# MarthaQuinnNeedlepoints (@marthaquinnneedlepoints) on tiktok

- id: koinon:creator:tiktok_marthaquinnneedlepoints
- url: https://koinonlink.com/kol/tiktok/marthaquinnneedlepoints
- schema_version: 1.3

## Identity
- platform: tiktok
- handle: marthaquinnneedlepoints
- platform_url: https://www.tiktok.com/@marthaquinnneedlepoints
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3107
- following: 546
- posts_observed: 1
- verified: false
- 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: software
- subcategory: ai_tools
- category_confidence: 0.95
- category_source: derived_from_discovery_path
- topics: needlepoint tutorials for beginners, needlepoint WIP (work-in-progress) updates, needlepoint thread and material tips, pop culture-themed needlepoint designs, needlepoint shop behind-the-scenes, emotional storytelling through crafting
- bio: Just a Southern girl in Cincinnati, turning anxiety into heirlooms.
W.I.P 1: Penny Linn Roller Rabbit

## Audience (inferred)
- status: present
- description: Handmade needlepoint crafters and hobbyists, mainly women in their 20s–40s from the US who enjoy slow, therapeutic crafts and are inspired by pop culture and Southern aesthetics
- roles: consumer
- seniority: consumer
- pain_points: Struggling with thread management and skein cutting techniques, Frustrated by tedious finishing steps like background stitching, Overwhelmed by choosing the right canvas or thread for beginners, Lack of community support for niche needlepoint projects
- posts_analysed: 40
- confidence: 0.75

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

## Quality signals
- authenticity_score: 34
- authenticity_basis: profile_shape_only
- credibility_score: 34
- 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
- [tiktok_marthaquinnneedlepoints#50444e34] Needlepoint birthday crown #needlepoint #needlepointtiktok #needlepointbirthdaycrown #needlepointcrown @Lycette Needlepoint #CapCut (https://www.tiktok.com/@marthaquinnneedlepoints)
- [tiktok_marthaquinnneedlepoints#27fbce71] original sound - donna.xl
- [tiktok_marthaquinnneedlepoints#365f3b9e] Slipping Through My Fingers - From 'Mamma Mia!' Original Motion Picture Soundtrack
- [tiktok_marthaquinnneedlepoints#499f162a] It is a becoming a big trend on TikTok now! Click here: needlepoint
- [tiktok_marthaquinnneedlepoints#9310eed5] Check out MarthaQuinnNeedlepoints’s video! #TikTok >
- [tiktok_marthaquinnneedlepoints#1571eef2] Glow in the dark needlepoint voodoo doll. #needlepointtiktok #ndlpt #glowinthedark #needlepointvoodoodoll #needlepointcanvas
- [tiktok_marthaquinnneedlepoints#ee373fbf] LOOK AT THIS
- [tiktok_marthaquinnneedlepoints#7a541b41] Needlepoint Stocking Finishing #needlepoint #needlepointtiktok #needlepointstocking #ndlpt #ndlptnation

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=0, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=0, 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=0, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=32, 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=0, 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=32, 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=32, method=platform_profile

## Freshness
- profile_checked_days_ago: 32
- content_analysed_days_ago: 0
- audience_updated_days_ago: 0

## AI retrieval
- indexing_requests: 1
- 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=tiktok_marthaquinnneedlepoints
- Request removal: https://koinonlink.com/claim?k=tiktok_marthaquinnneedlepoints
- Terms: https://koinonlink.com/for-ai