Five signs of a dead-end job posting
In my scrape of 848 listings, 19% are repeats: the same job posted under different names across a dozen channels. There are fewer real jobs than there are rows in the feed. Below are five signs that make a dead end visible before you apply, and a separate word on unpaid test tasks: when they are normal and when they are a way of getting work for free.
In my scrape of 848 listings, 19% are repeats: the same job posted under different names across a dozen channels. There are fewer real jobs than there are rows in the feed. Below are five signs that make a dead end visible before you apply, and a separate word on unpaid test tasks: when they are normal and when they are a way of getting work for free.
---
Why this matters more than it looks
An application costs time. A good application — with the task analysed and the tone matched to the client — costs between fifteen minutes and half an hour.
Ten of those into the void is a lost day. And worse, it is a blow to your motivation: the person concludes there is no market, when in fact they were writing to the wrong places.
Figures from my scrape, for a sense of scale. 848 listings over 24 days, 13 categories, 29 unique requests a day. But:
19% are repeats. One listing gets fanned out across channels, sometimes from different accounts. In the feed it looks like ten vacancies; in reality it is one.
An explicit budget appears in 6% of cases. In the other 94% the freelancer names the price, and that is normal — but it is inside that mass that the people with no intention of paying hide.
---
Sign 1. A share of revenue instead of payment
The most frequent and the most recognisable.
How it sounds: "paid as a percentage of sales", "you'll come in as a partner", "no budget right now but the project has real potential", "let's do it together and split it later".
Why it does not work. You are giving up a guaranteed resource — your time — for an unguaranteed outcome in somebody else's business, over which you have no influence. If the project does not take off, you will not be the one blamed, and there will be no money.
The exception that makes it legitimate: you want the stake yourself, you know that business, you have seen its numbers and you are ready to take part as a partner. Then it is not a job but a joint venture, and it gets documented differently.
What to do: reply in one line — I work for a fixed fee, I can give you a range for the task. Half of these clients name a budget after that.
---
Sign 2. The task is described through tools rather than an outcome
How it sounds: "we need somebody proficient in Midjourney, Veo, ChatGPT, n8n, Figma and Photoshop".
A list of tools instead of a description of what should come out of it.
Why this is worrying. A client who knows what they want describes the outcome: "we need listing images for three products by Friday". A client who lists technologies often has not worked out the task themselves — and you will be the one working it out, for free, over messages.
A caveat: this is not a verdict. Adobe is mentioned in 28.5% of listings and Figma in 18.5%, and often that is simply how people habitually phrase things. The sign works in combination with others, not on its own.
What to do: ask one question — "what should the output be and by when". The answer either appears or it does not, and that is information either way.
---
Sign 3. A substantial test task before any conversation
How it sounds: "send us three options on our subject", "do a trial piece and then we'll discuss".
Before the task, the deadline and the money have been discussed.
When a test task is normal
A small sample proportionate to the job: one example, half an hour of work, on a generic subject rather than on the client's real material. That is a reasonable way to remove risk, and refusing it is silly.
When it is a way of getting work for free
Three signs together:
The test is on the client's real task. Not an abstract example but a specific product going on sale tomorrow.
The volume matches paid work. "Three listing image options" is the job itself.
They are asking many people. Sometimes visible in the phrasing "we'll pick the best of the applicants".
What to do: offer to show something similar from your portfolio — which is exactly why it is asked for in 46.6% of listings. If they insist on the real task, say it plainly: I do that once terms are agreed, and I can show you three finished pieces of this type.
---
Sign 4. From nowhere, going nowhere
How it looks: an account with no history, a channel created a week ago, no website, no mentions of the company, not a single past project.
Why this is worrying. Not because every new account is fraudulent — plenty of businesses genuinely write from a personal one. But because you have nothing against which to check the promises.
What to check in two minutes:
Whether the company has a website and whether it is alive.
Whether it has social accounts and when the last post was.
Whether what the listing says matches what is visible from outside.
Reviews or traces of past projects.
This is not paranoia, it is part of the work. Two minutes of checking against an hour on an unpaid test.
---
Sign 5. Urgency with no reason
How it sounds: "needed yesterday", "urgent, ready to start right now" — while the task is not described and no budget is named.
Why this is worrying. Real urgency usually arrives with specifics: a launch date is burning, a contractor walked out, there is a shoot tomorrow. A client like that names both the deadline and the money, because they have no time to haggle.
Urgency without specifics usually means one of two things: the person wants to squeeze the price with tempo, or they do not understand the scope themselves.
A caveat: in my scrape 13.3% of listings are marked "urgent" and most of them are real. What is worrying is not urgency itself but urgency without detail.
What to do: reply with a question about the date and the scope. Real urgency answers it instantly.
---
How to apply this without turning paranoid
The main risk of a breakdown like this is that you start filtering everything out and stop applying at all.
The rule: one sign is not a reason to walk away. Two or more is a reason to ask questions before spending time on a detailed application.
And the other side, worth remembering. In the scrape, 21.9% of clients are explicitly looking for someone long-term and 20.3% mention ongoing volume. Almost half the market wants a permanent person, and those people write normal listings.
Dead ends are noticeable precisely against that background.
Where to spend your effort instead of filtering
The economics are simple: an ordinary application takes a minute, an application with the task analysed takes twenty.
A workable ratio: eight short applications and two detailed ones a day. The short ones give you statistics and weed out the dead ends naturally — they simply do not reply. The detailed ones go where long-term work is visible.
One or two replies out of ten is a normal conversion rate, not a failure.
---
What to do today
One action, ten minutes.
Open the five most recent listings you were going to apply to and run each through the five signs.
Usually one of the five drops out immediately, two raise questions and two are fine. That is the real state of the feed — and it explains why some of your applications vanish into silence through no fault of yours.
---
What is ready for this on the platform
The job feed — a daily sweep of the Telegram chats where the work actually sits. What it collects is filtered by a model and sorted into 13 categories: marketing and social, design, photo and video, automation. The card holds the substance of the task, the budget if stated, and the client's contact.
The sales assistant — reads the text of a listing and shows the client's type: what matters to them, what they fear, what tone to answer in. It also writes the cover letter for that type. Ten letters in 5–10 minutes instead of an hour.
The ten-lesson sales module — where to find clients, four client types, handling objections, dealing with rejection. Included in the Basic plan.
Registration is free and opens three days of full Basic access.
---
What to read next
[Where to find AI work](/en/blog/where-to-find-ai-orders) — 29 unique requests a day and how to see them without reading chats by hand.
[Reading the client type from the job posting](/en/blog/client-type-from-posting) — what else the text tells you, beyond the dead-end signs.
[The market in full: 848 jobs in 24 days](/en/blog/market-showcase-848-orders) — the whole scrape with the category breakdown.
[A cover letter with no portfolio](/en/blog/cover-letter-without-portfolio) — what to write once a listing has passed the check.
[AI API pricing in 2026](/en/blog/llm-api-pricing) — what a request costs and how to work out your own costs.