# Roxanne Blackhall | Romance Author (@roxanneblackhall) on threads

- id: koinon:creator:threads_roxanneblackhall
- url: https://koinonlink.com/kol/threads/roxanneblackhall
- schema_version: 1.4

## Identity
- platform: threads
- handle: roxanneblackhall
- platform_url: https://www.threads.net/@roxanneblackhall
- website: https://roxanneblackhall.com/links-and-newsletter/
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2387
- posts_observed: 1
- verified: false
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01089
- best_post_interactions: 26
- 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: comedy
- category_confidence: 0.7
- category_source: derived_from_recent_content
- topics: Romance writing craft, Spicy/queer romance tropes, Indie music events, AI writing detection
- bio: 🌶️ Bold heat & wicked wit
🔥 Hot banter, messy love
💋 Strong, sassy women & men who can keep up
💕 Guaranteed HEA
🏳️‍🌈 Sex+ & equity-driven

## Audience (inferred)
- status: present
- description: Romance readers seeking spicy, queer-positive stories with strong banter and HEA, plus a few aspiring writers and music fans
- roles: none
- seniority: consumer
- pain_points: Struggling to find authentic heat and witty dialogue in romance books, Navigating AI-generated writing that feels formulaic
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 38
- authenticity_basis: engagement_observed
- credibility_score: 38
- 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_roxanneblackhall#7c513f37] Yes. Yes it is. (This may be why I love writing the first kiss scene so very much!) (https://www.threads.com/@roxanneblackhall/post/DabwSocDgpe)
- [threads_roxanneblackhall#0bce95bf] Can’t wait for this weekend!! Chicago area Thriends who love good music & indie artists who are all around awesome people—check out Phillip-Michael Scales.
- [threads_roxanneblackhall#68dfdb70] All of this! AI & AI detectors were trained on existing writing. This is why AI uses things like em-dashes, triplet framing, not just x but y, etc. Because every single “AI tell” is an actual tool used by authors. “But AI uses it badly.” Ahem. As an editor, I’m here to tell you: 
- [threads_roxanneblackhall#ac1fb66d] Things you could put on an altar to summon me: ~ coffee ~ salted caramel ~ that un-put-downable book ~ music (safe bets inc: old school R&B, Soul, The

## 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=60, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=60, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=60, 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=109, 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=109, 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=109, method=platform_profile

## Freshness
- profile_checked_days_ago: 109
- content_analysed_days_ago: 78
- audience_updated_days_ago: 60

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