# Christian Keil (@pronounced_kyle) on x

- id: koinon:creator:x_pronounced_kyle
- url: https://koinonlink.com/kol/x/pronounced_kyle
- schema_version: 1.4

## Identity
- platform: x
- handle: pronounced_kyle
- platform_url: https://twitter.com/pronounced_kyle
- website: https://moreperfect.tech
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 47189
- following: 1652
- posts_total: 23952
- posts_observed: 2
- posts_per_day: 4.042
- account_age_days: 5926
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.01693
- best_post_interactions: 799
- 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: 0.8
- category_source: derived_from_recent_content
- topics: space/satellites, a16z & tech investing, dad life & paternity, big tech news & gossip, X/Twitter observations
- bio: investor @a16z ◦ fmr. satellite builder @astranis ◦ dad

## Audience (inferred)
- status: present
- description: Tech enthusiasts and casual followers of a16z investors, interested in space/satellites and personal dad-life posts
- roles: none
- seniority: consumer
- posts_analysed: 19
- confidence: 0.6

## Commercial (inferred)
- audience_buyer_fit: 0.2
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 95
- authenticity_basis: engagement_observed
- credibility_score: 95
- 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_pronounced_kyle#50bd3c50] Apparently my badge is still active https://t.co/Z3asNPRPhY (https://twitter.com/pronounced_kyle/status/2069057250522722361)
- [x_pronounced_kyle#ec5071d9] It's heavily emphasized in Dad Orientation https://t.co/X6CGfNmMbm
- [x_pronounced_kyle#77462bb2] Alphabet stock CRASHES to prices not seen since FIVE DAYS AGO https://t.co/di8ZtsRjxT
- [x_pronounced_kyle#9622625f] They're calling it the greatest "farewell" email of all time. Jeff is truly the GOAT: ▸ MapReduce ▸ TensorFlow ▸ TPU program ▸ BigTable ▸ Spanner ▸ DistBelief ▸ Pathways ▸ word2vec ▸ Google Brain ▸ Google Research ▸ Gemma ▸ Gemini, Search, Ads, Content Ads, News, Translate
- [x_pronounced_kyle#87bd5fa0] American Dynamism knows how to host a film premiere https://t.co/z6fqg2Ozh4
- [x_pronounced_kyle#fbf4765c] Starlink is already the world's most valuable telecom operator. It's bigger than AT&T, Verizon, China Mobile, and T-Mobile combined... with only ~0.5% of the industry's global revenue. Such an incredible business. https://t.co/o14ZB2ZXTF
- [x_pronounced_kyle#ec328858] First day at work after paternity leave. Found this in my backpack https://t.co/HjgBtpBmDY
- [x_pronounced_kyle#7e5f4447] Can't wait until @compliantvc gets back to work tomorrow morning (10am CEST, nice and early) to see this one

## 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=119, 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=119, 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=119, method=platform_profile

## Freshness
- profile_checked_days_ago: 119
- content_analysed_days_ago: 76
- audience_updated_days_ago: 76

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