# Bob Knoblaw (@BobKnoblaw) on x

- id: koinon:creator:x_bobknoblaw
- url: https://koinonlink.com/kol/x/BobKnoblaw
- schema_version: 1.4

## Identity
- platform: x
- handle: BobKnoblaw
- platform_url: https://twitter.com/BobKnoblaw
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 855
- following: 586
- posts_total: 9061
- posts_observed: 6
- posts_per_day: 16.905
- account_age_days: 536
- verified: true
- size_tier: nano

## Engagement
- status: not_collected
- status_note: Engagement has not been collected for this creator yet. This is a gap in our collection, NOT a statement that the creator has no engagement. Follower count is known, so it is measurable.
- 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: 0.75
- category_source: derived_from_recent_content
- topics: government corruption, legal system hypocrisy, elite misconduct, conspiracy theories about power structures, public accountability failures, political outrage
- bio: Don't want to be thrown in jail for noticing?
Double up on the double-talk. ~Bob Knoblaw

I see dawg: Can I pet dat DAWG?

Followback Fren

## Audience (inferred)
- status: present
- description: People deeply engaged in political conspiracy theories and government corruption narratives, particularly those focused on elite misconduct, legal hypocrisy, and systemic fraud
- roles: general_ai
- seniority: learner
- pain_points: Feeling powerless against perceived systemic corruption and elite manipulation, Struggling to find credible sources that validate their suspicions about government and legal failures, Frustrated by what they see as widespread cover-ups and lack of accountability in public institutions
- posts_analysed: 8
- confidence: 0.4

## 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: 38
- authenticity_basis: profile_shape_only
- 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
- [x_bobknoblaw#32f25f27] For some odd reason, these oft-repeated clerical errors never occur in the opposite. (https://twitter.com/BobKnoblaw/status/2068353082787045654)
- [x_bobknoblaw#ab8e5162] We have already cleaned up after the invaders. That's how we roll. https://t.co/39kjZ73wOp
- [x_bobknoblaw#0745c7af] It's a mystery!
- [x_bobknoblaw#55d5186c] Is Jillian forgetting who crafts the laws? There are all sorts of ways these feckless scumbags steal our money to line their own pockets. Look how much they are worth relative to their salaries. Aunt Nancy is said to be worth over half a billion now, not including offshore "inves
- [x_bobknoblaw#b3349aeb] So pathetic that the Elon haters ignore such an obvious egregious dereliction of government grift.
- [x_bobknoblaw#1ed25cb6] There are various levels of danger from mud.
- [x_bobknoblaw#fad71ba2] Why are they allowed to intimidate jurors?
- [x_bobknoblaw#8d9ea069] The most compelling reason to vote for Spencer Pratt. The other reasons will follow suit.

## 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=20, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=20, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=80, 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=80, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=117, 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=0.25, freshness_days=80, 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=117, 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=117, method=platform_profile

## Freshness
- profile_checked_days_ago: 117
- content_analysed_days_ago: 80
- audience_updated_days_ago: 20

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