Product Vision

Visibility is the floor. The product is winning the agent's decision.

Strajist measures how AI sees your brand today — and is building toward the layer that matters most in agentic commerce: predicting which brand AI agents will pick at decision time, and prescribing exactly what your brand must change to win.

The new optimization stack

From being seen → being understood → being chosen.

SEO collapsed three jobs into one word. Agentic commerce splits them back apart. Strajist is the platform for all three.

Layer 01

Visibility

Do AI models mention you?

Layer 02

Perception

How do they describe you?

Layer 03

Agent Decision

Will the agent pick you?

Why visibility isn't enough

You can be everywhere AI looks — and still lose every deal.

A brand can rank in 8 of 8 AI models, be mentioned hundreds of times a week, and still never get recommended at the moment a buyer or an agent decides. Visibility is necessary. It is not what wins.

01
Visibility — present
"You're mentioned in 7/8 models this week."
02
Perception — gap
"3 models still call you 'expensive and slow'."
03
Decision — loss
"When the shopping agent had to pick one, it picked your competitor — every time."
What we're building

The Agent Purchase Simulator

Pick a buyer persona × prompt × agent. Strajist simulates the decision, shows which brand wins, explains why, and prescribes exactly what your brand must change to win next time.

agent-simulator · beta
Inputs
Persona: VP Marketing, mid-market SaaS
Prompt: "Best AI brand monitoring tool"
Agent: ChatGPT shopping agent
Simulated decision
Competitor A — 62%
Picked: stronger third-party citations
Your brand — 23%
Lost: outdated pricing perception
To win next run
  • → Update /pricing schema with current tiers
  • → Publish 2 third-party comparison citations
  • → Rewrite "speed" claim on homepage
  • → Re-run in 7 days · projected win rate 58%

Wireframe shown for illustration. First public beta: Q4 2026. Design partners onboarding now.

Roadmap

Visibility → Perception → Decision.

Three layers, one platform. We ship the floor today, the trust layer next, and the decision layer into agentic commerce.

LIVEBase — Live today

AI Visibility

  • →Visibility Score across 8 AI models
  • →Share of voice & rankings
  • →Competitive tracking
  • →Source & citation analysis
NEXT2026 — Near-term

AI Perception & Brand Accuracy

  • →Brand description analysis
  • →Perception drift alerts
  • →Accuracy gap repair workflow
  • →Per-model & per-geo diffs
VISION2026-27 — Where we're going

AI Agent Decision Intelligence

  • →Agent Purchase Simulator (beta)
  • →Decision-driver attribution
  • →Prescriptive win playbooks
  • →Agent Action API