Fan out · Civic AI Audit

1 · Variable slots

For each slot, fan across a value set or fix a single value.

city jurisdiction

Fan across value set

Or fix a value

2 · Phrasing variants

None selected = the question as written.

concise just-the-answer neutral

3 · Targets

ChatGPT

web — Plus paid · browser web — free account free · browser web — anonymous free · browser API — GPT-5 + web search paid · api API — GPT-5 paid · api API (gpt-5) paid · api

Claude

web — Pro paid · browser web — free account free · browser API — Opus 4.8 + web search paid · api API — Opus 4.8 + thinking paid · api API — Opus 4.8 paid · api API (claude-opus-4-8) paid · api

Gemini

web — AI Pro paid · browser web — free account free · browser API — 3.1 Pro Preview + search paid · api API — 3.1 Pro Preview paid · api API (gemini-2.5-pro) paid · api

Google Search

— AI Overview free · browser

Grok

web — SuperGrok paid · browser web — free account free · browser API — Grok 4 paid · api

Perplexity

API — Sonar (search-native) paid · api

Fan across a population

1 · Variable slots

2 · Phrasing variants

3 · Targets