# ABC News (@ABC) on x

- id: koinon:creator:x_abc
- url: https://koinonlink.com/kol/x/ABC
- schema_version: 1.4

## Identity
- platform: x
- handle: ABC
- platform_url: https://twitter.com/ABC
- website: https://ABCNews.com
- entity_type: creator
- person_id: koinon:person:tiktok_abcnews

## Reach
- followers: 18406288
- following: 403
- posts_total: 508581
- posts_observed: 6
- posts_per_day: 79.342
- account_age_days: 6410
- verified: true
- size_tier: kol

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0
- best_post_interactions: 46
- 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: entertainment
- subcategory: news_media
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: 犯罪与枪击事件, 美国政治与制裁, 公共卫生与疫情, 法律与法院案件
- bio: The only official ABC News account. Download our mobile app for the latest updates: https://t.co/BHFi2mi2To

## Audience (inferred)
- status: present
- description: general public interested in mainstream U.S. news
- roles: consumer
- seniority: consumer
- pain_points: concerned about public safety and crime incidents, keeping up with political and policy changes, staying informed about health and food safety risks
- posts_analysed: 15
- confidence: 0.6

## 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: 56
- authenticity_basis: engagement_observed
- credibility_score: 91
- 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_abc#425bb8c4] Police said Friday there's no known motive in the deadly mass shooting at an In-N-Out Burger in Twin Falls, Idaho, as they released chilling video footage from the chaotic shooting scene. https://t.co/OowiYk3QXG https://t.co/2KNaAIunEv (https://twitter.com/ABC)
- [x_abc#fe71ad80] A Florida middle schooler faces multiple charges after authorities say he had homemade firearms and explosive devices in his bedroom and conspired with a friend to commit a robbery. https://t.co/kucZTLFk2l
- [x_abc#25079543] The Senate on Friday approved a long-awaited Russia and Iran sanctions bill named after the late Sen. Lindsey Graham. The package would impose primary and secondary sanctions on Russia and other countries that support Russia in its invasion of Ukraine. https://t.co/I9SxI6vqc8 htt
- [x_abc#2a06bc8f] Authorities were notified Thursday of more than 50 decaying bodies that were found improperly stored at a funeral home in Chicago, according to county officials. https://t.co/VRHZtp9AyC https://t.co/4lk2OjFVVV
- [x_abc#f6605c4a] Colin Gray, the father of a teenager who committed a mass shooting at his Georgia high school, is requesting a new trial, days after he was sent to prison. https://t.co/xHyvvwfzGz
- [x_abc#5500eb95] Amanda Knox is defending herself against accusations from Meredith Kercher’s sister that her comedy show at the Edinburgh Fringe festival in Scotland trivializes violence against women. https://t.co/axyJjsHrlp
- [x_abc#d162ccbd] A lightning strike scared the daylights out of a woman and her cat as they watched a storm from the porch of their Maryland home. https://t.co/Mzejn82JMy https://t.co/rL0UxEpyMc
- [x_abc#e21f23a0] One of the Pentagon's top generals overseeing military operations in Europe has been removed from command, the Army confirmed Friday. https://t.co/1Rnfd8BJP8

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

- audience.description: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.6, freshness_days=76, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=76, 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=76, 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=76, 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: 76
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 14
- 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_abc
- Request removal: https://koinonlink.com/claim?k=x_abc
- Terms: https://koinonlink.com/for-ai