---
title: "Audit Loop Card Template"
url: https://stacklist.com/card/ddc293b3-7ffe-4a99-9758-2b4c5925dc9b
stack: https://stacklist.com/stack/cf7657c1-0c75-409d-858f-26cf4f64eac1
summary: "The Audit Loop Card Template is a monthly visibility report framework for tracking brand presence in AI search engines and crawl logs. It includes three audit steps (crawled logs, served answers, cited sources) with diagnostic fixes for content gaps."
tags: "seo, audit, visibility, ai-search, content-strategy, monitoring"
key_entities: "ChatGPT (technology), Gemini (technology), Perplexity (technology), Claude (technology), Visibility Audit (concept), AI Answers (concept)"
classification: "framework"
content_hash: "sha256:93551ff8b0b6816b9ce26af09832833e73a06f1120ed3bdafb10879cc78a3021"
acp_version: "0.2"
token_counts_approximate: 328
visibility: public
agent_accessible: true
status: "final"
---

# Audit Loop Card Template

A I V I S I B I L I T Y A U D I T 
M ont hl y V i s ibili ty R e port 
MONT H S I T E / B R A N D PR E P A R ED B Y 
01 C r a w led L o g AI b ot hi ts b y URL . 
URL B OT / US E R - AGE NT HI TS DA T E R A N GE 
M O N T H LY V I S I B I L I T Y R E P O R T 

02 S e rv ed Y our b r a n d a pp e a r i n g i n AI a nsw e rs . 
PROMPT S E T — B U I L D F ROM 
( a ) T op S E O ke ywor d s r e wr i tt e n a s qu e st i ons 
· ( b ) T e n most c ommon clie nt qu e st i ons 
RUN EACH I N 
C h a t G PT · G e m i n i · P e rp le x i ty · C l a u de — a 
f r e s h c onv e rs a t i on p e r prompt . 
PROMPT E N GI N E DA T E 
B R A N D S
M E NT I ON ED SOUR CE S L I NK ED 
03 C i t ed Sa m e prompts — l o g t he URL s e a ch e n gi n e a c tu a ll y ci t e s . 
PROMPT E N GI N E URLS CI T ED — YOURS URLS CI T ED — C OMP E T I TORS 
M O N T H LY V I S I B I L I T Y R E P O R T 

G a p → fi x di a g nost ic 
SYMPTOM 
C r a w led , b ut not ci t ed 
FI X 
T he p a ge l a ck s a n e xtr a c t a ble a nsw e r . 
A dd a di r ec t , quot a ble r e spons e t he
e n gi n e c a n lif t . 
SYMPTOM 
M e nt i on ed , b ut not li n ked 
FI X 
P roo f li v e s w he r e m a chi n e s c a n ' t ci t e i t . 
P u bli s h i t on a c r a w l a ble p a ge wort h
li n ki n g . 
M O N T H LY V I S I B I L I T Y R E P O R T