# Spencer_Gilmore (@spencergilmor) on tiktok

- id: koinon:creator:tiktok_spencergilmor
- url: https://koinonlink.com/kol/tiktok/spencergilmor
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: spencergilmor
- platform_url: https://www.tiktok.com/@spencergilmor
- website: https://www.hairrescue.shop/
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 9515
- following: 188
- posts_observed: 1
- verified: false
- size_tier: nano

## 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: ecom_ads
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Meta ads metrics and CBO campaigns, E-commerce funnel and website optimization, Starting and iterating fast in business, AI replacing traditional jobs, Hair transplant avoidance / hair rescue
- bio: Founder of @HairRescue.Shop

## Audience (inferred)
- status: present
- description: Meta ads practitioners and small-to-medium e-commerce operators running paid campaigns
- roles: ads
- seniority: practitioner
- pain_points: Tracking the right Meta metrics (frequency, CPM, cost per add-to-cart) without clear benchmarks, Knowing when to launch imperfect ads/websites instead of waiting for perfection, Handling abandoned checkouts and missing offer/funnel information, Adapting to AI replacing both junior and senior roles while building side income
- posts_analysed: 17
- confidence: 0.6

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

## Quality signals
- authenticity_score: 44
- authenticity_basis: profile_shape_only
- credibility_score: 44
- 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_spencergilmor#cacf4d9f] Notes to self - don’t lose the ability to be perceptive (https://www.tiktok.com/@spencergilmor)
- [tiktok_spencergilmor#a6ea467b] original sound - spencergilmor
- [tiktok_spencergilmor#ce5f0213] Check out Spencer_Gilmore’s video! #TikTok >
- [tiktok_spencergilmor#d40d68c1] Friend of mine runs a business spending $30k per day on a single CBO campaign and that’s all they use
- [tiktok_spencergilmor#e844cadc] Meta ads metrics that I like to montior  Frequency - unique outbound click through rate - CPM’s and cost per add to cart
- [tiktok_spencergilmor#15952146] 8 figure brand website loading
- [tiktok_spencergilmor#93ecdd9c] important benchmarks and metrics are there for a reason, if you’re only goal is increasing websites visitors and not making sure the offer, website, funnel, conversion rate are correct  You’re wasting so much money getting leads who don’t spend any money with you
- [tiktok_spencergilmor#984e1787] Companies are replacing not only the bad employees with AI but also the good employees  You need to start building up skills and incomes

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=72, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=72, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=72, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=72, 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=72, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=72, 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=72, 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=72, 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=72, method=platform_profile

## Freshness
- profile_checked_days_ago: 72
- content_analysed_days_ago: 72
- audience_updated_days_ago: 72

## AI retrieval
- indexing_requests: 11
- 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_spencergilmor
- Request removal: https://koinonlink.com/claim?k=tiktok_spencergilmor
- Terms: https://koinonlink.com/for-ai