Software Dev

NeoxraMap — Local Business Optimizer | Zeona Studio

NeoxraMap — Local Business Optimizer

Paste a Google Maps link to diagnose missing business info, find unmentioned review keywords, and get post and review-reply drafts

NeoxraMap — Local Business Optimizer - Paste a Google Maps link to diagnose missing business info, find unmentioned review keywords, and get post and review-reply drafts

Project overview

A Neoxra module for local businesses. Paste a Google Maps link and get a diagnosis of missing business information, review keywords customers have not mentioned yet, and ready-to-use post and review-reply drafts.

Key features

  • Designed the five-step pipeline: fetch data → diagnose → plan strategy → generate → quality check
  • Kept diagnosis and strategy rule-based and deterministic; the LLM is used only in the generation step
  • Merchant-provided fact list, so generated copy can only claim what the business has confirmed
  • Drafts that fail the quality check are discarded instead of being returned to the user
  • Google Business Profile authorization to compare visibility before and after optimization

Tech stack

Next.jsTypeScriptPythonFastAPIPostgreSQLLLM pipelineGoogle Business Profile API
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