Definition

Content farming involves creating online content for the sole or primary purpose of attracting page views and increasing advertising revenue, rather than out of a desire to express or communicate any particular message.

Related Terms

Spam, Clickbait, Low-quality Content, SEO spam, Engagement Bait, AI Slop.

Background

Content farming involves the mass production of online content, often of low quality, designed primarily to attract search engine traffic and generate advertising revenue. These operations prioritise quantity over quality, employing SEO techniques to rank highly in search results. Content is typically generated based on trending topics or keywords with high search volume, leading to articles, videos, or posts that provide minimal value, are sometimes misleading, or even plagiarised from legitimate sources.

Farming in the Fediverse refers to the practice of posting large volumes of low-effort, low-quality, often unoriginal or repetitive content primarily to gain visibility, engagement, or to direct traffic, rather than to contribute meaningfully to the community. This can include excessive posting of simple questions, memes, news headlines without commentary, or content largely copied from other sources without significant original input. The ease of cross-posting on the Fediverse can sometimes exacerbate farming, as content can be easily pushed to many communities.

Volunteer moderators may notice farming through an unusual density of posts from a single account that lack depth or originality, or posts that seem designed solely to provoke basic responses or clicks. Distinguishing farming from genuine, albeit perhaps uninspired, participation can sometimes be challenging.

Why We Care

Dealing with farming matters because it can significantly degrade the quality of discussions and the overall user experience in your community. When feeds are flooded with low-effort or repetitive content, it can drown out more thoughtful posts and make it harder for accounts to find or engage in meaningful conversations. This can lead to account frustration and disengagement, and make the community seem cluttered or low-value.

If farming is prevalent, it can change the character of your community, discouraging quality contributions and potentially attracting more low-effort activity.

Spotting Farming: What to Look For

Identification of farming involves observing patterns of high-volume, low-quality, or unoriginal posting.

Account Traits: The account might post with unusually high frequency compared to typical community members. Their engagement with replies might be minimal or superficial, indicating a lack of genuine interest in discussion. The account’s profile might be new or lack specific interests aligned with the community’s focus.

Content Characteristics: Look for content that is very short, generic, or unoriginal. This may include re-posting popular memes without new context, asking extremely basic questions repeatedly, sharing links with no personal commentary or summary, or posting content that seems scraped or lightly rephrased from other sources. Content may also be off-topic or only tangentially related to the community.

Posting Patterns: Observe if the account posts many times in a short period, often with similar types of content. They might post across numerous unrelated communities if this is visible. There may be a pattern of “hit and run” posting – dropping content and not returning to interact with responses.

Behaviour: The account’s primary activity seems to be content dissemination rather than interaction or discussion. They might not respond to questions or engage thoughtfully when others reply to their posts. The aim seems to be quantity over quality.

Key Questions for Assessment:

• “Is this account posting an unusually large volume of content compared to its quality or originality?”
• “Does the content seem designed primarily to get clicks or superficial engagement rather than to inform or discuss?”
• “Is the account contributing to the community’s specific purpose, or mostly broadcasting generic material?”
• “Does the account engage meaningfully with the responses their content receives?”

Before You Act: Common Pitfalls & Nuances

It’s important to differentiate farming from accounts who are perhaps just enthusiastic, new and learning, or less adept at high-quality posting.

Enthusiastic New Members: New accounts might be very active as they explore the community. Their early posts might not be high quality, but they are often genuinely trying to engage.

Differing Communication Styles: Some accounts naturally post more succinctly or prefer sharing links as their primary mode of interaction. This isn’t farming if the intent isn’t purely voluminous, low-effort broadcasting.

Repetitive Questions (Genuine): Sometimes, legitimate common questions get asked repeatedly by different new members. This is different from one account farming basic questions.

Common Gotchas:

• Penalizing an account for being prolific if their content, even if simple, is on-topic and sparks some genuine interaction or is well-intentioned.
• Being too quick to judge new members who are still finding their footing.
• Confusing low-quality posts with malicious farming if the volume isn’t excessive and there’s no clear sign of intent to merely flood or exploit.

Key Point: Farming is characterized by a sustained pattern of high-volume, low-effort, and often unoriginal or superficial posting where the primary goal seems to be maximizing output or visibility rather than contributing value or fostering genuine discussion.

Managing Suspected Farming: Key Steps

When you suspect farming:

• Observe Posting Patterns: Monitor the account’s activity over a period to confirm a consistent pattern of high-volume, low-quality posting. Note the frequency and type of content.
• Assess Content Value: Consider if the content contributes positively to the community, or if it largely adds noise or dilutes more valuable discussions.
• Check for Engagement: Note if the account interacts meaningfully with replies to their posts, or if they primarily broadcast without follow-up.
• Discuss with Team (if applicable): Share your observations with fellow moderators or your Service Administrator, especially if the behaviour is borderline or if you’re unsure.
• Consider a Gentle Nudge: For borderline cases, especially with newer accounts, a gentle private message guiding them towards more substantive contributions or community norms might be an initial step.
• Apply Community Guidance: If farming is confirmed and disruptive, enforce your community’s rules. This might involve warnings, temporary restrictions on posting frequency, or, for persistent and egregious farming, account suspension.
• Focus on Community Health: The aim is to maintain a healthy signal-to-noise ratio in the community and encourage contributions that add value.

Example Community Guidance

Strike System: “Consistently posting excessive, low-effort, or unoriginal content that detracts from community discussion may result in a warning or temporary posting restrictions. Repeated instances will be considered a strike.”

General Prohibition: “Content should aim to be relevant and contribute to the community. High-volume posting of low-quality, superficial, or primarily unoriginal content (farming) is discouraged and may be moderated.”

Strict Enforcement: “Persistent and deliberate farming of content, especially if automated, off-topic, or designed solely for promotion or to overwhelm community feeds, will result in account suspension.”

Further Reading

• Content Farm – Wikipedia
• What are content farms and are they harmful?
• AI ‘News’ Content Farms Are Easy to Make and Hard to Detect

See also: Known Spam Fediverse Services