---
title: "Audit Loop Card Template"
url: https://stacklist.com/card/d6132d07-9599-472c-8825-4c3526cf159e
stack: https://stacklist.com/stack/cf7657c1-0c75-409d-858f-26cf4f64eac1
summary: "Audit Loop Card Template is a quick-reference checklist for monitoring AI bot activity and content presence across search engines and AI platforms. The process involves analyzing server logs, running prompts across multiple AI models, and tracking monthly trends to identify gaps and improvements."
tags: "audit, checklist, ai-monitoring, seo, content-analysis, bot-detection, monthly-tracking"
key_entities: "ChatGPT (technology), Gemini (technology), Perplexity (technology), Claude (technology), AI bot hits (concept), user-agent analysis (concept), content presence scoring (concept)"
classification: "checklist"
content_hash: "sha256:7255f911d2e0a3a96b0ec649d778420d10b595b83e940aa0ecd17da4a689c20e"
acp_version: "0.2"
token_counts_approximate: 134
visibility: public
agent_accessible: true
status: "final"
---

# Audit Loop Card Template

R U N I T I N O R D E R 
Q u ick - R efe r e n ce C heckli st 
  C on fi rm a cce ss to s e rv e r or CD N l o g s . 
  P u ll 30 d a ys o f l o g s , c ount AI b ot hi ts b y us e r - a ge nt . 
  N ot e t he most - c r a w led URL s . 
  B u ild your prompt s e t . 
  R un a c ross C h a t G PT , G e m i n i , P e rp le x i ty , C l a u de — l o g 
m e nt i ons + ci t a t i ons . 
  S c or e pr e s e n ce p e r l a y e r . 
  Ma t ch e a ch g a p to i ts fi x . 
  R e - run mont hl y , j u dge t he tr e n d s .