Conversion lift on a single Black Friday weekend 2021. 15.69% UK-only. £6,911 across 98 orders. 6× the 2.58% industry average. 11% sustained through December.
Annual revenue lift from a 2.24-second LCP reduction. Per-visitor value $1.28 → $29.03. 30× revenue multiplier on the same traffic.
Revenue lift from a single hero-headline rewrite. Specificity beat cleverness. The replacement headline simply stated what the company sold and to whom.
Why the documented performance differential between self-serve AI (4–7% lift) and operator-guided AI (28–34% lift) is 5×. Build Grow Scale’s 347-store research.
Every winner called at 99% statistical significance, stricter than the 95% industry standard. Halves the false-positive rate over the lifetime of a test programme.
Quantitative, behavioural, qualitative, and operator-pattern-recognition evidence layered together. Hypothesis quality is the input variable that creates 28–34% lift.
GA4, session recordings, heatmaps, funnel drop-off mapping, competitive audit. We rank the three highest-leverage opportunities with predicted revenue impact.
A 13-year-experienced human sets hypotheses based on pattern-recognition the AI training data does not carry. Hypothesis quality drives the 28–34% lift.
AI handles variant generation, traffic allocation, statistical analysis. 30+ A/B experiments per quarter across VWO, Convert, AB Tasty, or Optimizely.
Every winner called at 99% statistical significance, stricter than the 95% industry standard. Each loser logged with a hypothesis-failure-mode tag.
Winners implemented as permanent changes. Each test creates three more hypotheses. By month 3, compounding lift becomes visible in revenue reporting.
A diagnostic engagement that audits your funnel and ranks the three highest-leverage opportunities by predicted revenue impact.
Book your SprintThe default tier for stores doing £100K+/month. 30+ A/B experiments per quarter at 99% statistical significance.
Book your free AI auditEverything in Growth plus AI personalisation by visitor segment and autonomous testing agents. 90-day performance guarantee.
Book your free AI auditA conversion rate optimisation agency runs structured A/B tests on web pages to lift the percentage of visitors who complete a goal. Expert-guided agencies like GoGoChimp deliver 28–34% lifts via OperatorAI methodology on Build Grow Scale’s 347-store research. Generic AI tools deliver 4–7%.
GoGoChimp’s productised tiers: Sprint £2,500 one-off (2-week diagnostic), Growth £2,500/month (30+ A/B tests per quarter, 3-month minimum), Scale £5,000/month (with 90-day performance guarantee).
30–90 days for measurable lift. Super Area Rugs +216% in 37 days from one headline. Helix Binders tripled monthly revenue in 11 days. Enzymedica 3.4 to 16.9% during the 30-day engagement.
Traditional CRO uses manual hypothesis generation and sequential A/B testing. AI CRO uses ML for variant generation, traffic allocation, statistical analysis at scale. Expert-guided AI returns 28–34% lift, autonomous tools 4–7% (Build Grow Scale, 347 stores).
GoGoChimp uses VWO, Convert, AB Tasty, and Optimizely depending on client stack. Heatmapping via Hotjar, Microsoft Clarity, CrazyEgg. Analytics via GA4, Plausible, Amplitude. Platform is a commodity; operator setting hypotheses is the differentiator.
GoGoChimp is endorsed by Neil Patel (CrazyEgg) and Noah Kagan (AppSumo). Named Shopify wins: Enzymedica 3.4 to 16.9% Black Friday conversion; BeeFRIENDLY Skincare $48K to $1.45M revenue after a 2.24s LCP cut. Featured in Shopify Enterprise Blog (5 languages). Dedicated Shopify work at /shopify-cro-agency.
Glasgow, Scotland. Map Pack ranked for “CRO agency Glasgow.” Operating across UK, Europe, and US clients since 2013. Founder Chris McCarron has 13 years of CRO operator experience. Last updated: [Updated Date].
A 60-second AI scan shows which page-speed issues are leaking conversions on your homepage, and the £/month each one is costing your revenue.
✓ Built on Build Grow Scale's 347-store CRO research
✓ Avg 28-34% lift (expert-led AI CRO benchmark)
✓ Free, no signup