# GMB (@GMB_XBT) on x

- id: koinon:creator:x_gmb_xbt
- url: https://koinonlink.com/kol/x/GMB_XBT
- schema_version: 1.4

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

## Reach
- followers: 7261
- following: 1998
- posts_total: 35062
- posts_observed: 2
- posts_per_day: 7.505
- account_age_days: 4672
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00014
- best_post_interactions: 1
- 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: 0.95
- category_source: derived_from_recent_content
- topics: play-to-earn game Cambria and its TGE, crypto giveaways and referral codes, NFTs and Pudgy Penguins, token launches and launchpad competition
- bio: Web3 DegenMaxxer | @AbstractChain GIGA CHAD

## Audience (inferred)
- status: present
- description: Web3 crypto degens and NFT enthusiasts chasing play-to-earn games, token launches, and quick profits
- roles: consumer
- seniority: consumer
- pain_points: missing out on early alpha and giveaways in new crypto projects, high variance and RNG in play-to-earn earnings, deciding how much personal capital to risk on volatile tokens and NFTs
- posts_analysed: 7
- 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: 56
- authenticity_basis: engagement_observed
- credibility_score: 71
- flagged_for_review: false
- koinon_bd_grade: B — 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_gmb_xbt#cf223152] Giving away $100 to the person who has the most points and uses my ref code in @playcambria Cambria TGE coming very soon and this is the last chance to get exposure to the airdrop. Earn points by fishing and dungeons. ref: https://t.co/hyAjbPaCOc https://t.co/U6GZ49XKQh (https://twitter.com/GMB_XBT/status/2072234085452276053)
- [x_gmb_xbt#2c47a36e] MAX DOPAMINE. WTFFFFFFF @playcambria i'm up $10k total btw 💀 https://t.co/1RJJeg9Xyr
- [x_gmb_xbt#efe8af8c] Cambria. (only put in $1k of my own money in) https://t.co/GlCiHZO4zE
- [x_gmb_xbt#4303b79a] At this point, I think @playcambria rigged it for me 😭 https://t.co/Om2j5gShlP
- [x_gmb_xbt#fe05595e] Last three sapphires I've gotten have totaled $7,362 I've put in at most $2k back into the game. Just fish in @playcambria and chill. *this is rng and somehow keep getting lucky* https://t.co/qJ8OA1oRZb
- [x_gmb_xbt#6e2c43e4] This just made me even more bullish on @pudgypenguins and NFTs 2021 was really a special time. https://t.co/aHRDrWmzT4
- [x_gmb_xbt#b6173280] After the launchpad wars are over, $PONS will remain #1 l

## 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=77, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=77, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=77, 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=110, 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=110, 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=110, method=platform_profile

## Freshness
- profile_checked_days_ago: 110
- content_analysed_days_ago: 77
- audience_updated_days_ago: 77

## AI retrieval
- indexing_requests: 11
- 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_gmb_xbt
- Request removal: https://koinonlink.com/claim?k=x_gmb_xbt
- Terms: https://koinonlink.com/for-ai