Flag location-data gaps before building a map

Review supplied location records for missing fields, possible duplicates and manual verification needs; text checks do not validate coordinates.

Execution environment and usage

AI / software

Gemini web: supplied-text-only editorial exercise

Where to operate

Eligible Gemini web text chat

Getting started

  1. Open an ordinary text chat at gemini.google.com with an eligible account. Prepare shareable or fictional plain text using the prompt parameters; transcribe it yourself and mark ambiguities. Do not upload source files or connect accounts.
  2. Paste the text and prompt; request only a draft, comparison or plan, not tool execution.
  3. Check every output against supplied sources, references and unknowns. A human decides next steps; no automatic publishing, payment or deployment.

Setup and plan requirements

Checked 2026-10-29: official Gemini web lists Hong Kong, Macau, Taiwan, Traditional/Simplified Chinese and English; account and age eligibility apply. Limited use is available without a paid AI plan and varies by account and workload. Taiwan’s public subscription page lists Free at NT$0/month; no paid plan is required for this exercise. HK/Macau paid prices and local taxes, offers and final quotes are unverified. Output quality in all three languages is untested. Web eligibility does not establish App/API eligibility; neither is needed here. Original-tool regional features, devices and paid eligibility are unconfirmed; do not bypass restrictions.

Prompt portability limits

Original, untested text-only exercise by this site; it does not reproduce source devices, agents or integrations.

Usage limitations

Original, untested text-only exercise by this site; it does not reproduce source devices, agents or integrations. Checked 2026-10-29: official Gemini web lists Hong Kong, Macau, Taiwan, Traditional/Simplified Chinese and English; account and age eligibility apply. Limited use is available without a paid AI plan and varies by account and workload. Taiwan’s public subscription page lists Free at NT$0/month; no paid plan is required for this exercise. HK/Macau paid prices and local taxes, offers and final quotes are unverified. Output quality in all three languages is untested. Web eligibility does not establish App/API eligibility; neither is needed here. Original-tool regional features, devices and paid eligibility are unconfirmed; do not bypass restrictions.

Environment sources

適用情境 / When to use

The author reports building a company map with Replit Agent and describes data-integration and search problems. This adaptation is a text preflight of general location records, not private API use or investment advice.

步驟 / Steps

  1. Open an ordinary text chat at gemini.google.com with an eligible account. Prepare shareable or fictional plain text using the prompt parameters; transcribe it yourself and mark ambiguities. Do not upload source files or connect accounts.
  2. Paste the text and prompt; request only a draft, comparison or plan, not tool execution.
  3. Check every output against supplied sources, references and unknowns. A human decides next steps; no automatic publishing, payment or deployment.

提示詞 / Prompt

Review only [shareable or fictional location records: record ID, name, region, address, coordinates, coordinate format/precision, source and date]. For [map purpose, region, language and filter needs], draft a data-gap list and acceptance plan. Preserve supplied values and provenance; flag blanks, possible format issues, possible duplicates and conflicts. Matching names do not establish the same location. Do not guess missing locations or fill coordinates; valid-looking text does not prove address-coordinate agreement. List locations needing separate human checks, map/list consistency checks, filters and empty-result scenarios, explicitly all untested. Do not call APIs, investigate private addresses, build or deploy a site, or rank investments.

Use only shareable or fictional plain text supplied in this chat and flag gaps. Do not browse, upload, connect accounts or execute actions. Return a draft for human review only.

留意事項 / Cautions

  • Do not bypass private APIs or access controls.
  • A map marker is not an endorsement.

來源限制 / Evidence limits

A personal build account does not establish data completeness, coordinate accuracy or reliable search. This exercise builds no map and performs no test.

流程說明 / Workflow note

Original, untested text-only exercise by this site; it does not reproduce source devices, agents or integrations. Checked 2026-10-29: official Gemini web lists Hong Kong, Macau, Taiwan, Traditional/Simplified Chinese and English; account and age eligibility apply. Limited use is available without a paid AI plan and varies by account and workload. Taiwan’s public subscription page lists Free at NT$0/month; no paid plan is required for this exercise. HK/Macau paid prices and local taxes, offers and final quotes are unverified. Output quality in all three languages is untested. Web eligibility does not establish App/API eligibility; neither is needed here. Original-tool regional features, devices and paid eligibility are unconfirmed; do not bypass restrictions.

原始工具組合 / Original tool stack

Replit Agent; Leaflet; Wefunder locations

Source publication date: 2025-11-17

Source checked: 2026-10-29

Building an interactive map with Replit Agent: A software engineer tests vibe-coding efficiency