# Rob Walling (@RobWalling) on youtube

- id: koinon:creator:youtube_robwalling
- url: https://koinonlink.com/kol/youtube/RobWalling
- schema_version: 1.3

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

## Reach
- followers: 126000
- posts_observed: 937
- verified: false
- size_tier: kol

## 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: software
- subcategory: saas
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Micro SaaS, Bootstrapping & side hustle, SaaS营销与获客, 定价与扩展收入, AI工具应用, 长期思维与退出
- bio: I'm a serial entrepreneur who's started six companies (five bootstrapped). Most recently, I sold Drip. I run MicroConf, the original ...

## Audience (inferred)
- status: present
- description: bootstrapped micro-SaaS founders, indie developers, and solo entrepreneurs who've transitioned from side hustles to full-time ventures
- roles: dev
- seniority: practitioner
- pain_points: Struggling to find time to balance a full-time job and building a business, Validating ideas and acquiring initial traction, Determining pricing strategies and scaling revenue, Staying committed when facing economic downturns or loss of motivation
- posts_analysed: 32
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 1
- promotion_intent: 1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 58
- authenticity_basis: profile_shape_only
- credibility_score: 58
- 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
- [youtube_robwalling#c9452bc4] Take AI with a grain of salt (https://www.youtube.com/@RobWalling)
- [youtube_robwalling#ce29a08a] Growing an app to $4k/month
- [youtube_robwalling#00120259] 💰⌛ Think in Years, Not Months ⌛💰
- [youtube_robwalling#2496e7ae] 💰 Build a $1 Million App 💰
- [youtube_robwalling#4048505a] Micro SaaS- Being Small Can Be Good!
- [youtube_robwalling#e3bc3a73] Make money with Micro SaaS?
- [youtube_robwalling#97043588] Is Micro SaaS right for you?
- [youtube_robwalling#ae87460e] Growing a Side Hustle

## 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=35, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=35, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=35, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=0, 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=0, 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=0, 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=0, method=platform_profile

## Freshness
- profile_checked_days_ago: 0
- content_analysed_days_ago: 0
- audience_updated_days_ago: 35

## 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=youtube_robwalling
- Request removal: https://koinonlink.com/claim?k=youtube_robwalling
- Terms: https://koinonlink.com/for-ai