Available on custom request. The ecosystem is mapped at baseline level on Expert — live figures below.
The urban modules matter more than the national envelope: 68.4 % of composition variance sits within countries (COTEE, H4). Live from Expert · pipeline 17 Aug 2026.
A country report does not add up a score. It reads the ecosystem as a cultivated order: the soil (rule enforcement) conditions what the seed (actors present) and the gardener (built support) can produce — then measures the meta-organization, gender inclusion and the AEEI pillars on the same grid.
Enforcement -0.47 (rules weakly applied); built support 53 %, base endowment 32 %; 40 % of actors created by the State or donors; 2 urban modules on 68 actors. Expected creation 1.3 → 6.4 new firms per 1,000 adults if rules were enforced: the soil, not the seed, is the binding constraint.
Coverage CI 100 % (world 100 %); functional differentiation FDI 0.91 (world 0.87); service redundancy SRI 3.42 (world 2.01); VRIO coverage 0.32 (world 0.21); effectiveness EES 0.72 (world 0.72); network density 0.145. The report then applies the readings — resilience-adjusted redundancy, governance vs endowment, form vs substance, three-mechanism index — to Gambia.
AGI 33/100 (economic 57, social 23, representation 17), rank 52 / 53 in Africa and 167 / 176 globally; 1 women-focused structures out of 73 actors (13.7 ‰). Read next to the continental picture: mean 49, social dimension weakest (19/100), economic strongest (64/100).
Composite 2.26 / 7, rank 14 / 30, percentile 45 (middle tier). Strengths: formal institutions (0.67), culture (0.47), talent & knowledge (0.41). Weaknesses: finance (0.02), demand (0.05). Each pillar is sorted into Soil, Seed, Gardener or Environment and read conditionally on enforcement.
Gambia scored on the ten entrepreneurial-ecosystem elements (Stam & van de Ven, 2021), grouped into 7 pillars and re-read through the COTEE framework on Expert.
On Expert, the AEEI elements are sorted into COTEE layers — Soil (rules), Seed (contents), Gardener (apparatus) — and read conditionally: contents only pay off where rules bind.
Source: AEEI — Africa Entrepreneurial Ecosystem Index (africa.ecosystem.build), 2026. Framework: the ten elements of Stam & van de Ven (2021). Delta = points vs Africa average.
No published Gambia report yet, but its ecosystem is mapped at baseline level. Tell us what you need — full diagnostic, module deep-dive, comparative study — and we scope it together.
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