Skip to content

Demonstration research sample — not a live rating of real businesses.

legal entity · Birmingham · GB

Premier Motors Ltd

Demonstration data

One of two unrelated companies with the same trading name. Must not merge with Glasgow.

Trust Score

79

research.v0 composite. Not a published formula.

Evidence Confidence

97%

How much weight this evidence can bear.

Enough evidence to publish a score

Reputation 79Evidence depth 41%Freshness 97%

Last calculated 18 September 2026 · evidence as of 17 September 2026 · research.v0

Why this assessment

  1. shrinkagesynthetic.public_ratings: raw 4.20 from 310 reviews shrinks toward prior 3.8 (n0=30) → 4.165.
  2. combine_sourcesInverse-n weighted shrunk mean across 1 PUBLIC source(s) is 4.165 stars → 79.1/100.
  3. paid_claim_isolationDECLARED/INFERRED/DISPUTED rows can exist on the ledger but do not increase reputation, confidence, depth, or provisional assessment. Paying or claiming cannot buy a higher number.
  4. composite_placeholderresearch.v0 composite is 0.70*reputation + 0.15*confidence + 0.10*depth + 0.05*freshness. Weights are experimental placeholders.
  5. parent_non_inheritanceOnly evidence bound to this entity_id was used. Parent/brand ratings are not mixed into location reputation.

Identity

Durable identifier
tt_org_gb_premier_bir
Entity type
legal entity
Place
40 Lifford Lane, Birmingham, GB
Assessment record
research.v0 · calculated 18 September 2026 · evidence as of 17 September 2026

Evidence

Bound to this entity only. Parent rows, if listed, are network context and do not drive this location’s reputation.

ClassFactValueSourceConfidence
PUBLICidentity.name"Premier Motors Ltd"
synthetic.companies_house
Open-Government-Licence-synthetic
99%
PUBLICidentity.company_number"GB-SYN-PREMIER-BIR"
synthetic.companies_house
Open-Government-Licence-synthetic
99%
PUBLICreputation.star_rating{"mean":4.2,"count":310,"scale":[1,5]}
synthetic.public_ratings
CC-BY-synthetic-not-real
99%

Assessment history

  1. 2026-09-18 · fixture complete

    79 · confidence 97%

Machine profile: /api/v1/profiles/tt_org_gb_premier_bir · embed