# Andrew Seb (@AndrewSeb555) on x

- id: koinon:creator:x_andrewseb555
- url: https://koinonlink.com/kol/x/AndrewSeb555
- schema_version: 1.4

## Identity
- platform: x
- handle: AndrewSeb555
- platform_url: https://twitter.com/AndrewSeb555
- website: https://t.me/ICMBullrun
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 3602
- following: 1668
- posts_total: 10978
- posts_observed: 28
- posts_per_day: 5.79
- account_age_days: 1896
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00194
- best_post_interactions: 7
- 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: finance
- subcategory: crypto
- category_confidence: 0.9
- category_source: derived_from_recent_content
- topics: Launchpad evaluation and performance analysis, On-chain project authenticity and red flags, Crypto platform behavior and ecosystem health, Token economics in bear markets, AI data privacy in Web3 contexts, Centralized vs. decentralized platform dynamics
- bio: Head of Research @icmdotrun

Crypto Class of 2021 | (3,3) enjoyer | On-Chain Sleuth | $ICM $SOL $BASE $ETH $BNB $AVAX

https://t.co/vxYY8MIXjo

## Audience (inferred)
- status: present
- description: Crypto investors and on-chain analysts focused on launchpad performance, token economics, and platform integrity in early-stage Web3 projects
- roles: data
- seniority: practitioner
- pain_points: Struggling to identify legitimate launchpads amid a flood of low-quality or scam projects, Finding it hard to trust platforms that lack transparent tokenomics or community-driven validation, Frustrated by centralized players (like Coinbase, Robinhood) disrupting organic on-chain ecosystems, Concerned about data privacy when using cloud-based AI tools in crypto workflows
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.3
- promotion_intent: 0.1
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 65
- authenticity_basis: engagement_observed
- credibility_score: 65
- 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_andrewseb555#9ccca7ff] .@RobinhoodCrypto, the launchpad chain. There are more launchpads than tokens above 1M. I'm sure there are around 20-30 more not on this list. There is not enough capital to go around. We need a game show where we eliminate five launchpads each week to keep the eco manageable. Wh (https://twitter.com/AndrewSeb555/status/1991227567920316703)
- [x_andrewseb555#aaf09da8] Dev rugged, and after a community crashout, announced a relaunch.
- [x_andrewseb555#703a38f9] Conclusion: FLOP. I've seen ICM launchpads on Solana in a low volume, bear market do better than this. Founders are always encouraged to try new things but when you call yourself "bigger than X" before the release of the product, such a result was expected. Being AVAX's pet proje
- [x_andrewseb555#cdad44f3] The problem is that if someone has incentive to use your data, they will. That's exactly the same reason a business shouldn't be using a cloud AI model. People talk about morals but it's not about morals from the provider's side. A desperate provider has no morals when it comes t
- [x_andrewseb555#5380712e] Yesterday, there was a platform launched on @arc mainnet which was very predatory. I'm not sure who launched this and shared it around but it basically converts your real market-verified $USDC into an IOU currency touted as a stablecoin, at a 10% fee whose whole value depends on 
- [x_andrewseb555#5fc76314] Exactly 100% of the people trading this know that this is hacked. https://t.co/qMiTlrESXc
- [x_andrewseb555#8f0420df] People are waiting for 20th launchpad on @RobinhoodCrypto. The whole appeal of @TheArena was @avax Foundation buying into Arena memes. I wonder if AVAX would buy Robinhood memes or even like sharing their distribution with Robinhood. I'm curiously observing how this goes. Till no
- [x_andrewseb555#3e6b4b47] Whenever @coinbase tries to do something on their chain, it often feels like them interrupting the organic tech activity on their chain. The problem with promoting new memes in this market is that it gets pumped and dumped. It also takes volume and attention away from existing pr

## 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=76, 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=76, 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=76, 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: 76
- audience_updated_days_ago: 20

## AI retrieval
- indexing_requests: 8
- 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_andrewseb555
- Request removal: https://koinonlink.com/claim?k=x_andrewseb555
- Terms: https://koinonlink.com/for-ai