# Doba, Inc. (@dobainc) on youtube

- id: koinon:creator:youtube_dobainc
- url: https://koinonlink.com/kol/youtube/dobainc
- schema_version: 1.4

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

## Reach
- followers: 117000
- posts_observed: 1
- 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: ecommerce
- subcategory: dropship
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: AI-powered dropshipping store building, Trending products and niche selection, Beginner guides to starting dropshipping, Daily operations and scaling for dropshippers, Comparing Doba to other platforms, Side hustle ideas and income rebuilding
- bio: Build Your Dream Business with Doba's AI-Powered Dropshipping Platform! Welcome to the Doba YouTube channel — your ...

## Audience (inferred)
- status: present
- description: Aspiring dropshippers and e-commerce beginners, mainly side-hustlers and new online sellers seeking AI tools to launch stores
- roles: ecom_ops
- seniority: learner
- pain_points: Not knowing what products to sell or how to find trending items, Uncertainty about whether they are ready to start dropshipping, Struggling with the initial setup and operations of an online store, Low visibility into real profit margins after ad spend
- posts_analysed: 47
- 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_dobainc#20fa5603] Your Niche Already Told You What to Sell (https://www.youtube.com/@dobainc)
- [youtube_dobainc#a0266cd0] AI Made the Plan. Doba Built the Store.
- [youtube_dobainc#c8977e2a] The Best Dropshipping Platform for beginners
- [youtube_dobainc#62569fd6] 3 Summer Products Customers Are Already Looking For ☀️
- [youtube_dobainc#6277fac2] The Only Thing Between You And Starting Is Starting
- [youtube_dobainc#eae78587] Creators Already Did the Hardest Part of Selling
- [youtube_dobainc#6ae812dd] What to do if you lost all your income tomorrow
- [youtube_dobainc#1e3f0924] Signs You're Actually Ready to Start Dropshipping (You Might Be Closer Than You Think)

## 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=73, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=73, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=73, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=73, 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=73, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=92, 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=73, 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=92, 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- content_analysed_days_ago: 73
- audience_updated_days_ago: 73

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