Brands monitored
—
Avg Reasoning Chain Score
—
Platforms ready to amplify
—
Total Revenue at Risk
—
At current LLM share
Brand
Instrument
~15 min
Full Suite
Directed + Agentic Buying Journey Probe across all platforms. Complete diagnostic.
~5 min
Directed Buying Journey Probe
Four-turn scripted sequence. T3 criteria trigger. Reasoning Chain Evidence Map per platform.
~8 min
Agentic Buying Journey Probe
AI drives the conversation via acceptance phrases. Naturalistic consumer journey up to 12 turns.
~8 min
PSOS Baseline
15-prompt awareness stability assessment. Breadth, Depth, Resilience, Sentiment, Decay scoring.
Probe prompts
✦ Required
0 characters
Write as a real consumer question. Replace example brand/category with your own. This drives the anchored probe across all platforms.
✦ Required
0 characters
No brand names. Describe the consumer need. This tests spontaneous category inclusion — the most commercially critical gap.
Platforms
✓
ChatGPT
GPT-4o · 900M weekly users · Ads live 2026
✓
Gemini
Google · 750M MAU · Educational Drift Arc platform
✓
Perplexity
Sonar Pro · Runtime retrieval · 780M monthly queries
What the audit produces
Turn-by-turn Journey Map — anchored and generic probes
Reasoning Chain Score — 0 to 100 composite metric
DIT timing — exactly when displacement begins per platform
Commercial handoff moment timing and capture status
Generic consideration set status — in AI's spontaneous recommendations?
Five pre-investment questions answered per platform
Revenue at Risk with LLM share projections
Citation Architecture Brief with named interventions
White-label client report — one click from results
Runtime estimate
6 probes run sequentially across selected platforms. Typical completion: 12–18 minutes. Results save automatically.
Initialising probes...
Starting...
Evidence Portal
Radar
Atoms
Publication
Published Atoms
Crawlers
Deploy
Attribution
Re-probe
Select a brand to view evidence gaps
Select a brand to view Radar
Select a brand to view atoms
Select a brand to view publication status
Select a brand to view published atoms archive
Select a brand to view crawler instructions
Select a brand to view deployment package
Select a brand to view attribution data
Select a brand to view re-probe data