Chao Brand Safety Audit
C

Risk level (AI proposal)
HIGH
RECOMMENDATION: HUMAN REVIEW
Final decision is signed by a human reviewer. AI proposes, evidence attached.
  1. Political incident, Sept 2025 — bigger than the public record suggests. Kompa's archive holds 30,942 mentions in four weeks (peak 10,941/day, ≈250× baseline): 83% concern an allegation that her younger brother disrespected Hồ Chí Minh, plus fabricated "government investigation" posts from betting-promo accounts; 15,956 mentions carried disloyalty labels ("Cali", "ba que", "phản động"). She apologised, closed comments and went silent 71 days; no official action was ever recorded and volume returned to baseline in three weeks.
  2. Disclosure below threshold — only brand-signal posts carry a partnership label (#partner / Hợp tác cùng / Paid partnership). Checklist requires ≥50%.
  3. 11 competing beauty brands in 18 months alongside 7 L'Oréal Group brands (19 posts) — exclusivity conflict and message dilution risk.
  4. Engagement fell sharply after the incident: Instagram median likes/post · TikTok median views/video. Positives: Brown master's scholarship (Jan 2026), "Golden Heart" recognition two years running, Government child-online-safety programme (May 2026).

Audience sentiment (Instagram comment sample)

Kompa Risk Score iWhat it isA weighted 0–100 score behind the checklist so every KOL gets a comparable number. Six components, documented weights, recomputed live from the flag decisions. Open Final result for the breakdown.

Final checklist result

    Open flags by category

    Strengths to weigh against the flags

    • Clean on 9 of 9 safety items: no profanity, offensive, racist, minority, weapons, violence, hazardous, deepfake or prank content in 454 posts.
    • State-aligned profile: "Golden Heart" plaque from the Ministry of Labour (2025, 2026), Government child-online-safety programme (2026), VTV appearance, TEDx speaker twice.
    • Existing L'Oréal Group relationship: 19 posts for L'Oréal Paris, Maybelline, Lancôme, Kiehl's, YSL Beauty, Garnier and CeraVe — including the 10.7M-view CeraVe NYC trip.
    • Highly educated Gen-Z persona (NYU 2025, Brown 2026, IELTS 8.0) with a stable couple/family narrative and cooking series that drives the top-viewed content.
    • Gemini (Aug 2026) rates her "very high" fit for mid-to-high-end cosmetics and describes no serious scandal.

    18-month timeline

    Posts per month (3 platforms) and risk markers

    TikTokInstagramYouTubeIncident / HIGH flagMEDIUM flag

    Engagement before / after the Sept 2025 incident

    Before (26 Feb – 3 Sep 2025)After (1 Nov 2025 – 26 Aug 2026)
    Medians. Newer posts have had less time to accumulate engagement, but a 60–75% drop far exceeds that effect.

    Final checklist result

    Every item of the client's checklist (sheet 1) scored PASS / WATCH / FAIL, with the flags behind it and whether a Kompa reviewer has signed the flag. Same order as the template, so it pastes straight into the master sheet.
    Overall result (AI proposal)

    Guardrails if the brand proceeds

      Kompa Risk Score — how the number is built i

      020406080–100

      Items that FAIL

      Items to WATCH

      Item-by-item result

      BucketItemChecklistResultEvidenceFlagsReview status

      Risk flags

      Social listening & sentiment

      Owned-channel audience reaction (Instagram comment sample read 100% by AI), earned media across news portals and forums, and AI-engine visibility. Full-web buzz volume from Kompa Social Listening is a phase-2 add-on.

      Sentiment of audience comments

      What the audience talks about

      How the KOL engages

        Comment evidence

        Earned media & AI visibility

          Sentiment over time — comments on sampled posts by month

          Click a month to read the comments behind it ↓
          PositiveNeutralNegativeSeller spam

          Earned-risk deep dive — the Sept 2025 incident, measured by Kompa Social Listening

          What the archive shows

          Mentions per day, 25 Aug – 21 Sep 2025 (Kompa SL)

          Click a bar to open that day's buzz ↓
          Named + motto query across all captured sources. 4 Sep also carries 11.2M interactions — the 6.3M-view 60giay video.

          Where the 30,942 mentions came from

          SourceMentions

          Recovery curve — mentions per week, Jul 2025 → Aug 2026, with hostile-loyalty keywords

          Click a week to open its buzz ↓
          All mentionsMentions with Cali / ba que / phản động / tẩy chay / Bác Hồ

          What actually drove the volume — measured frames

          FrameVolumeReading

          Most-liked comments in the archive

          The videos that carried it

          Top posts by interactions (captured at the time)

          DateAccountReachWhat it said

          Public scan (12 months later) vs Kompa archive

          ItemPublic scan foundKompa SL measured

          What this means for a brand signing her

            What is still publicly visible today — artefact timeline

            Trigger / hostileAmplifierPressCreator responseRumour (unverified)Afterlife

            Channel mix of what remains

            ChannelItemsReach foundRole

            Always-on monitoring spec (phase 2)

            Brand collaborations, 18 months

            BrandCategoryPostsLabelled as partnershipPlatformsFirstLatestPosts

            Posts scanned

            DatePlatformCaption / titleViewsLikesCmtsBrandsLabelLink

            Brand-safety checklist (client template, sheet 1)

            Same buckets, items and order as the client's template. Platform columns follow the template (YouTube · Instagram · TikTok); Facebook noted where relevant.
            BucketItemChecklistChao — resultYouTubeInstagramTikTok

            Method, limits and the Kompa edge

            How this audit was produced

            Window 26 Feb 2025 → 26 Aug 2026 (18 months). Kompa AI read 100% of captions, titles and descriptions of posts (TikTok · Instagram · YouTube long-form ), plus Instagram comments, news and forum coverage (Znews, Techz, Kenh14, Saostar, VOZ, Threads) and one Gemini query. Every flag links to the post or article it came from; nothing is asserted without a source. Brand and disclosure detection is automated from hashtags/mentions and must be confirmed by a human reviewer before "paid" is concluded. Audience age/gender are estimates pending native analytics from the creator. Not covered in this pilot: Facebook feed (187K, mirrors TikTok — profile-level only), Instagram Reels, 241 YouTube Shorts (TikTok reposts), TikTok per-video likes/comments (TikTok blocked video pages during the crawl).

            What only Kompa can add

            Review log (internal)

            The log lives in the reviewer's browser. Export it and send to Kompa to publish the client build.