Pet Care · London · data-driven ranking

Pet Care opportunities in London

Ranked commercial opportunity by MSOA neighbourhood, built from Census 2021 demand, mapped competitor supply, DfT road traffic, NaPTAN public transport stops and OpenStreetMap POIs. 1002 neighbourhoods scored; top ranked area: Newham 034 (Newham).

Estimated activity proxy. People flow is modelled from traffic, transit and employment; it is not measured footfall. Competitor counts come from OpenStreetMap, which is community-maintained and may under-count. Confidence reflects both.

#	Area	Opportunity	Demand	Market gap	People flow (proxy)	Accessibility	Confidence
1	Newham 034 Newham	83	98	63	92	98	69
2	Lambeth 004 Lambeth	79	97	62	82	79	69
3	Lambeth 032 Lambeth	76	97	62	73	69	69
4	Croydon 020 Croydon	76	91	56	76	92	69
5	Waltham Forest 017 Waltham Forest	75	95	60	79	69	67
6	Croydon 022 Croydon	75	93	58	70	88	69
7	City of London 001 City of London	74	82	47	89	100	69
8	Redbridge 007 Redbridge	74	90	55	82	71	69
9	Kingston upon Thames 009 Kingston upon Thames	73	90	55	77	76	69
10	Newham 042 Newham	72	96	61	63	57	69
11	Redbridge 006 Redbridge	72	91	56	65	83	67
12	Tower Hamlets 001 Tower Hamlets	72	90	55	77	66	69
13	Islington 011 Islington	72	98	63	62	49	69
14	Southwark 002 Southwark	72	86	51	70	95	69
15	Barking and Dagenham 019 Barking and Dagenham	72	88	53	73	75	69
16	Harrow 023 Harrow	71	91	56	70	62	69
17	Greenwich 035 Greenwich	71	97	62	60	46	69
18	Bromley 005 Bromley	71	90	55	69	66	67
19	Havering 017 Havering	70	92	57	55	72	69
20	Bromley 008 Bromley	70	89	54	67	69	69

How this ranking is produced

Scores are deterministic 0–100 calculations: demand is a weighted percentile of population, age and employment indicators; market gap compares demand with competitor density in the right denominator; the people-flow proxy combines traffic, transport and employment; confidence discounts incomplete or dated data. Growth and affordability are omitted until their datasets are ingested. Data period: Census 2021, AADF 2025, NaPTAN 2026, OSM 2026.

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