# Shift Robotics (@shiftrobotics) on tiktok

- id: koinon:creator:tiktok_shiftrobotics
- url: https://koinonlink.com/kol/tiktok/shiftrobotics
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: shiftrobotics
- platform_url: https://www.tiktok.com/@shiftrobotics
- website: https://www.shiftrobotics.io
- country: United States
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 579408
- following: 10
- posts_total: 415
- posts_observed: 1
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.10089
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 10
- avg_interactions_per_post: 988271
- best_post_interactions: 5890908
- measurement_source: tiktok_posts_mean
- measurement_formula: digg + comment + share, mean over observed posts, divided by the mean play count of those same posts — on TikTok the algorithmic feed decides reach, so followers are not the denominator that describes what share of an audience engaged
- comparable_pool: view_based_interactions
- status_note: engagement_rate is a MEAN over the posts we observed (posts_in_average says how many).
- 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: devtools
- category_confidence: 0.75
- category_source: derived_from_recent_content
- topics: Moonwalkers robotic shoes, Walking speed up to 7mph, Daily commuting upgrades, User demos and first steps, Futuristic mobility tech
- bio: World's fastest shoes that enable you to walk at the speed of a run. ⚡️

## Audience (inferred)
- status: present
- description: Tech-curious consumers and urban commuters interested in futuristic mobility gadgets
- roles: consumer
- seniority: consumer
- pain_points: Slow walking speeds limiting daily commute time, Desire for effortless speed without running or skating, Seeking novel tech that stands out in everyday life, Navigating city terrain efficiently and stylishly
- posts_analysed: 100
- confidence: 0.9

## Commercial (inferred)
- audience_buyer_fit: 0.8
- promotion_intent: 0.8
- open_to_collaboration: false
- contact: Koinon does not publish creator contact details.

## Quality signals
- authenticity_score: 66
- authenticity_basis: engagement_observed
- credibility_score: 66
- 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
- [tiktok_shiftrobotics#61857db5] You'll be walking with Moonwalkers in no time. 👟 #ShiftRobotics #Moonwalkers #MicroMobility #RoboticShoes #TechTok (https://www.tiktok.com/@shiftrobotics)
- [tiktok_shiftrobotics#9a372d23] original sound - shiftrobotics
- [tiktok_shiftrobotics#75994d17] Intergalactic Janet
- [tiktok_shiftrobotics#4eaa80d5] It is a becoming a big trend on TikTok now! Click here: shiftrobotics
- [tiktok_shiftrobotics#f91217ec] Check out Shift Robotics’s video! #TikTok >
- [tiktok_shiftrobotics#6b7e645e] Search:
- [tiktok_shiftrobotics#cd905bb4] moonwalker shoes price south africa
- [tiktok_shiftrobotics#d8a809fa] Walker faster together 🚶🚶‍♀️ #innovation #Moonwalkers #Technology #fashion #industry40

## Provenance
Every inferred field below carries how it was produced. Facts stay facts; inferences stay inferences.

- audience.description: source_type=ai_inferred, confidence=0.9, freshness_days=59, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.9, freshness_days=59, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.9, freshness_days=59, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=59, 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=59, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=92, 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=59, 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=92, 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=92, method=platform_profile

## Freshness
- profile_checked_days_ago: 92
- content_analysed_days_ago: 59
- audience_updated_days_ago: 59

## AI retrieval
- indexing_requests: 10
- 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=tiktok_shiftrobotics
- Request removal: https://koinonlink.com/claim?k=tiktok_shiftrobotics
- Terms: https://koinonlink.com/for-ai