# Ishan Suri (@ishan_suri) on youtube

- id: koinon:creator:youtube_ishan_suri
- url: https://koinonlink.com/kol/youtube/ishan_suri
- schema_version: 1.4

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

## Reach
- followers: 31300
- posts_observed: 1
- verified: false
- size_tier: koc

## 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: dtc_brand
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Scaling Facebook/Meta ads, Finding winning D2C products, Entrepreneurship persistence and mindset, Building systems over hustle, Data-driven testing and decision making
- bio: Learn more about me I quit my job during the pandemic and went full time into entrepreneurship. From there on - I've built/exited ...

## Audience (inferred)
- status: present
- description: D2C entrepreneurs and Meta/Facebook ads practitioners running or scaling online stores, especially in India
- roles: ads
- seniority: practitioner
- pain_points: High ad spend with poor ROI from untested or unfocused campaigns, Difficulty identifying winning products that actually convert, Quitting or losing momentum before systems are in place, Struggling to move from manual execution to scalable processes
- posts_analysed: 47
- confidence: 0.75

## 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: 50
- authenticity_basis: profile_shape_only
- credibility_score: 50
- 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_ishan_suri#bc0c2a25] start here (https://www.youtube.com/@ishan_suri)
- [youtube_ishan_suri#07cf582e] move fast
- [youtube_ishan_suri#83416e67] the overlooked advantage
- [youtube_ishan_suri#0d514b9e] start within.
- [youtube_ishan_suri#5971f4d9] don’t force it
- [youtube_ishan_suri#0131b6a0] be undeniable
- [youtube_ishan_suri#9f5f88d7] decide for yourself
- [youtube_ishan_suri#127166f1] data over assumptions

## 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=68, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=68, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=68, 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=68, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=68, 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=68, 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=68, 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=68, method=platform_profile

## Freshness
- profile_checked_days_ago: 68
- content_analysed_days_ago: 68
- audience_updated_days_ago: 68

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