Fact check: How do I spot fake social media accounts, bots and trolls?

World | Deutsche Welle · collected 2026-08-20 · by Thomas Sparrow, Tetyana Klug
Read the original at World | Deutsche Welle ↗

Summary

A German Foreign Ministry report from 2024 details a Russian disinformation campaign called Doppelgänger that aimed to amplify pro-Russian narratives on social media. The operation involved hundreds of thousands of fake accounts and millions of automated posts, with some days seeing thousands of accounts active and posting more than once per second in coordination. According to the report, Russia's goal was to influence public opinion in Germany and other countries, highlighting the importance of verifying social media account authenticity and identifying bots and trolls. The article offers tips on how to spot fake accounts, bots, and trolls, noting that while some may have malicious intent, others are simply using pseudonyms for security or activist purposes.
Written by the local model on 2026-08-20, using this article's own text rather than the other coverage of the same event (that is the story summary below).

Signals How these are calculated →

Claims extracted
54
claim-shaped sentences
Uncertain
17%
9 of 54 hedged
Leaning
not scored
needs a local LLM pass
Publisher trust
94.6
red-flag proxy, not a credibility rating
Outlets on this story
1
Technology
Narrative spread
1
articles carrying this framing
Analyzed 2026-08-20 · how these are computed

AI analysis (generated at analysis time, not now)

Story summary

Tens of thousands of fake articles and hundreds of thousands of inauthentic social media accounts were created as part of a Russian disinformation campaign called "Doppelgänger" aimed at amplifying pro-Russian narratives on social media platforms, particularly in Germany. The campaign was first detected in 2022, after Russia invaded Ukraine, according to the German Foreign Ministry's 2024 report. On some days, thousands of these accounts were active and posting multiple times per second in a coordinated manner. To identify fake or bot-generated content, look for one-sided conversations with little disagreement or diversity of opinions; multiple accounts posting the same comments, links, or hashtags within a short period; or accounts created recently with little posting history. These tactics are often used by bots and trolls to spread misinformation on social media platforms.

Written for “Online Safety and Deception” on 2026-08-31, grounded in this article and the 0 other(s) covering the same event.
Why this leaning score
This article does not take a side on a contested political question, so it has no leaning score. That is an answer rather than a gap: a match report or a rescue can be warmly or critically written without being left or right, and scoring it anyway is how approval of a subject gets recorded as a political position.
No political leaning scored for article 1557 · logged 2026-08-21

Story

📰 Online Safety and Deception
Technology · 1 article(s) covering the same event. This is the one the site leads with.

How this is being covered How these are calculated →

Article leaning vs. publisher reliability
Source leaning vs. consistency

Compared with similar articles

This article reads unscored and hedges 17% of its claims. Each row says how that neighbour differs.
Fact check: How do I spot propaganda? different event · 100%
World | Deutsche Welle
⚖️ leaning not scored 🔴 5% hedged 3 of 55 📰 publisher trust 95
“Article A mentions a US-Iran war in 2026 and animated propaganda videos, while Article B refers to a Russian disinformation campaign called 'Doppelgänger' related to the invasion of Ukraine in 2022”

Publisher

World | Deutsche Welle · 73 article(s) · 0 correction(s) detected
SignalValueWeight
Correction rate 0.000 0.4
Uncertainty density 0.108 0.25
Assertive mismatch rate 0.000 0.35
No corrections detected for this publisher. That may mean careful reporting, or simply that nothing has been checked.

Who wrote this

Thomas Sparrow
4 article(s) here · 1 carrying a prediction
🔮 Some may pretend to be ordinary users; others can impersonate politicians, institutions or journalists.
🔮 As part of our verification workflow we may use AI detectors to help assess whether content has been created or manipulated with AI.
2026-08-20 · assertive framing · How DW fact-checks fake news
🔮 Look closely at the picture You may remember the story of a Syrian teenager who helped stop a knife attack in the German city of Hamburg in 2025.
2026-08-19 · assertive framing · Fact check: How do I spot AI-generated images?
🔮 The more information you can find out, the better you will be able to evaluate a source.
2026-08-18 · assertive framing · Fact check: How do I spot propaganda?
More on this subject from Thomas Sparrow
Fact check: How do I spot propaganda?
2026-08-18 · World | Deutsche Welle · 59% similar
Fact check: How do I spot AI-generated images?
2026-08-19 · World | Deutsche Welle · 51% similar
All 4 articles by Thomas Sparrow →
Tetyana Klug
1 article(s) here · 1 carrying a prediction
🔮 Some may pretend to be ordinary users; others can impersonate politicians, institutions or journalists.
The only article under this byline in the corpus.

Topics

Doppelgänger Russia Russian Ukraine the German Foreign Ministry

Subjects

Russia GPE · 2× EUvsDisinfo ORG · 1× European NORP · 1× Germany GPE · 1× Russian NORP · 1× St. Petersburg GPE · 1× Ukraine GPE · 1× pro-Russian NORP · 1× the European External Action Service ORG · 1× the German Foreign Ministry ORG · 1×

Narrative

Followers that were created recently, have little posting history, or primarily repost content from other accounts - Conversations that appear one-sided, with little disagreement or diversity of opinions - Multiple accounts posting the same comments, links or hashtags within a short period If you are unsure whether an account is fake, or whether content is being spread by a bot or a troll, slow down and take a closer look.
framing: assertive · carried by 1 article(s) · first seen 2026-08-20
🔮 Some may pretend to be ordinary users; others can impersonate politicians, institutions or journalists.
2026-08-20 · World | Deutsche Welle
Fact check: How do I spot fake social media accounts, bots and trolls? · assertive framing

Claims (54 extracted, 9 hedged)

These are some of the figures cited by the German Foreign Ministry in connection with a Russian disinformation campaign that was first detected in 2022, after Russia invaded Ukraine. asserted
Russia → cite → Ukraine
Known as Doppelgänger, the operation aimed to amplify pro-Russian narratives on social media platforms in countries like Germany. asserted
operation → know → Germany
On some days, thousands of the accounts were active, posting more than once per second in a coordinated manner, the ministry said in a 2024 report. asserted
ministry → post → report
This campaign underscores just how important it is for users to verify the authenticity of social media accounts and identify when content is being published or amplified by bots and trolls. asserted
content → underscore → bots
But first, what’s the difference between a bot and a troll? asserted
difference → ’ → bot
And how can you spot them? asserted
you → spot → them
DW Fact check offers tips to help you navigate today's information landscape. asserted
you → offer → landscape
Fake accounts are social media profiles that conceal their true identity. asserted
that → conceal → identity
Some may pretend to be ordinary users; others can impersonate politicians, institutions or journalists. uncertain
others → pretend → politicians
Not all fake accounts have malicious intent. asserted
accounts → have → intent
Some people may use pseudonyms to protect their identity or for security reasons. uncertain
people → use → reasons
Activists or whistleblowers may use fake accounts to investigate sensitive issues. uncertain
Activists → use → issues
Bots, short for robots, tirelessly comment on posts, share content, or artificially stoke online debate on marginal or otherwise overlooked topics. asserted
Bots → comment → topics
Sometimes, they’re entirely innocent, but sometimes they’re intent is harmful. asserted
intent → ’re → ?
Good bots may automatically share news or weather forecasts, as well as earthquake alerts and satellite images on social media. uncertain
bots → share → media
Bad bots, in contrast, are designed to imitate genuine human activity to advance a certain agenda. asserted
bots → design → agenda
Depending on the algorithm, such computer programs may compose and publish social media posts or comments, follow others, or even send out friendship requests. uncertain
programs → depend → requests
Bad bots can distort reality by amplifying certain political opinions on social media platforms and drawing artificial attention to certain issues. asserted
bots → distort → issues
Trolls, on the other hand, are real human beings who exhibit destructive and hyperactive online behavior. asserted
who → exhibit → behavior
Some are even paid to harass certain public figures or media organizations as part of so-called troll factories or farms. asserted
Some → pay → factories
EUvsDisinfo, a project by the European External Action Service to counter disinformation, found that the agency had disseminated falsehoods and pro-Kremlin messages in multiple languages during various European and US election campaigns and in the lead-up to several referenda. asserted
agency → counter → referenda
How can you spot them? asserted
you → spot → them
Many of the fake accounts, bots and trolls may disappear before you even notice them. uncertain
you → disappear → them
At least in Europe, social media platforms are required under the Digital Services Act (DSA) to release transparency reports, including how much content they delete. asserted
they → require → content
In the last three months of 2025, for instance, Metareported taking action on 1.1 billion accounts. asserted
Metareported → take → accounts
But sometimes accounts appear faster than platforms can take action. asserted
platforms → appear → action
So here are some concrete tips than can help you identify them. asserted
you → help → them
Identity: Check the account name, profile picture and handle Genuine accounts tend to have a consistent digital identity. asserted
accounts → check → identity
Their name, profile picture, bio and content generally tend to support the same story about who’s behind the account. asserted
who → tend → account
Be cautious if this does not appear to be the case. asserted
this → appear → ?
Potential red flags include: - A generic, stock-style or AI-generated profile picture - A username containing a long string of seemingly random characters and numbers - An account that was created recently and suddenly became very active - A generic bio, such as “Truth Seeker” or “Patriot”, with little or no personal information Beyond this, verify the information through official channels. asserted
that → include → channels
Public figures typically have a traceable online presence. asserted
figures → have → presence
Look for links to official websites and organizations they work for. asserted
they → look → websites
Check whether the account’s name, profile picture, personal information and handle are consistent with information published elsewhere. asserted
name → check → information
Use the reverse image search method (for example on Google Lensor TinEye) to find out whether the picture used in the profile depicts someone else than claimed, or if the image has surfaced elsewhere online. asserted
image → use → someone
While a blue check mark was once primarily used to confirm the identity of public figures and organizations, some platforms now allow users to buy them. asserted
users → use → them
Behavior: Review what the account posts Fake accounts, bots and troll accounts often behave differently from ordinary users. asserted
accounts → review → users
Genuine users typically interact with others, discuss several topics and display natural patterns of activity that are often connected to their interests, profession or geographical location. asserted
that → interact → interests
A Russian pensioner sharing photos from what she claims are Parisian anti-vaccination protests? uncertain
she → share → photos
Neither is impossible, but both may warrant closer scrutiny. uncertain
both → warrant → scrutiny
…and 14 more, not listed.
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