Elite Features

Launch Volume Forecaster

7 min read

What it is

For TOKEN ISSUERS pitching investors / market makers / exchanges. Finds REAL comparable tokens (same sector, similar market cap), pulls the last 30 days of their actual volume, and returns a P10 / P50 / P90 distribution plus a listing-tier multiplier. Every comparable is NAMED so you can sanity-check the basis. 5 scenario presets cover common launch patterns; the output drives realistic investor / MM conversations instead of decks pulled from vibes.

How to think about it

"What will my token trade?" is the most-asked question by investors and market makers and the most-bullshat answer in crypto. This tool replaces vibes with a defensible basis: comparable tokens, current real volume, named so the receiver can verify. Sister tool to DEX Liquidity Optimizer (how much liquidity to deploy) and Listing Readiness Scorecard (which CEX is realistic). Use them together as the issuer-tools workflow.

Step-by-step

  1. Read the "What is this tool" panel

    Top of page, expandable amber card. Explains the problem ("what daily volume will it actually trade?") and what the tool does (real comparables, P10/P50/P90 distribution, listing-tier multiplier). 30 seconds of context.

  2. Pick a scenario preset

    5 presets pre-fill sector + market cap + listing tier together: Utility / platform ($5M cap, one CEX), DeFi protocol ($25M cap, few CEXes), Memecoin / community ($1M cap, DEX only), GameFi / NFT ($10M cap, few CEXes), Tier-1 Major Launch ($50M cap, tier-1 CEXes from day 1). Pick your closest match.

  3. Adjust the 3 inputs

    Sector dropdown (CoinGecko categories — infrastructure, DeFi, meme, gaming, etc.). Target market cap ($1M - $100M+ presets). Listing tier (4 levels: dex_only / one_cex / few_cex / tier1). Tweak any of the 3 if your launch deviates from the preset pattern.

  4. Click Forecast volume

    Backend queries real-time market data for tokens matching your sector + market cap range, pulls last 30 days of actual volume, and computes the P10 / P50 / P90 distribution. Takes 5-15 seconds. Returns the chart + the comparables list + the top-comparable callout.

  5. Read the 30-day chart

    Area chart shows P50 (median expected daily volume) with P10 and P90 bands (10th and 90th percentile of comparable tokens' actual volume). Wider bands = more variance among comparables = less certainty. Tight bands = comparables agree = higher confidence in the P50 line.

  6. Read the named comparables

    Below the chart, the list of comparable tokens that produced the forecast. Each shows: name, market cap, 30-day median volume, sector. Sanity-check by clicking through — if the comparables include tokens that obviously do not resemble your project, narrow the inputs (tighter market cap range, more specific sector).

  7. Read the top-comparable callout

    Plain-English summary: "The strongest comparable is [Token X] currently producing $[Y]/day." Use this in your investor / MM pitch deck. The exact citation ("X did Y daily over the last 30 days") is far more defensible than "we project Z".

Tips & pitfalls

  • This is what tokens LIKE YOURS currently produce — NOT a guarantee for your specific launch. Real launch volume depends on marketing, market conditions, listing relationships, team execution, and many factors no automated tool can predict.
  • Listing-tier multiplier swings 2x-20x. The forecast applies a tier-based multiplier (dex_only = 1x baseline, tier1 CEX = up to 20x). If you achieve a real tier-1 listing, your volume can be 5-20x the dex_only forecast. If you fail to list, you stay at the dex_only baseline.
  • P10 is your realistic worst case. If your business plan needs the P50 number to be viable, you are betting on median outcomes. If you need the P10 (worst case) to be viable, you have margin. Investors and MMs care about both — show them P10 / P50 / P90 explicitly.
  • 5 named comparables > one made-up number. When pitching, lead with "Tokens like ours — Aave, Compound, Uniswap (cite exact comparables) — currently trade $X-$Y/day median." Defensible. Verifiable. Specific.
  • Wide P10-P90 band = high variance = lower confidence. Tight band = comparables agree = higher confidence. If your forecast P10 is $50k and P90 is $5M, the comparable set is too broad — narrow the inputs.
  • Volume Health dashboard (separate Elite tool) tracks your ACTUAL volume after launch. Compare forecast vs reality monthly — if you are tracking P50 you are mid-pack; tracking P10 means underperforming; tracking P90 means outperforming.
  • NOT a wash-trading tool. The old "Activity Simulation" feature was removed because coordinated multi-wallet trading is illegal (SEC/CFTC/MiCA). Launch Volume Forecaster is purely a planning/projection tool — no execution layer wired to it.
  • Pair with DEX Liquidity Optimizer (Issuer Tools) to compute required pool size given the forecast P50 volume. Forecaster tells you projected volume; Optimizer tells you pool depth needed to absorb it without slippage.