Mining marketing has a vocabulary. Once you learn it, the same handful of patterns appear over and over, across hardware vendors, pool operators, "cloud mining" outfits, and pure scams. This is a short field guide to the most common ones, written for someone considering mining Malairte at home.
The screenshot calculator
A page shows a profit number with no input fields, no date, and no link to a live source. The number is either an aspirational figure from months ago or one chosen to make a hardware sale work. Real calculators expose their assumptions: hashrate, watts, electricity rate, current network difficulty, current MLRT price. If you cannot see those inputs, you cannot trust the output.
The optimistic baseline
Hardware vendor pages quote hashrate in lab conditions with cooling and tuning most home users will never replicate. Power figures are TDP, not real wall draw. Profitability is calculated against a network smaller and easier than the one you will actually mine on. None of this is illegal; all of it is selective. Run your own measurements before believing the brochure.
The "yield" word
"Yield" is a word borrowed from bonds and savings accounts. It carries an implicit promise of steady, predictable returns. Mining does not provide steady, predictable returns. Anyone using "yield" to describe a mining setup is borrowing credibility from a different category of finance. Read it as a warning, not a feature.
The referral wheel
Affiliate programmes, multi-level referral structures, and "join my team" language change the question from "is this a good mining setup" to "how many friends can I get to sign up." Even when the underlying mining is real, the marketing apparatus is built to recruit, not to mine. The further the page is from talking about hashes and watts, the more sceptical you should be.
The compliance theatre
"Audited by a third party," "fully regulated," "trusted by thousands" are phrases that sound reassuring and almost never come with a verifiable source. Real audits have public reports. Real regulatory licences have public registers. If you cannot find the document, the claim is decoration.
The healthy default
For Malairte at home, the boring path is the safe one: install the official wallet from the official source, run the official miner on hardware you already own, point it at a public pool, and check the math yourself. Anything more elaborate than that needs proportionally more evidence. The honest miner has a wallet, a PC, and a spreadsheet. The marketing path has all of the above plus a lot of words in between.