# Tyler Thurston (@tjthurston13) on x

- id: koinon:creator:x_tjthurston13
- url: https://koinonlink.com/kol/x/tjthurston13
- schema_version: 1.4

## Identity
- platform: x
- handle: tjthurston13
- platform_url: https://twitter.com/tjthurston13
- website: https://twitch.tv/tylerthurston13
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 820
- following: 815
- posts_total: 16061
- posts_observed: 4
- posts_per_day: 2.927
- account_age_days: 5488
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00488
- best_post_interactions: 4
- 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: travel
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: Florida weather patterns, Local car meets and community events, Regional sports (Panthers, Tar Heels), Beach living challenges, Family life and daily routines in Florida
- bio: Husband/ dad of 3. living life a 1/4 mile at a time. Tar Heel raised, Florida living. #KeepPounding 919-941✈

## Audience (inferred)
- status: present
- description: Florida locals, especially those in the west coast region, with a strong interest in local weather, car culture, and regional sports (Panthers, Tar Heels), primarily middle-aged dads and outdoor enthusiasts
- roles: none
- seniority: consumer
- pain_points: Dealing with frequent afternoon thunderstorms in Florida that disrupt outdoor plans, Living near the beach and facing issues like storm damage and flooding, Limited access to local community events due to lack of nearby friends or family, Difficulty finding reliable local information about weather patterns and road conditions
- posts_analysed: 6
- 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: 39
- authenticity_basis: engagement_observed
- credibility_score: 39
- 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_tjthurston13#6c01c7f7] Not Having Jaycee or Mike Jack up here is crazy. #Keeppounding https://t.co/d5kLRMcsFV (https://twitter.com/tjthurston13)
- [x_tjthurston13#98cab151] Panthers backfield fixing to be looking like this again. https://t.co/GtFPjtTSkQ
- [x_tjthurston13#2ed22513] This is an average 3pm rainstorm in Florida.😂 As for the triangle area we would periodically see these kinds of storms over by 40/42 growing up.😂 the weather typically looks like this if you are closer to the farms.😂 https://t.co/x4INMDLjyx
- [x_tjthurston13#088e023f] Meanwhile our cops on the west coast of FL come and hang out with everyone at these car meets. As long as you aren’t acting a fool they are just there to keep everyone safe and check out the various builds. East coast could really take notes on community relations from the west c
- [x_tjthurston13#cf3db788] Only way to catch that is a dive with toe drag. 😂
- [x_tjthurston13#f8f1ec96] Woke up to this.😂 The not so fun side of living next to the beach in Florida.😂 https://t.co/P1DwQauwF5
- [x_tjthurston13#c16aaf56] Sharky’s

## 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=108, 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=108, 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=108, method=platform_profile

## Freshness
- profile_checked_days_ago: 108
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 7
- 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_tjthurston13
- Request removal: https://koinonlink.com/claim?k=x_tjthurston13
- Terms: https://koinonlink.com/for-ai