# Amy🎗️ (@Amy_Dess) on x

- id: koinon:creator:x_amy_dess
- url: https://koinonlink.com/kol/x/Amy_Dess
- schema_version: 1.4

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

## Reach
- followers: 563
- following: 527
- posts_total: 62603
- posts_observed: 4
- posts_per_day: 11.065
- account_age_days: 5658
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00178
- 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: entertainment
- subcategory: sports
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Montreal Canadiens fandom, NHL hockey game criticism, Sportsmanship and referee integrity, International sports events (e.g. Eurovision, World Cup qual, Canadian national pride in sports, Fan culture and regional rivalries
- bio: They say to get a girl who can do both. Not sure what we’re talking about here but I probably can’t do either.

## Audience (inferred)
- status: present
- description: Habs fans and NHL hockey enthusiasts, primarily passionate Canadian supporters with strong regional loyalty to the Montreal Canadiens
- roles: general_ai
- seniority: consumer
- pain_points: Frustration with biased or poor officiating in hockey games, Disgust over perceived disrespect from opposing fans, especially during international events, Annoyance at poor performances of national anthems by opposing teams' fans, Outrage over political or cultural gestures in sports that contradict their values
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 36
- authenticity_basis: engagement_observed
- credibility_score: 36
- 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_amy_dess#99748933] 👏🏻👏🏻👏🏻 (https://twitter.com/Amy_Dess/status/2069969840840856037)
- [x_amy_dess#650019f7] Canes fans singing olé olé - you are foul. Repugnant, unsportsmanlike behaviour that says nothing about your support for your team but everything about your shitty character. #GoHabsGo
- [x_amy_dess#a6f47a96] In what universe is that not goalie interference?! The same clown ref universe where Price being dragged out of his net wasn’t?! Disgusting. #GoHabsGo
- [x_amy_dess#30696495] Hurricanes just got welcomed to the real playoffs 😏🔥 #GoHabsGo
- [x_amy_dess#1f234c8a] Fuck-ass refs honest to god. #GoHabsGo
- [x_amy_dess#6d2ff383] Poland giving Israel 12 points was not on my bingo card #Eurovisión2026 #Eurovisión
- [x_amy_dess#6f6d8c47] Oh stfu Perry Jesus #GoHabsGo #clown
- [x_amy_dess#01c39fc3] They really can’t find someone in all of Florida who can sing the Canadian anthem without making every dog in Tampa start yowling? #GoHabsGo

## 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: 14
- 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_amy_dess
- Request removal: https://koinonlink.com/claim?k=x_amy_dess
- Terms: https://koinonlink.com/for-ai