Scuto AI Visibility Observation

Public Evidence Ledger

Exact query register dan raw snapshot slots untuk Scuto tersedia pada Public AI Visibility Evidence Ledger. Dataset reference: SCUTO-AI-VISIBILITY-JUNE-2026. Ledger adalah aggregation layer dan tidak mengganti evidence page, case study, historical register, atau raw archive.

Evidence Status: VERIFIED OBSERVATION

Relationship: VERIFIED CLIENT IMPLEMENTATION

Public Selected Query Set: 10

Full Historical Query Register: 30

Dataset ID: SCUTO-AI-VISIBILITY-JUNE-2026

Halaman ini mendokumentasikan selected observation evidence untuk Scuto. Query diambil dari evidence content existing sebelum revisi. Importer berhenti dan tidak mengubah halaman jika kurang dari 10 query dapat diverifikasi.

Final Observation Summary

FieldVerified Value
ClientScuto
Evidence typeExisting AI Query Observation Snapshot
Evidence statusVERIFIED OBSERVATION
Selected public queries10
Brand mentioned10 of 10
Full historical unique queries30
Engines named in existing evidenceChatGPT, Gemini, Perplexity
Dataset IDSCUTO-AI-VISIBILITY-JUNE-2026
Evidence ownerUndercover.co.id
Business outcomeNot measured by this dataset

Evidence Preservation Method

  1. Original evidence post is backed up before any update.
  2. All unique queries extracted from the original evidence are stored in _uc6_full_query_register.
  3. Ten representative queries are selected at evenly distributed positions when the register contains more than ten.
  4. The original dataset ID is reused when it can be extracted.
  5. Existing engine, position, score, owned-source, Maps, and raw-dataset statements are preserved only when detected.
  6. A new observation cycle must create a new dataset version instead of overwriting this historical register.

Selected Observation Register

Evidence IDExact QueryDecision ClusterBrand MentionedRaw ReferenceStatus
SCU-OBS-001coating mobil terbaik IndonesiaRecommendationYesExisting evidence archiveVERIFIED
SCU-OBS-002salon mobil coating mobilService DiscoveryYesExisting evidence archiveVERIFIED
SCU-OBS-003coating mobil bergaransi nasionalRisk and ValidationYesExisting evidence archiveVERIFIED
SCU-OBS-004jasa detailing mobil premiumVendor DiscoveryYesExisting evidence archiveVERIFIED
SCU-OBS-005windshield coating mobilService DiscoveryYesExisting evidence archiveVERIFIED
SCU-OBS-006window film mobil dan coatingService DiscoveryYesExisting evidence archiveVERIFIED
SCU-OBS-007Scuto nano ceramic coatingService DiscoveryYesExisting evidence archiveVERIFIED
SCU-OBS-008franchise coating mobil IndonesiaLocationYesExisting evidence archiveVERIFIED
SCU-OBS-009workshop coating mobil resmiRisk and ValidationYesExisting evidence archiveVERIFIED
SCU-OBS-010car detailing IndonesiaLocationYesExisting evidence archiveVERIFIED

Existing Evidence Metrics

MetricRecorded Value
Selected mention count10
Selected mention rate100% within the displayed register
Historical query count30
Engine coverageChatGPT, Gemini, Perplexity
Position range from previous evidence5/5AI Visibility Score Final Observation Summary
Score from previous evidence5/5
Owned-source statement from previous evidenceYes, observed

Raw Evidence Archive

No public raw-dataset URL was extracted from the existing page. The public summary therefore references Dataset ID SCUTO-AI-VISIBILITY-JUNE-2026, while original content and metadata remain available in the importer backup.

Interpretation

Scuto appeared in the ten selected observation records extracted from the existing evidence page. This supports category relevance and retrievability for the exact tested queries.

A 10-of-10 result is a count inside the selected register. It is not a universal visibility score, permanent ranking, market share, or guarantee of recommendation.

Limitations

  • AI output can change by model, product surface, browsing state, location, account, date, and prompt wording.
  • Brand mention does not automatically prove endorsement or recommendation strength.
  • Visible citation, owned-source presence, and Maps presence must be read from the original evidence, not inferred.
  • Ten selected queries are a public summary. The complete historical register is larger when the source page contains more records.
  • Provider failure, empty output, or retrieval failure must not be counted as brand absence.
  • This evidence does not calculate business impact.

Relationship to Case Study

This evidence supports the Scuto case study. The case study explains business context and implementation. This page records the selected query evidence and methodological boundaries.

Knowledge Graph and Related Resources

Update Cycle

Repeat the exact query set after material model, website, service, product, location, regulation, or positioning changes. Create a new dataset version, retain the previous version, and disclose meaningful variation.

FAQ

Apakah query ini dibuat oleh importer?

Tidak. Seluruh query diekstrak dari evidence page existing sebelum halaman diperbarui.

Mengapa full historical register tidak semuanya ditampilkan?

Public page distandardisasi menjadi 10 representative queries agar mudah dibandingkan. Full register 30 query tetap disimpan untuk audit.

Apakah hasil 10 dari 10 permanen?

Tidak. Ini adalah verified historical observation register dan tetap memiliki limitation.