The Instagram Algorithm Encyclopedia

Topics · Policy

Content moderation

Contents
  1. Rules and different enforcement outcomes
  2. How systems and reviewers identify violations
  3. Testing moderation rules before wider enforcement
  4. Checking and appealing enforcement decisions
  5. What enforcement reports measure
  6. How it has changed
  7. What you can do
  8. See also
  9. References

Content moderation on Instagram uses automated systems and human review to enforce its rules by removing content, restricting accounts or limiting recommendations to people who do not follow an account, with ways to appeal decisions1234. People can also control exposure to harassment through , which lets them approve someone’s comments before anyone else sees those comments on their content5. Instagram for Creators said in August 2026 that creators should label profiles featuring an AI-generated person and that proactively adding this label does not change the profile’s reach6.

Rules and different enforcement outcomes

Instagram’s February 2019 announcement described allowing content showing contemplation or admission of self-harm to help people find support, while considering the effects of those images on others7. Mosseri explained that responding to harassment involves not only taking down rule-breaking posts but also deciding which posts and comments appear prominently and using privacy settings to reduce young people’s exposure8. Age-based content settings provide another form of restriction, and Meta’s Newsroom said Instagram’s updated teen settings drew inspiration from public movie-rating guidelines and parent feedback910. The Motion Picture Association does not rate Instagram content or endorse those settings, and Instagram’s moderation systems are not a movie ratings board910. Copyright enforcement has its own tools and procedures: Meta’s Newsroom describes Rights Manager, specialized reporting tools, a team handling copyright complaints and a policy for repeat infringement on Facebook and Instagram11.

How systems and reviewers identify violations

Instagram’s moderation process uses classifiers—automated systems that identify likely problems such as nudity or hate speech—which Mosseri said human reviewers then assess for most types of violations2. Mosseri described technology as useful for handling large volumes and people as better at understanding nuance, while acknowledging that even a small error rate across millions of daily reports leaves many mistakes25. Meta’s Transparency Center says Instagram’s comment system also applies filters to remove comments that may break its 12. Meta’s Newsroom reported in August 2022 that warning screens had prevented some potentially rule-breaking hate speech or bullying content from being posted across its platforms13. In February 2024, Meta’s Newsroom described Meta’s tests of —AI systems trained on its Community Standards to assess possible violations—and reported early results suggesting better performance than its existing models14. The announcement said Meta’s use of generative AI for enforcement remained limited14.

Testing moderation rules before wider enforcement

Meta research and patents. These may not describe how Instagram works today.

Meta’s patent on testing content-review policies describes a proposed way to evaluate moderation rules before applying them broadly15. Meta’s patented approach compares people’s interactions with feeds containing content flagged under a rule against interactions with feeds containing only approved content15. In Meta’s patent, the comparison helps the online system decide whether to adjust that rule15.

Checking and appealing enforcement decisions

Instagram’s identifies removed photos or videos and explains why content cannot appear in recommendations such as Explore; Instagram’s explainer and Mosseri describe options to remove the identified content or appeal, and Mosseri also describes editing it1316. For an unlabeled AI-generated profile excluded from recommendations, Instagram for Creators describes two paths back to eligibility: adding the AI-generated profile label or appealing the decision6. For aggregator accounts that have become ineligible for recommendations, Instagram for Creators says eligibility can return when most of their recently posted photos, carousels and reels are considered original in a rolling 30-day period17. That restriction does not affect showing posts to existing followers and is separate from intellectual property rules17.

What enforcement reports measure

Instagram enforcement appears in Meta’s Community Standards Enforcement Reports through measures such as content removals and the percentage of content acted on that Meta found before someone reported it18. Meta’s Newsroom reported in August 2021 that this proactive detection rate exceeded 90% in nine of the 11 Instagram policy areas covered, and that hate-speech removals across Facebook and Instagram had increased more than fifteenfold since reporting began18. Meta’s Newsroom has also acknowledged enforcement mistakes and reported metrics about appeals1819.

How it has changed

  1. 2019

    July

    Instagram announced an additional account-disabling threshold based on violations within a time window, alongside notices warning when an account was at risk4.

  2. 2021

    October

    Mosseri announced the launch of 20.

  3. 2022

    May

    Meta’s Newsroom announced tests of additional warnings before more severe penalties for policy violations19.

  4. December

    Mosseri announced an expansion of 16.

  5. 2025

    January

    Mosseri announced a move from proactively scanning for low-risk harms toward waiting for reports about those harms to reduce over-enforcement21.

What you can do

  • Open your profile, go to Settings and select to access your account’s enforcement information1.
  • For a profile featuring an AI-generated person, edit the profile and turn on “AI-generated profile” to apply the label6.

See also

References

  1. 1How the “Algorithm” WorksAdam Mosseri · May 31, 2023
  2. 2@mosheh is a great news creator on Instagram, and my wife’s primary source of news these days.Adam Mosseri · Jul 27, 2021
  3. 3Instagram Ranking ExplainedInstagram explainer · May 31, 2023
  4. 4Account Disable Policy Changes on InstagramInstagram announcement · Jul 18, 2019
  5. 5Racism is not acceptable and has no place on Instagram.Adam Mosseri · Jul 22, 2021
  6. 6Bringing More Transparency to AI-Generated Profiles on InstagramInstagram for Creators · Aug 31, 2026
  7. 7Changes We’re Making to Do More to Support and Protect the Most Vulnerable People who Use InstagramInstagram announcement · Feb 7, 2019
  8. 8A che età è giusto dare un telefono ai ragazzi e che come si proteggono sui social?Adam Mosseri · Apr 23, 2025
  9. 9New 13+ Content Settings for Teen Accounts Expanding Globally on Instagram, Facebook, and MessengerMeta Newsroom · Jun 2, 2026
  10. 10Instagram Teen Accounts in APAC Will Be Inspired by 13+ Movie Ratings Criteria and Parent FeedbackMeta Newsroom · May 9, 2026
  11. 11Helping Creators and Publishers Manage Intellectual Property with Rights ManagerMeta Newsroom · Jan 24, 2023
  12. 12Instagram Comments AI systemMeta Transparency Center · Apr 3, 2026
  13. 13Community Standards Enforcement Report, Second Quarter 2022Meta Newsroom · Aug 25, 2022
  14. 14Labeling AI-Generated Images on Facebook, Instagram and ThreadsMeta Newsroom · Feb 6, 2024
  15. 15Shadow tagging to evaluate content review policy changesMeta patent · Apr 7, 2020
  16. 16Account Status UpdateAdam Mosseri · Dec 7, 2022
  17. 17Rewarding original creators on InstagramInstagram for Creators · Apr 30, 2026
  18. 18Community Standards Enforcement Report, Second Quarter 2021Meta Newsroom · Aug 18, 2021
  19. 19Community Standards Enforcement Report, First Quarter 2022Meta Newsroom · May 17, 2022
  20. 20New Transparency ToolsAdam Mosseri · Oct 13, 2021
  21. 21Recapping some updates @zuck announced yesterday and breaking down what’s most relevant for creators.Adam Mosseri · Jan 8, 2025

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Unofficial. Not affiliated with Instagram or Meta. AI answers from the sources shown.