Field notes

How AI chooses local places

The blog studies how Kenyan businesses appear in recommendation answers: best nyama choma near an estate with stale hours, salons open after work, clinics with walk-in language, gyms with clear prices, shops with delivery signals. I publish one field-note article every week, one short recommendation-signal breakdown every two weeks, and one bilingual query comparison every month, with attention to English and Swahili wording.

First recommendation gaps

When High Ratings Still Leave a Business Out

Why biashara nzuri haionekani kwa AI even with high ratings, and which missing public signals keep Kenyan businesses off AI shortlists.

First recommendation gaps

Strong Word of Mouth But No AI Visibility

Why a Kenyan salon, gym or clinic with strong word of mouth and few reviews can disappear from AI answers, and how public proof fixes it.

First recommendation gaps

Why AI Picks One Nairobi Nyama Choma Spot

Why AI picks one Nairobi nyama choma spot for nyama choma nzuri Nairobi searches, and which proof fragments make the recommendation easier.