# Flo (@flo_indie) on x

- id: koinon:creator:x_flo_indie
- url: https://koinonlink.com/kol/x/flo_indie
- schema_version: 1.4

## Identity
- platform: x
- handle: flo_indie
- platform_url: https://twitter.com/flo_indie
- country: France
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 937
- following: 222
- posts_total: 5849
- posts_observed: 1
- posts_per_day: 17.997
- account_age_days: 325
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00747
- best_post_interactions: 7
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: app
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Indie app development, Mental resilience in solo development, Social media engagement fluctuations, Building puzzle games, Developer burnout and rest, Code-to-product workflow
- bio: software architect • building https://t.co/mLGt7IOADJ • puzzle game app 🧩 • ship it till I make it 🚀

## Audience (inferred)
- status: present
- description: Independent developers and indie makers building small apps, especially puzzle games, with a focus on persistence and mental resilience in the face of low engagement
- roles: dev
- seniority: practitioner
- pain_points: Struggling with inconsistent platform reach and visibility despite consistent posting, Feeling demotivated by low engagement metrics like impressions and notifications, Having difficulty maintaining momentum and mental energy during periods of poor performance, Facing self-doubt when numbers drop, especially after a good day
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 49
- authenticity_basis: engagement_observed
- credibility_score: 49
- 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
- [x_flo_indie#dff45848] don’t take a long break from X, lol… you could be marked as spam 🥹 https://t.co/gIr43BCsI2 (https://twitter.com/flo_indie/status/2072606209891303663)
- [x_flo_indie#795bd47f] it’s time for #puzzles https://t.co/sHXMWTFlJU
- [x_flo_indie#4b60efea] one of the best day of my life 😝 P.S.: thank you JavaScript https://t.co/X7uHq34Fta
- [x_flo_indie#a1ba6d5d] guys, reach is dead today? do we agree?
- [x_flo_indie#9976ca9b] I was feeling down because of my numbers. Then I checked my notifications. This was waiting for me. Battery recharged 🔋🫡🚀 https://t.co/Jmg5YAwMVY
- [x_flo_indie#5fa0b2ef] Don't let yesterday's numbers define today's mindset. Yesterday: 16.8K impressions Today: 179 impressions That's how social media works. Keep posting! Keep building! Keep showing up! 🚀 https://t.co/7dvejReTMh
- [x_flo_indie#089f61b7] guys! stop coding start resting P.S. this is a note for myself, just in case ;p
- [x_flo_indie#d9bebef2] it’s lunchtime! bon appétit 😋

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=111, 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=0.5, freshness_days=80, 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=111, 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=111, method=platform_profile

## Freshness
- profile_checked_days_ago: 111
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 9
- 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=x_flo_indie
- Request removal: https://koinonlink.com/claim?k=x_flo_indie
- Terms: https://koinonlink.com/for-ai