# Danielle | Small Biz Tips (@itsdanielleryan) on tiktok

- id: koinon:creator:tiktok_itsdanielleryan
- url: https://koinonlink.com/kol/tiktok/itsdanielleryan
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: itsdanielleryan
- platform_url: https://www.tiktok.com/@itsdanielleryan
- country: Canada
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 81508
- following: 781
- posts_observed: 4
- 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: finance
- subcategory: personal_fin
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Canadian sole prop taxes and T2125 filing, Bookkeeping spreadsheets and receipt organization, Business registration and banking setup in Canada, GST/HST collection and remittance, Content creator specific tax and expense tips, Personal finance tools for self-employed (TFSA, sinking fund

## Audience (inferred)
- status: present
- description: Canadian sole proprietors, freelancers and small business owners (especially content creators) who handle their own taxes, bookkeeping and compliance
- roles: none
- seniority: practitioner
- pain_points: Confusing income tax vs sales tax (GST/HST) rules and remittance schedules, Tracking income/expenses and keeping proper receipts for tax time, Choosing the right business structure, name registration and bank accounts, Managing self-employment taxes like CPP and foreign income reporting without an accountant
- posts_analysed: 72
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.7
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 56
- authenticity_basis: profile_shape_only
- credibility_score: 56
- 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
- [tiktok_itsdanielleryan#6e013a3f] Replying to @mamy_mai WHAT IS MY BUSINESS? So glad you asked. Here’s my entire business origin story from 2018 to now. It’s been anything by linear but I’ve loved almost every second of it. & hey, if you need a creative strategist or content creator for your next project… we shou (https://www.tiktok.com/@itsdanielleryan)
- [tiktok_itsdanielleryan#a9272bf0] original sound - itsdanielleryan
- [tiktok_itsdanielleryan#64a6de0c] It is a becoming a big trend on TikTok now! Click here: canadiansmallbusiness
- [tiktok_itsdanielleryan#7910bbe4] Check out Danielle | Small Biz Tips’s video! #TikTok >
- [tiktok_itsdanielleryan#9a772196] How to track income and expenses in your small business. Having a clear and concise way to track your bookkeeping in your business will save you a huge headache at tax time. #canadiansmallbusiness #smallbusinessbookkeeping #bookkeepingtemplates

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=74, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=74, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=74, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=74, 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=74, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=85, 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=74, 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=85, 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=85, method=platform_profile

## Freshness
- profile_checked_days_ago: 85
- content_analysed_days_ago: 74
- audience_updated_days_ago: 74

## AI retrieval
- indexing_requests: 8
- 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=tiktok_itsdanielleryan
- Request removal: https://koinonlink.com/claim?k=tiktok_itsdanielleryan
- Terms: https://koinonlink.com/for-ai