# Studyyfairyy | Studying + Productivity (@studyyfairyy) on instagram

- id: koinon:creator:instagram_studyyfairyy
- url: https://koinonlink.com/kol/instagram/studyyfairyy
- schema_version: 1.4

## Identity
- platform: instagram
- handle: studyyfairyy
- platform_url: https://www.instagram.com/studyyfairyy/
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 701658
- following: 11
- posts_total: 77
- posts_observed: 6
- verified: false
- size_tier: kol

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- unit_note: engagement_rate and peak_post_engagement_rate are ratios (0-1); avg_interactions_per_post and best_post_interactions are absolute counts. Read status before reading any number: a null rate has several different causes and status says which one applies here.

## Content
- category: software
- subcategory: ai_tools
- category_confidence: 0.9
- category_source: derived_from_discovery_path
- topics: Study techniques and note-taking hacks, Productivity and scheduling tools for students, Aesthetic bullet journaling and planning, AP classes and college advice, DIY aesthetic crafts and stationery finds
- bio: 1.3 million on tiktok (studyfairyy)
love all 428k of you
Contact: [contact removed]

## Audience (inferred)
- status: present
- description: High school and college students focused on study aesthetics, productivity, note-taking and planning
- roles: none
- seniority: learner
- pain_points: Finding effective study methods that actually lead to high grades on finals and projects, Building and sticking to realistic schedules as busy students, Creating aesthetic yet professional notes, study guides and bullet journals quickly, Planning for graduation, college applications and future academic goals
- posts_analysed: 12
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.6
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 66
- authenticity_basis: profile_shape_only
- credibility_score: 66
- flagged_for_review: false
- koinon_bd_grade: B — measures Koinon partner-outreach fit, not creator quality
- interpretation: Signals for triage, not verdicts. A flag means the profile is worth a manual check.

## Evidence
- [instagram_studyyfairyy#0ca3ae82] The perfect present! #DIY #birthday #scrapbooking #reelsinstagram #aesthetic (https://www.instagram.com/studyyfairyy/)
- [instagram_studyyfairyy#f17b32c7] The BEST way to have a schedule as a college student!! You need to try! @cinch.planner #study #ipad #studygram #productivity #reelsinstagram
- [instagram_studyyfairyy#4b7af381] #AD Create your senior year bullet journal and plan for the future with @debrucefound Link in bio for the free graduation toolkit!
- [instagram_studyyfairyy#a47c519d] Mother’s Day card idea!! #study #aesthetic #reelsinstagram #studygram #ipad
- [instagram_studyyfairyy#1bfb088e] I got 100%s on final projects that took me minutes and this is how! 🤯 This is a total game changer for all my majors out there who need to generate professional materials — it’s honestly amazing. 👉 Link in bio to check it out & don’t miss the Flash Sale Week x Nano Banana Pro —
- [instagram_studyyfairyy#62477280] Worst ways to study for your finals!! #study #aesthetic #reelsinstagram #studygram #ipad #ipadnotes #howto #notetaking #studyspo #productivity #amazonfinds #journal #bulletjournal #diy #art #drawing #school
- [instagram_studyyfairyy#6dfddd13] Ranking all the AP classes I took in high school on a pyramid! Do you agree?? #study #aesthetic #reelsinstagram #studygram #ipad #ipadnotes #howto #notetaking #studyspo #productivity #amazonfinds #journal #bulletjournal #diy #art #drawing #school
- [instagram_studyyfairyy#2f304507] Easy Christmas card idea!! Super cute and takes 5 minutes! #study #aesthetic #reelsinstagram #studygram #ipad #ipadnotes #howto #notetaking #studyspo #productivity #amazonfinds #journal #bulletjournal #diy #art #drawing #school #christmas #christmas2025 #holiday #xmas

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=54, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=54, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=54, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_scorer — Relative signal within Koinon indexing, not a market-wide score.
- commercial.promotion_intent: source_type=ai_inferred, confidence=0.6, freshness_days=54, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=97, method=profile_snapshot_and_engagement_ratio_heuristic — Means "worth a manual check", NOT confirmed fraud. Flags can be wrong and are not a verdict about the person.
- quality.authenticity_score: source_type=heuristic, confidence=0.25, freshness_days=54, method=Profile-shape heuristic from a single snapshot (follower count, following ratio, account age, posting volume, verification), reduced for engagement red flags where post engagement was collected. Where only a follower count is available the score saturates at 58. — The input set differs by platform; do not compare this score across platforms.
- quality.koinon_bd_grade: source_type=ai_inferred, confidence=0.5, freshness_days=97, method=llm_partner_fit_classifier + fit_score >= 0.6 AND authenticity >= 60 => A; fit_score >= 0.4 AND authenticity >= 45 => B; else C. authenticity < 30 or a promotional-pattern flag => quarantine. — Koinon partner-outreach fit, not creator quality.
- reach.followers: source_type=observed, confidence=0.95, freshness_days=97, method=platform_profile

## Freshness
- profile_checked_days_ago: 97
- content_analysed_days_ago: 54
- audience_updated_days_ago: 54

## AI retrieval
- indexing_requests: 8
- user_triggered_requests: 0
- note: Being indexed in bulk is not the same as being retrieved to answer a question.

## This profile
- Claim or correct: https://koinonlink.com/claim?k=instagram_studyyfairyy
- Request removal: https://koinonlink.com/claim?k=instagram_studyyfairyy
- Terms: https://koinonlink.com/for-ai