Field notes
The AIScoring Blog
How to be found and bought by AI agents. Practical, no fake numbers, versioned like a standard — the way we'd want it explained to us.
- Agentic ScoreAEO··5 min read
What Is an Agentic Score?
The 0–100 metric for whether AI agents can find, recommend, and buy from your SaaS.
Read → - ChatGPTAEO··4 min read
Why ChatGPT Doesn't Recommend Your SaaS
It's rarely product quality. It's that the model can't describe you with confidence.
Read → - AEOSEO··4 min read
AEO vs SEO: What Changes When Agents Are the Customer
SEO wins a ranking. AEO wins the single answer. Different game, higher stakes.
Read → - llms.txttechnical AEO··4 min read
llms.txt Explained: The New robots.txt for AI
A plain-text map for AI models. Cheap to add, hard to be hurt by.
Read → - agentic commerceACPMCP··4 min read
Agentic Commerce Is Coming: What ACP and MCP Mean for Revenue
The plumbing for machines that buy on people's behalf — and why to prepare early.
Read → - comparisoncompetitors··4 min read
AI Visibility Tools Compared: Profound vs Peec vs Otterly vs AIScoring
A neutral look at the field — including where we don't win yet.
Read → - positioningexecution··4 min read
The Execution Gap: Why Most AI-Visibility Tools Leave You Stuck
Diagnosis is easy. Fixing is where the value — and the price — actually lives.
Read → - transactabilityagentic commerce··4 min read
Can an AI Agent Actually Buy From You? The Transactability Checklist
Being recommended is half the battle. Being buyable is the other half.
Read → - AI searchplaybook··4 min read
How to Appear in AI Search: A Playbook for SaaS
Eight practical steps to become the tool AI models can describe with confidence.
Read → - dogfoodingtransparency··4 min read
We Scored Our Own Website First
Dogfooding in public. If we can't score ourselves, why trust us to score you?
Read →