# RD speed & fab (@rd.speed.fab) on tiktok

- id: koinon:creator:tiktok_rd.speed.fab
- url: https://koinonlink.com/kol/tiktok/rd.speed.fab
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: rd.speed.fab
- platform_url: https://www.tiktok.com/@rd.speed.fab
- website: https://my-store-10fde15.creator-spring.com
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3189
- following: 233
- posts_observed: 5
- 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: lifestyle
- subcategory: home_living
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Classic car restoration (e.g., 1965 Mustang Fastback), DIY automotive fabrication tools, Tool reviews and recommendations, TikTok Shop product discoveries, Metalworking and custom fabrication techniques, Car modification and performance tuning
- bio: Car guy. Merch in links!
UGC creator

## Audience (inferred)
- status: present
- description: Car enthusiasts and DIY automotive fabricators, primarily male hobbyists and small workshop owners building or modifying classic cars
- roles: ecom_ops
- seniority: practitioner
- pain_points: Struggling to find high-quality, affordable tools for custom car builds, Wasting time on inefficient or poorly designed tools that don’t fit their specific projects, Having difficulty organizing tools and workspace in tight or cluttered shop environments, Lacking access to specialized tools like brake flaring tools or thermal cameras without overspending
- 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: 38
- authenticity_basis: profile_shape_only
- credibility_score: 38
- 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_rd.speed.fab#19e3753c] Didn’t know these were in TT shop! (https://www.tiktok.com/@rd.speed.fab)
- [tiktok_rd.speed.fab#1a1c9619] original sound - rd.speed.fab
- [tiktok_rd.speed.fab#3ef84e9e] Check out RD speed & fab’s video! #TikTok >
- [tiktok_rd.speed.fab#cae9fba5] Carb tuning! There is a method to do it that will keep you from chasing your tail.
- [tiktok_rd.speed.fab#7e9ff0c7] This is a nice finishing touch for your wrench set! Good quality high value!
- [tiktok_rd.speed.fab#322abdec] Real deal! This discs save money and time.
- [tiktok_rd.speed.fab#4d08ac25] Story time. #ford #falcon #History #
- [tiktok_rd.speed.fab#c5081a62] It is a becoming a big trend on TikTok now! Click here: ford

## 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=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=23, 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=0, 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=23, 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=23, method=platform_profile

## Freshness
- profile_checked_days_ago: 23
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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_rd.speed.fab
- Request removal: https://koinonlink.com/claim?k=tiktok_rd.speed.fab
- Terms: https://koinonlink.com/for-ai