What Personalization does
Create audiences, slots, experiments, and headless runtime rules while keeping privacy controls, explainability, launch state, and sample data visible.
SophMate is built for WordPress and WooCommerce teams that want useful AI help without turning the site into an invisible automation box. The module keeps the work close to wp-admin, where products, orders, pages, policies, users, and operational history can be reviewed by the people responsible for the site.
What teams see in wp-admin
Personalization shows launch state, sample data, compatibility, graph health, setup queue, audiences, slots, experiments, and runtime settings. Teams can see whether the personalization layer is ready before exposing variants to visitors.
Best-fit jobs
- Build a returning-visitor hero slot.
- Compare control and treatment copy before promoting a winner.
- Keep sensitive pages out of personalization runtime unless explicitly allowed.
Product capabilities
- Audience builder
- Slot and graph design
- Starter experiments
- Privacy and explainability controls
- Runtime and headless settings
Operating notes
Start with a low-risk example, check the visible output, and promote the pattern only after the team can explain the inputs, review point, owner, and rollback path.
When to use a different path
Do not personalize sensitive pages or sensitive visitor traits unless the privacy model explicitly allows it. Keep fallback content complete so the page works without personalization.
How it stays governed
The important pattern is draft, review, approve, then execute. Read-only questions can stay conversational. Work that affects products, coupons, content, customers, workflows, images, or settings should move through a reviewed plan, workflow run, or publishing step. That is why Personalization belongs beside approval-based action plans, audit and diagnostics controls, and the broader SophMate tutorial library.
What to measure after rollout
Watch fallback health, consent coverage, experiment sample size, treatment performance, explainability notes, and pages excluded for privacy reasons.
Where to go next
Compare this module against the rest of the SophMate feature library, map it to a team scenario in use cases, or start with a practical guide from SophMate tutorials.
