explicitly cash-strapped 'early-stage founders trying to fundraise' — a free report plus thin premium/lockup-fee upside looks weak.Token Sniffer Review 2026: Scam Detection Tool GuideHow to Vet a New Crypto Token Launch (and Avoid Getting Rekt)

Longevity
5/10

The volume-bot ecosystem is actively maintained on GitHub (hannesgudaber/DEX-Volume-Trading-Bot, Lem0nTree/AMM-Volume-Bot) so the manipulation incentive is structurally persistent, but the detection form may be displaced by on-chain attestations, ZK proofs of organic flow, or platform-native trust signals.GitHub - hannesgudaber/DEX-Volume-Trading-BotAMM Volume Bot - GitHub

Feasibility
6/10

On-chain data is accessible via existing explorers/APIs and a basic MVP (holder concentration, LP lock, contract age, deployer history) is buildable, but the core differentiator — reliably distinguishing paid volume bots from organic trading — is a hard heuristics/ML problem, not trivial.GitHub - hannesgudaber/DEX-Volume-Trading-BotAMM Volume Bot - GitHub

Top-rated Base volume bot and developer tools for DEX liquidity, maker activity, and holder management. · ★ 124GitHub Trending · 2026-07-23 (2d ago)