# Pamela McKenzie (@PamelaMcKenzie) on x

- id: koinon:creator:x_pamelamckenzie
- url: https://koinonlink.com/kol/x/PamelaMcKenzie
- schema_version: 1.4

## Identity
- platform: x
- handle: PamelaMcKenzie
- platform_url: https://twitter.com/PamelaMcKenzie
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 1956
- following: 1134
- posts_total: 68776
- posts_observed: 2
- posts_per_day: 12.308
- account_age_days: 5588
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00051
- best_post_interactions: 1
- measurement_source: x_post_interactions
- measurement_formula: interactions on one post — likes, or likes + reposts + replies depending on the discovery path (the two are not distinguishable in the stored data)
- comparable_pool: peak_interactions
- status_note: We have only the single best observed post, so no mean exists. peak_post_engagement_rate is an UPPER BOUND, systematically higher than an average — never compare it against an average rate.
- 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: pets
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: Vegas Golden Knights hockey fandom, pet care (especially cats), local community interactions (e.g., Nextdoor), AI-generated imagery sharing, everyday lifestyle and food, fireworks disturbance and noise sensitivity
- bio: Retired-Mktg. Comms. Vegas Golden Knights Hockey & home of Stanley Cup 2023 Champions & Fan of Golden Knights Hockey pets. USA USA USA

## Audience (inferred)
- status: present
- description: US hockey fans, especially followers of the Vegas Golden Knights and Stanley Cup champions, with a focus on local community engagement and pet-related lifestyle content
- roles: none
- seniority: consumer
- 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: engagement_observed
- 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
- [x_pamelamckenzie#24533773] Every Patriot / Anon right now . . . https://t.co/fTVboCvTqW (https://twitter.com/PamelaMcKenzie/status/2069996805891510498)
- [x_pamelamckenzie#e1856f3b] Grrrr 👿 for 2.5 hours they’ve been blowing off illegal fireworks 🧨 non-stop. My two cats are having a tough time coping with the bomb-like noise. This will continue through midnight. https://t.co/7ALx0t5AvL
- [x_pamelamckenzie#c041e7b0] Tomato, cucumber, avocado, red onion, cilantro, olive oil, lemon juice, salad. 🥗 https://t.co/9Va56ideMY
- [x_pamelamckenzie#e574d615] @drumgirl32 LOL 😂 @CattyWampus44 Somebody posted these on Nextdoor. https://t.co/3Xh3lc1FvQ
- [x_pamelamckenzie#4a2aeb12] @drumgirl32 How are the new kitties Luis& Lily doing? Maddie brought out her flying squirrel & her flamingo 🦩 toy, so I really got confused hehe 😜 She loves that fishing pole toy. We’re on our 3rd one since the batteries died. Goodnight 🌙 fren! https://t.co/sn6DRpnEZl
- [x_pamelamckenzie#a116402c] https://t.co/bV1Ey77PZp
- [x_pamelamckenzie#d15f949a] Not razzin’ you all, but I just had to share this graphic AI pic to my good pals at Absolute Storm! Nah, just anu

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=117, 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=0.5, freshness_days=80, 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=117, 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=117, method=platform_profile

## Freshness
- profile_checked_days_ago: 117
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

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