# Lindsey Evans (@lindsey.sparkles) on threads

- id: koinon:creator:threads_lindsey.sparkles
- url: https://koinonlink.com/kol/threads/lindsey.sparkles
- schema_version: 1.4

## Identity
- platform: threads
- handle: lindsey.sparkles
- platform_url: https://www.threads.net/@lindsey.sparkles
- website: http://linktr.ee/freshethic
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2436
- posts_observed: 1
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00164
- best_post_interactions: 4
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- 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: news_media
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: Hilary Duff concerts and 2000s pop culture, Political receipts on Trump administration, Personal hair and style changes, Meta creator bonuses and referrals, Local Portland/Vancouver activities
- bio: 🎙Podcast Host(30 million+downloads)
👨‍👩‍👦Wife + Mom
💻 As seen on E!,Cosmopolitan, Forbes, BBC, Refinery 29, Insider, Seventeen, NPR

## Audience (inferred)
- status: present
- description: Left-leaning women interested in pop culture (esp. Hilary Duff), personal style, local Portland events, and political commentary, plus some fellow creators seeking Meta bonuses
- roles: consumer
- seniority: consumer
- pain_points: Losing followers after posting political facts about the current administration, Finding local concert buddies whose partners won't enjoy the show, Needing referrals or connections for creator platform bonuses
- posts_analysed: 6
- 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: 56
- authenticity_basis: engagement_observed
- credibility_score: 56
- 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_lindsey.sparkles#19e846d1] You can’t convince me Lindsay Graham didn’t die from the diarrhea lettuce (https://www.threads.com/@lindsey.sparkles/post/DZn9NioD7AY)
- [threads_lindsey.sparkles#ca5da7a8] Speaking of the Lucky You tour…this outfit with hair glitter and butterfly clips? @hilaryduff
- [threads_lindsey.sparkles#3c9ccb86] Anyone in Portland/Vancouver area want to go to the Hilary Duff concert w/me? I have tickets but am realizing my husband is not going to appreciate the show as much as he should 😂
- [threads_lindsey.sparkles#aaec7435] Any hairstylists in Portland that are up for hair roulette? I want a change but don’t know what.
- [threads_lindsey.sparkles#bbb60a5d] Every time I post factual receipts about the disgusting things this administration is doing, I lose followers. Over 30k since Trmp’s second term. Good. If facts offend you, this isn’t your page. If you’re defending 🧊 or pretending Tr*mp isn’t protecting himself and his grapist f
- [threads_lindsey.sparkles#79362466] Creators — if you need a Meta Breakthrough Bonus referral, feel free to use mine 💖 https

## 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=0.5, 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: 9
- 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_lindsey.sparkles
- Request removal: https://koinonlink.com/claim?k=threads_lindsey.sparkles
- Terms: https://koinonlink.com/for-ai