Replacing an LLM With a Lookup
A developer building a B2B outbound sales pipeline for freight forwarders replaced an LLM-with-web-search step for finding company websites and phone numbers with a deterministic Google Places API loo…
A developer building a B2B outbound sales pipeline for freight forwarders replaced an LLM-with-web-search step for finding company websites and phone numbers with a deterministic Google Places API loo…
A developer built an open-source grounded local-search workflow that combines Gemini for intent parsing, Google Places API (New) for structured local data, and Google Search grounding for softer evide…
A developer built outreach-os, an open-source B2B outreach automation pipeline on N8N that finds leads via Google Places API, scores them, generates AI cold emails, and tracks replies — all self-hoste…
Jack Maguire used Google Places API scripts to find NYC pizza spots with 4.7+ stars and 30-200 reviews, filtering out overhyped and under-reviewed places. The resulting list includes 7 Manhattan pizze…