Workbench / Marketers
Connect GA and Clarity, surface weak spots, and ship A/B tests with AI-generated PRs — approve with evidence, not opinions.
18
Open issues
06
Live A/Bs
+7%
Avg. lift
Trusted by teams renewing the web
VercelThe growth loop
01 · Measure
GA and Clarity connected.
Bounce, conversion, and friction map to pages and sections.
Issues, not vanity dashboards.
Workbench surfaces underperforming heroes, forms, and CTAs with thresholds you set.
Ask in plain language.
“Which pages lost conversion last week?” returns cited answers.
02 · Propose
Copy, layout, and SEO tweaks.
Proposals cite the KPI that justified them so review is fast.
Designers still approve craft.
Growth ships with brand guardrails — not around them.
One workflow to experiment.
No separate CRO tool that drifts from the live site.
03 · Prove
Promote winners.
Confidence-aware status tells you when to make a variant the default.
Rollback losers.
Negative lift reverts instantly with a full audit trail.
Reuse across campaigns.
Winning patterns move to the next landing when brand rules allow.
Live renewal queue
Connect analytics, ship AI PRs as A/B tests, and prove lift without redesign theater.
Open issues
18
Above threshold
Live A/Bs
06
This week
Avg. lift
+7%
Winning variants
| Page / KPI | Proposal | Status | |
|---|---|---|---|
| Pricing bounce | Hero clarity PR | −9% | Winning |
| Signup conversion | CTA contrast | +6% | Running |
| Campaign form | Field reduce | +9% | Ready |
| Home CTR | Proof reorder | Flat | Watch |
| SEO title CTR | Title rewrite | +4% | In review |
Evidence-first CRO
“Ask Workbench turned a Clarity rage-click into a pricing PR we approved the same afternoon.”
Maya Chen
Head of Growth, Northline
Active experiments
Pricing bounce
−9%
Signup conversion
+6%
Campaign form
+9%
Home CTR
Flat
SEO title CTR
+4%
Why Workbench
Every experiment starts from live KPIs.
Approve once, ship as a test without re-building.
CRO stays inside the design system.
How we work
01
Link GA, Clarity, and a property. Workbench maps pages, sections, and the KPIs that matter.
02
Your team tests real AI PRs with WHY and WHAT, confirms brand guardrails, and sets approval roles.
03
Promote approved variants as A/B tests, observe lift, and expand across the portfolio.
Frequently asked questions
Connect GA and Clarity, surface weak spots, and ship A/B tests with AI-generated PRs — approve with evidence, not opinions.
Yes. Workbench connects GA, Clarity, and proprietary trackers, and keeps AI PRs inside your design tokens, components, and approval rules.
Roles, multi-stage approvals, and a full audit trail stay visible throughout renewal. AI drafts proposals; people retain sign-off.
Connect one property, review your first KPI-backed AI PRs, and expand governance and A/B shipping from that working foundation.
