# Lian Lim | Dashboard & AI Automation Expert (@dashboardlim) on x

- id: koinon:creator:x_dashboardlim
- url: https://koinonlink.com/kol/x/dashboardlim
- schema_version: 1.4

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

## Reach
- followers: 29858
- following: 289
- posts_total: 9151
- posts_observed: 2
- posts_per_day: 3.758
- account_age_days: 2435
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00141
- best_post_interactions: 42
- 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: martech
- category_confidence: 0.85
- category_source: derived_from_recent_content
- topics: Competitor ad intelligence, Paid media strategy, Marketing data sourcing, Free tools for ad research, Ad creative optimization, Real-time competitive analysis
- bio: Building 8-9 figure AI Operating Systems

## Audience (inferred)
- status: present
- description: Marketing professionals and digital advertisers focused on competitive intelligence and paid media strategy
- roles: ads
- seniority: practitioner
- pain_points: Struggling to uncover competitors' actual ad strategies due to lack of accessible tools, Wasting budget on ad creatives that aren't tested or validated in real market conditions, Not leveraging free, real-time data sources like Meta's Ad Library and Google's Transparency Center, Unable to reverse-engineer successful ad angles and offers from competitors' live campaigns
- posts_analysed: 9
- 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: 91
- authenticity_basis: engagement_observed
- credibility_score: 91
- 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_dashboardlim#ba8199b9] Meta and Google built the biggest competitor intel vault in marketing history (https://twitter.com/dashboardlim)
- [x_dashboardlim#948a4a7c] they made it free
- [x_dashboardlim#40fe7618] nobody is using it
- [x_dashboardlim#6c3492f5] Your competitor’s visible paid ad strategy is sitting in plain sight
- [x_dashboardlim#506f6f94] → every Meta ad in Meta's Ad Library
- [x_dashboardlim#5ca19fa5] → every Google ad in Google's Transparency Center
- [x_dashboardlim#c15e89ea] → every creative, every offer, every angle they've tested in the last 12 months
- [x_dashboardlim#cba727ff] Free, indexed, updated daily

## 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=21, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=21, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=79, 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=79, 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=0.5, freshness_days=79, 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: 79
- audience_updated_days_ago: 21

## AI retrieval
- indexing_requests: 12
- 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_dashboardlim
- Request removal: https://koinonlink.com/claim?k=x_dashboardlim
- Terms: https://koinonlink.com/for-ai