How to verify LLM claims with a $3 search budget

Subtitle: A copy-paste search-then-generate pattern that catches confident hallucinations, with 10,000 verifications on the Starter Boost from SerpBase. Meta description (152 chars): Verify LLM outputs against live Google data using a 2-phase search-then-generate pattern. 1 credit per check on SerpB