Independent restaurant ratings analysis

Phoenix Coffee

238 Marsh Lane Bootle, Liverpool, L20 5BW

Café · Cakes

Just Eat gives Phoenix Coffee in Liverpool a rating of 5 out of 5, from 5 of its 8 ratings (63%); Just Eat says its rating uses the previous 12 months. Of those counted, 100% are in the 4–5 star buckets and 0% in the 1–2 star buckets. Its Eat Score, yeet.food's independent measure, is 50.7 out of 100. It ranks 32nd of 56 rated takeaways in L20 and 452nd of 1,235 in Liverpool (L).

50.7Eat Score
5/5Just Eat rating
100%In 4–5 star buckets
5Ratings counted
8Total ratings

Rating gap: 49.3 points

Just Eat 5/5 × 20 = 100. Our Eat Score is 50.7/100. The absolute difference is 49.3.

Absolute difference between Just Eat’s rating × 20 and our Eat Score. Higher means a larger gap between two different methods, not worse food. Fewer than 15 counted ratings: excluded from disagreement rankings. About Rating gap.

Ratings snapshot: . These are historical ratings, not a live assessment.

Quality & delivery

RatingsGoodNeutralPoor
Quality
5 ratings
100%0%0%
Delivery
5 ratings
100%0%0%

Good means 4–5 stars for quality, or “Amazing” delivery. Component labels inferred from Just Eat’s data. Small sample: fewer than 20 ratings.

What these numbers mean

The counted sample is the sum of Just Eat’s five rating buckets. Its published explanation describes a median score from the previous 12 months. The broader total includes ratings outside this sample; these aggregates do not tell us why each rating was excluded. Buckets group half-star ratings, so the 4–5 bucket percentage is not an exact count of individual four- and five-star reviews.

0% fall in the 1–2 star buckets. Our “Often terrible” label means more than 15% fall in those buckets, with at least 20 counted ratings.

Its Eat Score is 50.7 out of 100. The Eat Score is our own measure, and higher is better: it is the Bayesian-adjusted share of counted ratings in the 4–5 star buckets, minus the full adjusted share in the 1–2 star buckets. It is not Just Eat’s rating.

How the Eat Score works · Just Eat’s ratings explanation