# AutomationLinks (@automationlinks) on x

- id: koinon:creator:x_automationlinks
- url: https://koinonlink.com/kol/x/automationlinks
- schema_version: 1.4

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

## Reach
- followers: 1625
- following: 996
- posts_total: 7173
- posts_observed: 4
- posts_per_day: 1.485
- account_age_days: 4829
- 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: software
- subcategory: martech
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Lead pipeline movement and stage management, Ad campaign tracking and CRM integration, Website and system automation for lead generation
- bio: We automate your website, CRM, and build systems to generate 3x more leads for over 3,000+ businesses worldwide.

## Audience (inferred)
- status: present
- description: Sales and marketing practitioners at SMBs running ad campaigns and managing lead pipelines, seeking automation for CRM and tracking
- roles: automation
- seniority: practitioner
- pain_points: Leads stagnating in pipeline stages and losing track of opportunities, Ad campaigns ending at the click with no tracking, CRM connection or follow-up, Weak landing pages failing to convert traffic into managed leads
- posts_analysed: 2
- confidence: 0.4

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

## Quality signals
- authenticity_score: 54
- authenticity_basis: profile_shape_only
- credibility_score: 54
- 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_automationlinks#553304a2] Your pipeline should move leads forward. It should not be a place where opportunities sit forever. When every lead stays in the same stage, your team loses track of who needs attention and what should happen next. 1. Create clear pipeline stages. 2. Assign every lead to an owner. (https://twitter.com/automationlinks/status/2069783801182470496)
- [x_automationlinks#992946c5] An ad campaign should not stop at the click. The click is just the beginning. If your ads send people to a weak page with no tracking, no CRM connection, and no follow-up, the campaign has no real path to revenue. 3 simple fixes: 1. Match every ad to a focused landing page. 2. Tr

## 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=81, 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=81, 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=0.25, freshness_days=81, 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: 81
- 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_automationlinks
- Request removal: https://koinonlink.com/claim?k=x_automationlinks
- Terms: https://koinonlink.com/for-ai