Skip to main content
TickerPosts
safetyfraud

How to Spot Stock Spam

Steven Levine, Founder of TickerPosts and OpenClassActions.com3 min read

Spam is not the same thing as a bad opinion. A bad opinion is one person being wrong. Spam is volume: the same message pushed across as many threads and accounts as possible, designed to manufacture the feeling that "everyone is talking about this stock." Once you can see the shape of it, it gets much harder to mistake for genuine interest.

This is a short field guide to the patterns that show up again and again. Nothing here is investment advice. The point is to help you read a busy thread and tell the organic part from the manufactured part.

The same talking points, everywhere

The clearest tell is repetition. Genuine discussion is messy: people disagree, ask questions, and bring different angles. A promotion is the opposite. The same two or three phrases appear in post after post, sometimes word for word, sometimes lightly reworded to dodge a filter.

If you scroll a thread and feel like you are reading the same comment written by ten different names, you probably are.

Links that hide where they lead

Spam leans on links, and often on links that obscure their destination. A shortened link wraps the real address behind a generic redirect, so you cannot tell whether it points to a news article, a paid newsletter, or a fake brokerage until you click. On TickerPosts, comments that use a known link shortener carry a small "shortened" tag for exactly this reason.

Be especially wary of a post that is mostly a link with very little actual content around it. If the message is "buy this, here is a link," the link is the point, and you are the product.

Walls of cashtags and mentions

Another pattern is keyword stuffing: a post that crams in a long list of unrelated ticker symbols (the $SYMBOL format), or tags a crowd of users, so it surfaces in as many feeds as possible. The text usually has nothing to do with most of the tickers it lists. The goal is reach, not relevance.

A thoughtful post is about one or two names. A post about fifteen unrelated tickers is fishing.

Brand-new accounts with one obsession

Look at who is posting. A common spam signature is a cluster of accounts that are all new, all created around the same time, and all posting about the same thinly traded stock and nothing else. No history, no other interests, no back-and-forth, just a drumbeat for one ticker.

TickerPosts marks accounts under a week old with a "new account" badge so this is easier to see at a glance. A new account is not automatically a spammer, but a wall of new accounts all pushing one small stock is a pattern worth trusting.

Manufactured urgency and fake proof

Spam and pump-and-dump promotion share a vocabulary: "last chance," "before market open," "loading up now." Urgency exists to stop you from checking. So do screenshots of supposed gains, which are trivial to fake and impossible to verify.

The stocks targeted are usually the easy-to-move kind: low-priced penny stocks and names with a small float and thin volume, where a coordinated push can move the price enough to make the next round of posts look convincing.

What to do when you see it

You do not have to argue with spam. The useful responses are quieter:

  • Report it. Every comment on TickerPosts has a report control. Reports are reviewed and acted on, and they are the single most useful thing you can do.
  • Do not amplify it. Replying, even to push back, pushes the thread higher. If it is clearly spam, report and move on.
  • Discount the signal. A spike in "discussion" that turns out to be a cluster of new accounts pasting the same line is not real interest. Treat it as noise.

For the closely related question of how a single promotional tip is built, see What Is a Pump-and-Dump? and How to Spot Red Flags Before You Follow a Stock Tip.

Related reading

Sources