# Kellie Kelliespug Boxall (@kelliespug) on threads

- id: koinon:creator:threads_kelliespug
- url: https://koinonlink.com/kol/threads/kelliespug
- schema_version: 1.4

## Identity
- platform: threads
- handle: kelliespug
- platform_url: https://www.threads.net/@kelliespug
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1410
- posts_observed: 1
- verified: true
- 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: gaming
- subcategory: igaming
- category_confidence: 0.9
- category_source: derived_from_discovery_path
- topics: modified cars, classic and retro cars, car shows and meets, Ford models (Fiesta, Orion), Peugeot 205 modifications, max power style cars
- bio: I love  cars especially max power style cars 💕

## Audience (inferred)
- status: present
- description: Modified and classic car enthusiasts, especially Ford and Peugeot owners into max power style mods and car shows
- roles: consumer
- seniority: consumer
- pain_points: Sourcing parts for rare old modified cars, Getting vintage cars to start and run reliably, Finding local meets and shows to attend, Balancing modification projects with daily driving
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 47
- authenticity_basis: profile_shape_only
- credibility_score: 47
- 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
- [threads_kelliespug#4261e6c1] This car is just to cool kelvinthatcarguy #cars #ford #fordfiesta #oldcar #oldford (https://www.threads.com/@kelliespug/post/DaDwiujDjVL)
- [threads_kelliespug#597908d3] TOURING CAR REWIND: SOUTH @brandshatchofficial was awesome. Pics and video pending 💗 #brandshatch #touringcars #modifiescars #retrocars #classiccars
- [threads_kelliespug#6dc0eb4b] Will the 36 year old French car start?? #modifiedcars #cars #peugeot #peugeot205 #reunionshow
- [threads_kelliespug#184833b1] When she does start it makes me so happy 😁 #modifiedcars #peugeot #peugeot205gti #trackcar #cars
- [threads_kelliespug#7d985424] I loved this Orion at the sussexprestigefordclub meet today #ford #fordorion #modifiedcar #retrocars #maxpowercars
- [threads_kelliespug#d84f07ce] What a glow up #modifiedcars #Ford #fordfiesta #fordfiestamk1 #classiccar
- [threads_kelliespug#c17cd4d2] I just can’t help but modify a car #reunionshow #modifiedcars #maxpowercars #peugeot #peugeot205
- [threads_kelliespug#e57fbe06] Awards at @thereunionshowofficial with @maxers_millsy #reunionshow #thereunionshow #maxpowerreunion #kelliespug #maxers

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

- audience.description: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=118, 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=78, 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=118, 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=118, method=platform_profile

## Freshness
- profile_checked_days_ago: 118
- content_analysed_days_ago: 78
- audience_updated_days_ago: 78

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