How to Build a Where Is Calculator

// Harvest 'where is' queries with intent detection
  async function getWhereIsQueries(seed) {
  const prefixes = [
    `where is ${seed}`,
    `where is ${seed} located`,
    `where is the ${seed}`,
    `where is ${seed} made`,
    `where is ${seed} from`,
    `where is the nearest ${seed}`
  ];

  const results = [];
  for (const prefix of prefixes) {
    const suggestions = await fetchAutocompleteSuggestions(prefix);
    results.push(...suggestions.map(s => ({
      query: s,
      intent: classifyWhereIntent(s),
      localSEO: isLocalIntent(s),
      seed
    })));
  }

  return deduplicateByQuery(results);
  }

  function classifyWhereIntent(query) {
  const q = query.toLowerCase();
  if (q.includes('nearest') || q.includes('near me') || q.includes('close to')) return 'local-navigation';
  if (q.includes('located') || q.includes('country') || q.includes('map')) return 'geographic';
  if (q.includes('setting') || q.includes('menu') || q.includes('button') || q.includes('option')) return 'digital-navigation';
  if (q.includes('made') || q.includes('from') || q.includes('manufactured')) return 'origin';
  if (q.includes('buy') || q.includes('stock') || q.includes('available') || q.includes('sold')) return 'availability';
  if (q.includes('filmed') || q.includes('shot') || q.includes('set')) return 'media-location';
  return 'general';
  }

  function isLocalIntent(query) {
  const localSignals = ['near me', 'nearest', 'close to', 'in my area', 'nearby', 'around'];
  return localSignals.some(signal => query.toLowerCase().includes(signal));
  }