# Every 📧 (@every) on x

- id: koinon:creator:x_every
- url: https://koinonlink.com/kol/x/every
- schema_version: 1.4

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

## Reach
- followers: 52391
- following: 83
- posts_total: 6610
- posts_observed: 1
- posts_per_day: 1.282
- account_age_days: 5158
- verified: false
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00233
- best_post_interactions: 122
- 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: software
- subcategory: ai_tools
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: AI Voice Mode usage and camps, Personalized Codex/AI setups for writers and teams, Hands-free agent management workflows
- bio: The only subscription you need to stay at the edge of AI. Ideas and apps: @TrySpiral @CoraComputer @SparkleApp @usemonologue

## Audience (inferred)
- status: present
- description: AI practitioners and advanced users focused on voice interfaces, agent management, and personalized AI workflows for productivity
- roles: general_ai
- seniority: practitioner
- pain_points: Voice AI workflows that force switching back to laptop after one question, AI setups built around generic job titles instead of individual work styles, Inability to manage agents hands-free during daily activities like cooking or moving around
- posts_analysed: 3
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.9
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 85
- authenticity_basis: engagement_observed
- credibility_score: 85
- flagged_for_review: false
- koinon_bd_grade: A — 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_every#970b748f] Our inaugural Voice Mode Camp is tomorrow. If your current voice workflow is mostly asking one question, getting impatient, and opening your laptop anyway… we listen and we don’t judge. The Every team will demo practical workflows for writing and agent orchestration, help you get (https://twitter.com/every/status/2072337577382691068)
- [x_every#e7ac6c6f] At Every, we’re forever tuning our Codex setups, only to find that a good one was built around a person, not a job. Two staff writers can share a title and still need different setups—one organized around interviews and source notes, the other around datasets and product tests. S
- [x_every#cb2bfa30] Voice mode lets you manage agents from across the room. That’s great news for anyone who has ever wanted to fix a bug while making dinner. @lauraentis gathered

## 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=67, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=67, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=67, 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=112, 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=112, 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=112, method=platform_profile

## Freshness
- profile_checked_days_ago: 112
- content_analysed_days_ago: 77
- audience_updated_days_ago: 67

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