# Adam Flatau (@gamedevadam) on instagram

- id: koinon:creator:instagram_gamedevadam
- url: https://koinonlink.com/kol/instagram/gamedevadam
- schema_version: 1.4

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

## Reach
- followers: 5160
- following: 34
- posts_total: 27
- posts_observed: 3
- verified: false
- size_tier: nano

## 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: gaming
- subcategory: indie
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Welcome to the Game III development and mechanics, Horror game atmosphere and creepy elements, Steam wishlisting and demo releases, Personal game dev life and studio updates
- bio: Owner of Reflect Studios. Content here is of a more personal matter. I make video games :)

## Audience (inferred)
- status: present
- description: Horror game fans and indie game enthusiasts following the Welcome to the Game series
- roles: consumer
- seniority: consumer
- pain_points: Waiting for the full release of Welcome to the Game III after playing the demo, Finding new creepy horror games with unique mechanics like camera and weather systems, Keeping up with scattered dev updates across platforms
- posts_analysed: 11
- 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: 40
- authenticity_basis: profile_shape_only
- credibility_score: 40
- 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_gamedevadam#1839c697] I am not going to even say his name… let’s see if they find this. (https://www.instagram.com/gamedevadam/)
- [instagram_gamedevadam#6f3f1033] Will you be able to keep Cletus happy? #horror #gaming #creepy #wttg #videogames
- [instagram_gamedevadam#1b8276eb] Baby come back… Wishlist Welcome to the Game III on Steam. #tanner
- [instagram_gamedevadam#f432f215] 7/16/2026 - Wishlist now on Steam!
- [instagram_gamedevadam#0471c3d8] My programming buddy
- [instagram_gamedevadam#6a65d058] Here is some W.I.P footage showcasing the camera mechanics in WTTG3.
- [instagram_gamedevadam#5d66841f] Here is some game play footage of the Welcome to the Game III Demo coming out this month! #wttg3 #welcometothegame #horror #creepy
- [instagram_gamedevadam#071e1230] Congratulations, you’ve just stumbled upon some cozy Welcome to the Game III ambience. Enjoy! Wishlist now on Steam! #cozy #asmr #creepy #horror #videogames #gaming #welcometothegame #scrutinized #wttg

## 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=69, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=69, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=69, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=69, 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=69, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=91, 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=69, 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=91, 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=91, method=platform_profile

## Freshness
- profile_checked_days_ago: 91
- content_analysed_days_ago: 69
- audience_updated_days_ago: 69

## AI retrieval
- indexing_requests: 13
- 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_gamedevadam
- Request removal: https://koinonlink.com/claim?k=instagram_gamedevadam
- Terms: https://koinonlink.com/for-ai