# Craig Thomas (@craigtthomas) on threads

- id: koinon:creator:threads_craigtthomas
- url: https://koinonlink.com/kol/threads/craigtthomas
- schema_version: 1.4

## Identity
- platform: threads
- handle: craigtthomas
- platform_url: https://www.threads.net/@craigtthomas
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 6897
- posts_observed: 1
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.28752
- best_post_interactions: 1983
- 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: 0.75
- category_source: derived_from_recent_content
- topics: 书籍推广, 政治评论, 幽默段子, 体育吐槽
- bio: Order my debut novel HERE:
https://www.harpercollins.com/products/thats-not-how-it-happened-craig-thomas?variant=43708741517346
craigthomaswriter.com

## Audience (inferred)
- status: present
- description: general readers and book buyers interested in novels, political satire, and humor
- roles: none
- seniority: consumer
- posts_analysed: 6
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 79
- authenticity_basis: engagement_observed
- credibility_score: 79
- 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_craigtthomas#19d1139e] If you think you might want to pick up my book sooner or later (like, for the holidays), can I convince you to grab it sooner rather than later? Early sales numbers really help boost a new book's visibility and convince booksellers that the thing's, ya know, *selling*! (*The amaz (https://www.threads.com/@craigtthomas/post/DXX_kgejRpW)
- [threads_craigtthomas#1f447b2e] BREAKING: Vandals Slash Up Rug And Put It On Trump’s Head
- [threads_craigtthomas#e6883dd1] In tonight’s matchup of the Red Sox vs the White Sox, the outcome was Pink Sox.
- [threads_craigtthomas#da326131] TODAY! Listen like there's No Tomorrow! howwemadeyourmother.com
- [threads_craigtthomas#62fb73ff] In some cultures, shitting your pants at somebody’s funeral is a sign of great respect.
- [threads_craigtthomas#340acadd] Not believing in Climate Change should be disqualifying for anyone running for office in 2026 and beyond.

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=77, 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=77, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=122, 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=77, 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=122, 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=122, method=platform_profile

## Freshness
- profile_checked_days_ago: 122
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 8
- 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_craigtthomas
- Request removal: https://koinonlink.com/claim?k=threads_craigtthomas
- Terms: https://koinonlink.com/for-ai