# Gibson Johns (@gibsonoma) on threads

- id: koinon:creator:threads_gibsonoma
- url: https://koinonlink.com/kol/threads/gibsonoma
- schema_version: 1.4

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

## Reach
- followers: 52846
- posts_observed: 1
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.09872
- best_post_interactions: 5217
- 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: 0.9
- category_source: derived_from_recent_content
- topics: Real Housewives episodes and anniversaries, Bravo TV events and premieres, Celebrity gossip and public discourse, Podcast deep dives on reality shows
- bio: Host of the podcast “Gabbing With Gib” 🎙️
Work with me: [contact removed]

## Audience (inferred)
- status: present
- description: Reality TV and Bravo fans, mainly Real Housewives viewers who follow celebrity gossip and podcast discussions
- roles: consumer
- seniority: consumer
- pain_points: Missing timely episode recaps and insider commentary on shows like Real Housewives, Navigating online discourse around celebrity controversies without clear takes, Finding community events or parties tied to long-running Bravo franchises
- posts_analysed: 7
- confidence: 0.4

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

## Quality signals
- authenticity_score: 96
- authenticity_basis: engagement_observed
- credibility_score: 96
- 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_gibsonoma#f22e891b] NEW POD: "In The City" end-of-season deep dive with @bravo_breakdowns! Listen here: https://podcasts.apple.com/us/podcast/in-the-city-end-of-season-deep-dive-with-lauren/id1711793555?i=1000779857071 (https://www.threads.com/@gibsonoma/post/DZYsAaEjMxf)
- [threads_gibsonoma#8b99521c] Andy Cohen judging Craig Melvin’s “Real Housewives” taglines on the “Today” show lmao
- [threads_gibsonoma#15c8eb3c] The discourse around Ariana Grande and the Perez Hilton situation both demonstrate that everyone doesn't need a "take" on every celebrity story.
- [threads_gibsonoma#d22b00fc] 🍑 Now what else is goin’ on? 🍑 Dream night celebrating 20 years of “Real Housewives” with @bravotv at the “Ultimate Girls Trip: Roaring 20th” premiere party in a room full of so many Bravo legends from in front of and behind the camera. A fabulous circle of people that I feel v
- [threads_gibsonoma#e5af4b05] Studying up before @theshardsfx premieres on @fxnetworks / @hulu tomorrow night 📚 #FXPartner
- [threads_gibsonoma#3609abf5] I have so many thoughts

## 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=79, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=79, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=79, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=120, 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=79, 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=120, 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=120, method=platform_profile

## Freshness
- profile_checked_days_ago: 120
- content_analysed_days_ago: 79
- audience_updated_days_ago: 79

## AI retrieval
- indexing_requests: 10
- 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_gibsonoma
- Request removal: https://koinonlink.com/claim?k=threads_gibsonoma
- Terms: https://koinonlink.com/for-ai