# Starter Story (@starter_story) on threads

- id: koinon:creator:threads_starter_story
- url: https://koinonlink.com/kol/threads/starter_story
- schema_version: 1.4

## Identity
- platform: threads
- handle: starter_story
- platform_url: https://www.threads.net/@starter_story
- website: https://www.starterstory.com/th
- entity_type: creator
- person_id: koinon:person:threads_starter_story

## Reach
- followers: 58106
- posts_observed: 1
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00563
- best_post_interactions: 327
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- 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: App success stories with revenue numbers, Non-technical founders building apps, Repeatable systems for app growth
- bio: On a mission to inspire 1B people to build stuff!

## Audience (inferred)
- status: present
- description: Aspiring non-technical entrepreneurs, students and side-hustlers who want to build and monetize simple apps
- roles: none
- seniority: learner
- pain_points: No coding skills but want to launch apps, Finding repeatable, proven app ideas and systems, Turning side projects into real monthly revenue
- posts_analysed: 2
- confidence: 0.4

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

## Quality signals
- authenticity_score: 94
- authenticity_basis: engagement_observed
- credibility_score: 94
- flagged_for_review: false
- koinon_bd_grade: A — 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
- [threads_starter_story#5bbbdc99] He found a $200K/month app, made it 1% different, and now it’s paying him $12K/month… all with zero coding background. David Attias was working finance when he spotted a booming app in a different niche. He cloned the onboarding, switched up the colors, changed the market… and af (https://www.threads.com/@starter_story/post/DaHaBnfFHfE)
- [threads_starter_story#8156904d] I met a 20-year-old NYU student who’s built 45+ apps. His latest one hit $30K/month - here’s the exact repeatable system behind his app. Benji doesn’t chase random ideas. He’s perfected a blueprint: brainstorm for demand, wireframe in Figma, build with AI tools, launch in hours. 

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, 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=79, 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: 79
- audience_updated_days_ago: 67

## AI retrieval
- indexing_requests: 10
- 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=threads_starter_story
- Request removal: https://koinonlink.com/claim?k=threads_starter_story
- Terms: https://koinonlink.com/for-ai