DATED EXAMPLE

How much does country change fanout queries?

Does the country setting change the queries for the same keyword?

In this pair it did. The Germany run explicitly added Sistrix and German-market wording; the US run did not. This is a direct observation of two runs, not proof that every future run will behave the same way.

01

Fixed protocol

Provider
OpenAI API
Model
GPT-5.6 Luna
Tool
web_search · low context
Limits
8 searches · 500 output tokens
Provider storage
store: false
Version
native-fanout-tool/1.0.0
Open machine-readable protocol
02

Observed queries

Original query strings from the API response. These are not post-run search ideas.

27 Aug 2026, 15:13:23best SEO toolsUS · en · incomplete
  1. best SEO tools 2026 US market SEO software comparisons official pricing features
  2. Semrush SEO toolkit official features pricing
  3. Ahrefs SEO tools official features pricing
  4. Google Search Console official SEO tools

Source domains on the search action

  • ahrefs.com
  • semrush.com
  • help.ahrefs.com
  • support.google.com
  • semrush.ebundletools.com
  • static.semrush.com
  • images.g2crowd.com
  • searchenginejournal.s3.us-west-1.amazonaws.com
  • reddit.com
  • youtube.com
  • seo.com
Input
12,905 Tokens
Output
500 Tokens
Estimate
$0.0132
27 Aug 2026, 15:13:32best SEO toolsDE · en · incomplete
  1. best SEO tools 2026 comparison Semrush Ahrefs Sistrix Screaming Frog Google Search Console Germany DE market
  2. official Semrush SEO toolkit features pricing 2026
  3. official Ahrefs SEO tools features pricing 2026
  4. SISTRIX official SEO tool features Germany pricing

Source domains on the search action

  • sistrix.de
  • semrush.com
  • sistrix.com
  • help.ahrefs.com
  • ahrefs.com
  • gemprogrammers.com
  • static.semrush.com
  • images.g2crowd.com
  • reddit.com
  • searchenginejournal.s3.us-west-1.amazonaws.com
  • youtube.com
Input
12,797 Tokens
Output
500 Tokens
Estimate
$0.0132
03

What this supports

  • Both runs exposed four queries.
  • Only the Germany run named Sistrix in the query set.
  • The source-domain sets also differed, including sistrix.de and sistrix.com for Germany.
04

What it does not prove

  • Only one run per country.
  • Country was prompt context, not verified user geolocation.

This example is not an independent model benchmark. It documents individual API observations under a published protocol and does not reproduce the ChatGPT or Gemini consumer interface.