# Luigi Newton (@lncapital) on tiktok

- id: koinon:creator:tiktok_lncapital
- url: https://koinonlink.com/kol/tiktok/lncapital
- schema_version: 1.4

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

## Reach
- followers: 33462
- following: 517
- posts_total: 424
- posts_observed: 7
- 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: investing
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Social housing HMO investments, Property purchase renovation and revaluation examples, UK social housing provider opportunities, Floorplan and deal analysis tips

## Audience (inferred)
- status: present
- description: UK property investors and landlords exploring or running social housing HMOs and buy-to-let deals
- roles: none
- seniority: practitioner
- pain_points: Accurately calculating purchase, refurb and revaluation numbers to secure financing, Finding and converting suitable properties into social housing HMOs, Understanding regulations and contracts for becoming a social housing provider, Identifying profitable opportunities in a competitive UK property market
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.4
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 59
- authenticity_basis: profile_shape_only
- credibility_score: 59
- flagged_for_review: false
- koinon_bd_grade: C — 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_lncapital#15642346] Purchase price: £290,000 Renovation costs: £40,000 End valuation: £420,000 Monthly rental income: £4,000  Monthly outgoings Mortgage payment: £2,074 Insurance: £110 Total monthly profit: £1,816 Total project cost: £159,994  (we used bridging to purchase and then refinanced onto l (https://www.tiktok.com/@lncapital)
- [tiktok_lncapital#b4e6a310] Intro
- [tiktok_lncapital#a2d2eadf] It is a becoming a big trend on TikTok now! Click here: property
- [tiktok_lncapital#36e381db] Check out Luigi Newton’s video! #TikTok >
- [tiktok_lncapital#87fe7971] How did my renovation go?
- [tiktok_lncapital#775cf33e] Purchase price: £170,000 Refurb costs: £60,000 Revalued at: £335,000 Myself and my JV partner remortgaged this property and pulled out out all of the initial investment plus

## 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=61, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=61, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=61, 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=61, 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=61, 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: 61
- audience_updated_days_ago: 61

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