> AI-CITATIONS AUDIT ENGINE

Measure your domain's position in
ChatGPT's citation graph.

Forces ChatGPT to run live web searches for your industry's top queries, extracts every domain cited, builds a co-citation graph, and computes your Harmonic Centrality — the same metric published by Marchiori & Latora (2000).

run-audit.sh
zsh
# Enter a domain to audit. Engine will auto-generate queries, force live ChatGPT search, and compute Harmonic Centrality.
# Runtime: ~30-60s · No login required · Free
$
⏎ submit⎋ cancel→ Pipeline: scan → generate → search → graph → HC → clusters
STACK
EngineNode.js + Next.js 16
APIOpenAI Responses
Toolweb_search (forced)
GraphBFS + HC
RuntimeVercel Edge
METHOD
QueriesAuto-generated · 4 clusters
SearchLive · non-cached
CitationsURL + classification
MetricHarmonic Centrality
NormnHC ∈ [0, 1]
OUTPUT
ScoreCitation rate + nHC
GraphInteractive 3D WebGL
AuthorityDominant / Established /...
ActionsPrioritized list
ExportPDF + JSON
// Pipeline
§ 01
Scan
Parse domain · extract services
§ 02
Generate
LLM builds 20+ intent queries
§ 03
Search
ChatGPT web_search · parallel × 3
§ 04
Graph
Co-citation edges · BFS
§ 05
Score
HC + clusters + actions
Engine v2.1·Methodology: Marchiori & Latora (2000)·WLDM Labs·/advanced →