About Curvegrad, and how we write these guides
Curvegrad is a volume engine for Pump.fun coin creators and a research desk that writes about the mechanics behind it. This page explains where the information in our guides comes from, what we will not publish, and how to correct us.
Who is behind this
We build and operate the engine that runs campaigns on this site. That means the operational parts of these guides, how a wallet fleet is funded, how swaps are timed, what breaks when the chain is busy, what happens to a campaign at migration, come from running the thing rather than from reading about it.
It also means we are not a neutral party. Curvegrad sells a volume service. Guides that touch on what a campaign does say so directly in the text, and we would rather lose a sale than describe something a campaign cannot do.
Where the information comes from
Almost everything we write about is public. Pump.fun settles on Solana mainnet, so swaps, curve progress, holder counts and wallet activity are all readable by anyone with an explorer and a mint address. When we describe how something behaves, we are describing what those records show.
- Solana mainnet transaction history, read through the standard RPC methods
- Pump.fun bonding curve and PumpSwap pool accounts as they appear on-chain
- Public block explorers, where every claim here can be verified against a real mint
- Campaigns run through our own engine, which is where the operational detail comes from
Where a number would change week to week, we describe the mechanism instead of quoting a figure that will be stale by the time you read it. Where we are uncertain, the guide says so.
What we will not publish
- Invented statistics. No success rates, no counts of coins helped, no revenue figures. If we cannot point at where a number came from, it does not go on the page.
- Fabricated reviews or testimonials. There are none anywhere on this site.
- Guarantees about price or demand. A campaign moves volume, trade count, unique wallets and recency. It does not create buyers, and we do not claim it does.
- Screenshots presented as evidence. An image proves nothing on a chain where every transaction has a signature. Ask for the mint instead.
How these guides are maintained
Pump.fun mechanics change. The migration threshold has moved, the venue coins graduate into has changed, and the surfaces people browse on come and go. Each guide carries a published date and, once it has been revised, a last-updated date. When a change makes a guide wrong rather than merely dated, we rewrite the section rather than adding a note to the bottom.
Corrections
If something here is wrong, tell us and we will fix it. A mint address or a transaction signature is the fastest way to make the case, because it lets us check the same record you did. Write to hello@curvegrad.com.
What this site is not
Curvegrad is a trading-activity tool. It is not financial advice, not a signal service, not a way to predict what a coin will do, and not affiliated with Pump.fun. Nothing on this site should be read as a recommendation to buy or sell anything.