# Stocks & Options Trading (@hyperstocks) on threads

- id: koinon:creator:threads_hyperstocks
- url: https://koinonlink.com/kol/threads/hyperstocks
- schema_version: 1.4

## Identity
- platform: threads
- handle: hyperstocks
- platform_url: https://www.threads.net/@hyperstocks
- website: https://linktr.ee/Hyperstocks
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 25056
- posts_observed: 1
- verified: true
- size_tier: koc

## Engagement
- status: peak_post_only
- peak_post_engagement_rate: 0.0002
- best_post_interactions: 5
- measurement_source: threads_post_likes
- measurement_formula: likes on one post (Threads exposes no reply or repost count on this path)
- 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: investing
- category_confidence: 0.95
- category_source: derived_from_recent_content
- topics: Daily stock market cap changes and recovery signals, AI/tech stock performance and revenue growth vs price action, Specific ticker analysis and earnings momentum, Historical battlefield/market cycle metaphors applied to mod
- bio: Our mission is to provide traders & investors top quality information, education, and projections for stocks and options.

## Audience (inferred)
- status: present
- description: Retail traders and individual investors actively following stock market movements, options, and specific equity picks
- roles: consumer
- seniority: consumer
- pain_points: Missing quick market rebounds or sector rotations like the recent AI trade bounce, Stocks declining despite strong revenue growth (e.g., AVAV -43% YTD), Difficulty interpreting shifting market narratives from historical analogies to current tech/AI plays, Tracking multiple volatile names (TSM, AMD, DELL, LUNR) without clear directional signals
- posts_analysed: 8
- confidence: 0.4

## Commercial (inferred)
- audience_buyer_fit: 0.4
- promotion_intent: 0.5
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 42
- authenticity_basis: engagement_observed
- credibility_score: 77
- 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
- [threads_hyperstocks#9340c20e] Gone a couple days too soon? (https://www.threads.com/@hyperstocks/post/DaBRn3IDpgR)
- [threads_hyperstocks#29e0cb96] More than $1,000,000,000,000 was added to the stock market today. Are we back?
- [threads_hyperstocks#558d2b80] First slide inspired by The Odyssey- from castles and swords to AI flying drones, what’s next?
- [threads_hyperstocks#d34d8f68] The battlefield has changed: • Sword era - let’s literally fight bro • Castle era - let’s build giant walls • Cannon era - let’s destroy the giant walls • Tank era - let’s put this cannon on wheels • Fighter era - let’s fly this cannon… We’ve now entered the drones era. There are
- [threads_hyperstocks#7d1bdf3c] $AVAV (drone company) revenue growth: Q1 2025: +140% Q2 2025: +150% Q3 2025: +143% Q4 2025: +133% Stock YTD: -43% 🔴
- [threads_hyperstocks#117c85ef] It's looking like the AI trade is catching a bid again: $TSM +8% 🟢 $AMD +15% 🟢 $INTC +14% 🟢
- [threads_hyperstocks#0a772a5c] Someone tell $LUNR that space is the other direction
- [threads_hyperstocks#f9286c27] Can $DELL pull off a three-peat? It has now more than doubled since their first ear

## 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=78, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.4, freshness_days=78, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=78, 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=78, 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=78, 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: 78
- audience_updated_days_ago: 78

## 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=threads_hyperstocks
- Request removal: https://koinonlink.com/claim?k=threads_hyperstocks
- Terms: https://koinonlink.com/for-ai