# Google Autocomplete Keywords - Intent & Changes — workflow

## Choose this tool

Use this tool to compare how Google autocomplete expands a known topic across configured languages and countries. It is useful for content research and monitoring suggestion changes before reviewing opportunities in a separate analytics tool.

Useful output columns: `seed`, `suggestion`, `intent`, `language`, `country`, `comparisonStatus`, `changedFields`, `url`.

## Practical workflow

Start with one product or topic seed. Save the suggestion, originating query, language, country and observed rank together. Group literal intent labels for editorial review, then rerun the same scope with saved comparison enabled. Review added or changed suggestions before selecting content topics; suggestion order is not a search ranking.

## Check the fit

This observes returned autocomplete windows, not search volume, CPC, keyword difficulty or a complete query database. Intent tags are literal classifications rather than predictions about purchase likelihood. Source output can vary by time and location.

## Real output sample

One selected row from a 2026-11-03 run. Selected original scalar fields from one actual saved observation; nested data and private artifact links are omitted.

Run: 1piUg6oPJoFVmJMli. Summary status: ok. Incomplete: false.

Dated bounded release evidence for this exact input and build. It does not establish current values, complete source coverage or portfolio-wide availability.

```json
{
  "recordId": "78a5dd3e1570d940f3f9733baf9cdfb9fc0a0d5984da57d713c0ef391c3a7c0f",
  "title": "accounting software",
  "seed": "accounting software",
  "suggestion": "accounting software",
  "intent": "general",
  "language": "en",
  "country": "US",
  "comparisonStatus": "not_requested",
  "url": "https://www.google.com/search?q=accounting+software&hl=en&gl=US",
  "sourceUrl": "https://suggestqueries.google.com/complete/search?client=firefox&q=accounting+software&hl=en&gl=US",
  "observedAt": "2026-11-03T10:46:55.202Z"
}
```