# MemeTools (@MemeToolsX) on x

- id: koinon:creator:x_memetoolsx
- url: https://koinonlink.com/kol/x/MemeToolsX
- schema_version: 1.4

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

## Reach
- followers: 2789
- following: 8
- posts_total: 240
- posts_observed: 11
- posts_per_day: 0.305
- account_age_days: 786
- verified: true
- size_tier: nano

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.00072
- best_post_interactions: 2
- 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: Meme coin trading on Pump.fun, Altseason market timing, Crypto tooling for meme tokens, SOL-based token launches, Early-stage crypto opportunity capture
- bio: Harness The Power of Your Memes - Quality Tools, Friendly Prices. Chain Solutions for @pumpdotfun @bonk_fun https://t.co/m6iYDeoj42

## Audience (inferred)
- status: present
- description: Crypto meme coin traders and early adopters on Pump.fun and Bonk.fun, mainly retail investors chasing quick gains
- roles: general_ai
- seniority: practitioner
- pain_points: Struggling to identify high-potential meme coins before they pump, Missing out on early entry opportunities due to slow tool access or lack of real-time signals, Fearing being left behind during altseason surges
- posts_analysed: 8
- 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: 64
- authenticity_basis: engagement_observed
- credibility_score: 64
- 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_memetoolsx#a30ff7e9] GM Trenches (https://twitter.com/MemeToolsX/status/2073973935180222841)
- [x_memetoolsx#2d91e105] Where we dropping? Markets may be down but our bags are still up 😎 Trenching all day! https://t.co/c6QK7GPgZd
- [x_memetoolsx#231fc771] https://t.co/pHgqIO3TU2
- [x_memetoolsx#32d84d5d] #ALTSEASON INDEX 100! 🔥 Did a glitch happen or is this a SIGNAL? Q4 ALTSEASON?! https://t.co/7dOzJ3ux1J
- [x_memetoolsx#d272b03a] Don’t get caught with your pants down. 1 Clip Pumpfun, Bonk, BagFM powered by MemeTools https://t.co/9e9WiujdbL
- [x_memetoolsx#881c0cb3] Stack your SOL we have the best tools for PumpFun, Bonk, BagsFM! Major Changes are coming to Memetools… $400+ $SOL is inevitable don’t miss this opportunity!
- [x_memetoolsx#c368c81c] This is your year trenchers https://t.co/K2pbjzF2lg
- [x_memetoolsx#4376c9b9] This bullrun is your chance to make life changing money. Crypto now is like the stock market if it were 1850 billionaires will be made.

## 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=22, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=22, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=22, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=82, 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=82, 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=82, 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: 82
- audience_updated_days_ago: 22

## AI retrieval
- indexing_requests: 14
- 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_memetoolsx
- Request removal: https://koinonlink.com/claim?k=x_memetoolsx
- Terms: https://koinonlink.com/for-ai