How do social media algorithms on Instagram specifically target vulnerable teenagers, and what are educators doing to teach digital literacy right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do social media algorithms on Instagram specifically target vulnerable teenagers, and what are educators doing to teach digital literacy right now?
3 real searches · 1 real-search pass
Instagram recommendation algorithms teens engagement ranking sensitive content teen accounts 2025 2026 Meta officialGoogle ↗
OBSERVEDOther / navigational
educators digital literacy curriculum teens social media algorithm literacy 2025 2026 schools programsGoogle ↗
OBSERVEDInstruction
APA health advisory social media use adolescents algorithmic features recommendation systemsGoogle ↗
OBSERVEDReason
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Instagram recommendation algorithms teens engagement ranking sensitive content teen accounts 2025 2026 Meta official Google ↗
educators digital literacy curriculum teens social media algorithm literacy 2025 2026 schools programs Google ↗
APA health advisory social media use adolescents algorithmic features recommendation systems Google ↗
- Instagram Feed Ranking System Card · ai.meta.com
- Instagram Feed Ranking System Card · ai.meta.com
- Health advisory on social media use in adolescence · apa.org
- Understanding the Digital Landscape · healthyviewing.apa.org
- Social media brings benefits and risks to teens. Psychology can help identify a path forward · apa.org
- Health advisory on social media use in adolescence · apa.org
- APA (Psychology) Health Advisory on Social Media Use in Adolescence Guideline Summary · guidelinecentral.com
- Instagram Expands Teen Accounts Inspired by 13+ Content Ratings · about.fb.com
- New 13+ Content Settings for Teen Accounts Expanding Globally on Instagram, Facebook, and Messenger · about.fb.com
- Instagram Teen Accounts Will Be Inspired by Movie Ratings for Ages 13+ · about.fb.com
- Teens Want Earlier, More Relevant Social Media Education, New… · foundry10.org
- News Literacy Project · newslit.org
- Stanford Civic Online Reasoning · cor.stanford.edu
- Teacher Guide to Student Social Media Guidelines · infohub.nyced.org
- Educating Students About Problematic Technology Use: Resources for School Teachers, Staff, and Clinicians · aap.org
- Common Sense Media's Digital Literacy Curriculum · commonsensemedia.org
- Stanford CRAFT: How Can I Audit Social Media Algorithms? · craft.stanford.edu
- Full article: Supporting social media and algorithmic literacy in secondary schools: school staff confidence, provision, and online harms · tandfonline.com
- American Psychological Association – Health Advisory on Social Media Use in Adolescence · apa.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Instagram recommendation algorithms teens engagement ranking sensitive content teen accounts 2025 2026 Meta official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
educators digital literacy curriculum teens social media algorithm literacy 2025 2026 schools programs OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
APA health advisory social media use adolescents algorithmic features recommendation systems OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |