# Adam Build In Public (@buildinpublicadam) on instagram

- id: koinon:creator:instagram_buildinpublicadam
- url: https://koinonlink.com/kol/instagram/buildinpublicadam
- schema_version: 1.3

## Identity
- platform: instagram
- handle: buildinpublicadam
- platform_url: https://www.instagram.com/buildinpublicadam/
- entity_type: creator
- person_id: koinon:person:instagram_buildinpublicadam

## Reach
- followers: 47282
- following: 661
- posts_total: 7
- posts_observed: 1
- 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: lifestyle
- subcategory: fitness
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: personal health journey documentation, building a health tech startup publicly, entrepreneurship and mental resilience, public business building through social media, healing from illness while growing a brand, launching a health-focused mobile app
- bio: ici c’est mon compte business 
🧬Je te montre les behind the scenes entrepreneur de mes projets dans la santé 
Mon compte principal ➡️ @adamswift2.0

## Audience (inferred)
- status: present
- description: French-speaking health and wellness entrepreneurs documenting their personal healing journeys and building public businesses around health tech
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to maintain motivation and consistency in personal health recovery while building a business, Facing challenges in gaining visibility and trust when launching a new health-focused app with no initial audience, Feeling isolated in the journey of entrepreneurship due to societal pressure to appear happy and independent without sup
- posts_analysed: 3
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 38
- authenticity_basis: profile_shape_only
- credibility_score: 53
- 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
- [instagram_buildinpublicadam#4d51a345] Dans un monde où on nous vend de partout sur les réseaux sociaux qu’être heureux, c’est être seul, faire ce qu’on veut quand on veut, s’amuser sans attaches, ne plus bâtir de famille, ne plus être sérieux, et consommer les relations comme des produits jetables… J’aimerais vous pa (https://www.instagram.com/buildinpublicadam/)
- [instagram_buildinpublicadam#ab0a8e7b] Il y a 6 mois, j’ai commencé un nouveau compte Instagram en partant de 0. Après avoir développé des problèmes de santé, je voulais documenter ma guérison et transmettre ce que j’avais appris en +5 ans de recherches. Je n’étais pas médecin. Personne ne me connaissait. 6 mois après
- [instagram_buildinpublicadam#dab709d0] Aujourd’hui, je suis fier de vous présenter @herafrance.app Commentez “HERA” pour recevoir le lien de l’Apple store.🍉🥑🧬 Après plusieurs mois de travail avec mon équipe, des centaines d’heures de recherche, de développement et de tests, mon application IA est enfin disponible. 

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=7, 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=7, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=43, 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=7, 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=43, 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=43, method=platform_profile

## Freshness
- profile_checked_days_ago: 43
- content_analysed_days_ago: 7
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_buildinpublicadam
- Request removal: https://koinonlink.com/claim?k=instagram_buildinpublicadam
- Terms: https://koinonlink.com/for-ai