# Mercedes-Benz (@mercedesbenz) on tiktok

- id: koinon:creator:tiktok_mercedesbenz
- url: https://koinonlink.com/kol/tiktok/mercedesbenz
- schema_version: 1.4

## Identity
- platform: tiktok
- handle: mercedesbenz
- platform_url: https://www.tiktok.com/@mercedesbenz
- website: http://mb4.me/provider_privacy
- entity_type: creator
- person_id: Cross-platform identity not resolved for this creator.

## Reach
- followers: 4221913
- following: 5
- posts_total: 1149
- posts_observed: 2
- verified: false
- size_tier: kol

## Engagement
- status: average_measured
- engagement_rate: 0.10023
- engagement_rate_basis: average_interactions_per_view
- posts_in_average: 10
- avg_interactions_per_post: 105123
- best_post_interactions: 375707
- 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: ecommerce
- category_confidence: 0.7
- category_source: derived_from_discovery_path
- topics: New Mercedes-Benz model reveals (GLA, C-Class, GLE, AMG), Electric vehicle launches and specs, Interior design and feature highlights, Performance and styling details
- bio: Celebrating 140 years of being iconic.

## Audience (inferred)
- status: present
- description: Luxury car enthusiasts and potential buyers interested in premium Mercedes-Benz models, including electric and AMG variants
- roles: consumer
- seniority: consumer
- pain_points: Deciding between multiple high-end model configurations and trims, Evaluating electric vs traditional luxury options for performance and range, Keeping up with frequent new model releases and design updates, Assessing real-world features like interior space and lighting in premium vehicles
- posts_analysed: 40
- confidence: 0.75

## Commercial (inferred)
- audience_buyer_fit: 0.1
- promotion_intent: 0.2
- 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: 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
- [tiktok_mercedesbenz#78cff0a1] It's not just another basic reveal #MercedesBenz #GLA  Optional equipment depending on the individual configuration. (https://www.tiktok.com/@mercedesbenz)
- [tiktok_mercedesbenz#94911483] original sound - mercedesbenz
- [tiktok_mercedesbenz#08204b67] Peer Gynt (Grieg)
- [tiktok_mercedesbenz#c2708381] It is a becoming a big trend on TikTok now! Click here: mercedesbenz
- [tiktok_mercedesbenz#12528901] Check out Mercedes-Benz’s video! #TikTok >
- [tiktok_mercedesbenz#6b7e645e] Search:
- [tiktok_mercedesbenz#3617e08b] 2027 gle 63s
- [tiktok_mercedesbenz#079e8448] Fully electric and unmistakably C‑Class.  #MercedesBenz #CClass  [Mercedes‑Benz C 400 4MATIC elektrisch | Energieverbrauch kombiniert: 18,5‑14,1 kWh/100 km | CO₂-Emissionen kombiniert: 0 g/km | CO₂-Klasse: A][1]  [1] Die angegebenen Werte wurden nach dem vorgeschriebenen Messverf

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

- audience.description: source_type=ai_inferred, confidence=0.75, freshness_days=69, method=llm_persona_from_recent_content
- audience.roles: source_type=ai_inferred, confidence=0.75, freshness_days=69, method=llm_persona_from_recent_content
- audience.seniority: source_type=ai_inferred, confidence=0.75, freshness_days=69, method=llm_persona_from_recent_content
- commercial.audience_buyer_fit: source_type=ai_inferred, confidence=0.6, freshness_days=69, 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=69, method=llm_scorer
- quality.anomaly_flags: source_type=heuristic, confidence=0.5, freshness_days=99, 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=69, 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=99, 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=99, method=platform_profile

## Freshness
- profile_checked_days_ago: 99
- content_analysed_days_ago: 69
- audience_updated_days_ago: 69

## AI retrieval
- indexing_requests: 12
- 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_mercedesbenz
- Request removal: https://koinonlink.com/claim?k=tiktok_mercedesbenz
- Terms: https://koinonlink.com/for-ai