Evidence
KPI citation on the proposal.
Bounce, conversion, and Clarity friction attach to the PR so reviewers decide with data — not taste debates.
Workbench / AI PRs
AI pull requests your team can actually review
Layout, style, and SEO proposals arrive as pull requests with KPI evidence and a clear diff — approve, ship as A/B, or roll back in one click.
Trusted by teams renewing the web
VercelWorkbench / Modules / AI PRs
Open PRs
12
Awaiting review
Shipped A/B
07
This week
Avg. review
18m
Time to decision
| PR / Page | KPI signal | Status | |
|---|---|---|---|
| Pricing hero clarity | Bounce −12% target | Design | Needs review |
| Signup CTA contrast | Conv. +6% target | Growth | In A/B |
| Docs nav depth | Time-to-answer | Product | Approved |
| Homepage SEO title | CTR +4% target | SEO | Draft |
| Form field reduce | Completion +9% | Growth | Rollback ready |
5 recordsSample data
Built for real website teams
Powering ai prs
Layout, style, and SEO proposals arrive as pull requests with KPI evidence and a clear diff — approve, ship as A/B, or roll back in one click.
Join the waitlistCommon use cases
From KPI signal to shipped improvement
Evidence
Diffs that stay on-brand.
Component-level changes respect your design system tokens, voice, and allowed patterns.
Evidence
One artifact for every role.
Designers, marketers, and IT review the same PR — no parallel decks or Slack archaeology.
Review
Role-based approvals.
Route sensitive pages to compliance while letting growth ship low-risk variants faster.
Review
Side-by-side comparison.
See current vs proposed layout, copy, and SEO in one review surface.
Review
Audit trail built in.
Who approved what, and why, stays attached to the change forever.
Ship
Promote as experiments.
Ship approved variants as A/B tests across properties without leaving Workbench.
Ship
One-click rollback.
If KPIs move the wrong way, revert instantly with the same audit trail.
Ship
Portfolio-aware.
Reuse a winning pattern across sites while respecting each brand’s guardrails.
Renewal context
Analytics, proposals, and audit — connected
Workbench keeps KPI evidence, AI PRs, and approval history attached to every page and section, so every renewal decision starts with what your sites already know.
Why Workbench
AI PRs on one operating foundation
Reviewable by default
Nothing ships as a black-box rewrite — every change is a PR.
KPI-backed
WHY from GA and Clarity sits next to WHAT in the diff.
Brand-safe diffs
Proposals stay inside your design system and component library.
How we work
From connect to shipped experiments
01
Connect
Link GA, Clarity, and a property. Workbench maps pages, sections, and the KPIs that matter.
02
Review
Your team tests real AI PRs with WHY and WHAT, confirms brand guardrails, and sets approval roles.
03
Ship
Promote approved variants as A/B tests, observe lift, and expand across the portfolio.
Operational outcomes
The numbers behind the work
12
Open PRs
07
Shipped A/B
18m
Avg. review
Frequently asked questions
Running ai prs on Workbench
How does AI PRs fit our renewal workflow?+
Layout, style, and SEO proposals arrive as pull requests with KPI evidence and a clear diff — approve, ship as A/B, or roll back in one click.
Can we connect analytics and keep brand control?+
Yes. Workbench connects GA, Clarity, and proprietary trackers, and keeps AI changes inside your design system and approval rules.
How does the team stay in control?+
Roles, approvals, owners, and a complete audit trail stay visible. AI drafts proposals while people retain sign-off.
How quickly can we start?+
Connect one property, review KPI-backed AI PRs, validate with your reviewers, and expand from that working foundation.
