# girlswhocode (@girlswhocode) on tiktok

- id: koinon:creator:tiktok_girlswhocode
- url: https://koinonlink.com/kol/tiktok/girlswhocode
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: girlswhocode
- platform_url: https://www.tiktok.com/@girlswhocode
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 43216
- following: 194
- posts_total: 315
- posts_observed: 14
- verified: false
- size_tier: koc

## 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: entertainment
- subcategory: edu_science
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Girls Who Code programs and alumni success, Women in STEM and tech careers, Diversity and inclusion in AI, cybersecurity, and tech, Mentorship, resources, and community for students, Empowerment and representation for girls in coding

## Audience (inferred)
- status: present
- description: Young girls, nonbinary students, and women interested in learning to code and entering tech/STEM fields, plus educators and advocates for gender diversity in technology
- roles: none
- seniority: learner
- pain_points: Underrepresentation of women in tech roles like cybersecurity and AI, Lack of visible role models, mentorship, and community for girls in coding, Barriers preventing girls from pursuing STEM education and careers, Gender imbalance limiting diverse voices in the tech workforce
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 60
- authenticity_basis: profile_shape_only
- credibility_score: 60
- flagged_for_review: false
- koinon_bd_grade: C — 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
- [tiktok_girlswhocode#ecc594ca] “Me and my girls, we can run circles around you.” 🔥🔥🔥 from our founder @reshma saujani #girlswhocode #girlscandoanything #MakeNightsEpic (https://www.tiktok.com/@girlswhocode)
- [tiktok_girlswhocode#7d13265b] original sound - girlswhocode
- [tiktok_girlswhocode#772817b8] It is a becoming a big trend on TikTok now! Click here: girlswhocode
- [tiktok_girlswhocode#c2fbf4e0] Check out girlswhocode’s video! #TikTok >
- [tiktok_girlswhocode#1396d10a] Meet @daphnedtle, a content creator and VFX artist. Daphne has worked with Dell, @epicgames, and @playstation, and she also walked the @marvel red carpet. #WomenInSTEAM #womenintech #WomenInGaming #vfxartist #marvel #contentcreator #vfx
- [tiktok_girlswhocode#aa4fdab3] Aesthetic
- [tiktok_girlswhocode#10c62da6] Happy #NationalInternDay! 💻✨ Come spend a day with me as a Marketing & Communications intern at Girls Who Code! This summer, I've had the opportunity to work with the team to create content, support campaigns, and find new ways to connect with our community.

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=61, 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=61, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=92, 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=61, 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=92, 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- content_analysed_days_ago: 61
- audience_updated_days_ago: 61

## AI retrieval
- indexing_requests: 11
- 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=tiktok_girlswhocode
- Request removal: https://koinonlink.com/claim?k=tiktok_girlswhocode
- Terms: https://koinonlink.com/for-ai