# Aaron Roberts (@AaronCTI) on x

- id: koinon:creator:x_aaroncti
- url: https://koinonlink.com/kol/x/AaronCTI
- schema_version: 1.4

## Identity
- platform: x
- handle: AaronCTI
- platform_url: https://twitter.com/AaronCTI
- website: https://linktr.ee/aaroncti
- country: United Kingdom
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 2142
- following: 1187
- posts_total: 1818
- posts_observed: 33
- posts_per_day: 0.495
- account_age_days: 3676
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0098
- best_post_interactions: 21
- 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: security
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: OSINT Portal tool updates, Threat intelligence and CTI monitoring, Passive reconnaissance tools, Automation for OSINT workflows, Breach and email discovery resources
- bio: Co-Founder @webamon_search, Founder @PIntelligenceUK, Training @kasescenarios, #MontyTheCyberCorgi. Webinars/Exec @OSINT_Community, Creator of the OSINT Portal

## Audience (inferred)
- status: present
- description: OSINT practitioners, threat intelligence analysts and cybersecurity professionals using open-source tools for recon and CTI
- roles: data
- seniority: practitioner
- pain_points: Keeping up with hundreds of new OSINT tools and updates, Finding reliable passive recon and breach monitoring solutions, Automating pivots across Telegram, usernames, IP reputation and threat feeds, Scaling threat intelligence collection at internet scale
- posts_analysed: 4
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.9
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 62
- authenticity_basis: engagement_observed
- credibility_score: 62
- 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_aaroncti#1ab7ee7c] If you’re not following @webamon_search, you’re missing emerging threat intelligence at internet scale. Our new Campaigns feature helps #ThreatIntel teams & threat hunters track thousands of malicious domains & connect them into one coherent story. Track campaigns, not ti (https://twitter.com/AaronCTI)
- [x_aaroncti#a9220e56] Think I speak for almost all within your so called "FIFA Family", when I say, you can fuck the fuck off you horrid little rats. 😊
- [x_aaroncti#85d9d689] OSINT Portal update: 20 new tools now live. Total tools now 569! Passive recon, breach/CTI monitoring, local workspaces, email discovery, automation, and public records. Featured: AH-OSINT, argus, CloudSpy, OpenTrace, Shodan ReconSX, Tarrafa Scraper Over 1100 total resources!
- [x_aaroncti#af134c35] 28 tools added to the OSINT Portal this week, covering passive recon, Telegram and username pivots, forensic evidence capture, IP reputation, threat feeds and AI-assisted analysis. Standouts: passiv

## 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=76, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=76, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=76, 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=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=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=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: 80
- audience_updated_days_ago: 76

## AI retrieval
- indexing_requests: 9
- 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_aaroncti
- Request removal: https://koinonlink.com/claim?k=x_aaroncti
- Terms: https://koinonlink.com/for-ai