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The platform — four agents, one model

Four agents. One model of your funnel.

Honest by construction. Specialized AI agents implemented on your site, supervised by CRO strategists and approved by you — every test pre-registered, every personalized experience measured against a holdout, every finding traced to evidence.

See a sample audit →

01 The agents

Meet the agents on your site.

Four specialists, one shared model of your funnel. Each is accountable for a different part of the loop, and a human strategist is accountable for all of them.

Agent 01 · Diagnostics

Scout — funnel diagnostics & scoring

Continuously audits your funnel: scans pages for 150+ CRO signals, verifies every pixel in a real browser (GA4, Meta, TikTok, Klaviyo), scores each funnel step 1–10, and alerts you the day tracking goes silent or starts double-counting — before a month of bad data poisons your decisions.

Continuous audits · tracking watchdog · $-ranked leaks
Agent 02 · Experimentation

Experiment — the testing program

Turns findings into A/B tests: drafts hypotheses and variants from your customers' language, deploys through your testing layer, and calls results at pre-registered thresholds with guardrails on AOV, refunds and ROAS. Suggest mode (you approve) or Autopilot within agreed guardrails.

Design → deploy → statistically honest calls
Agent 03 · Personalization

Segment — journey optimization

Segments visitors in real time — source & campaign, new vs. returning, device, cart value, on-site behavior — and personalizes the whole journey, entry to conversion: tailored offers, messaging and page variants that stay consistent across every step. Each experience runs against a holdout, so lift is proven, not assumed.

Real-time segments · holdout-measured experiences
Agent 04 · Learning

Insight — the learning library

Every result becomes a documented learning. Weekly plain-language reports, a live dashboard of CVR/AOV/RPS trends, and a roadmap that re-scores itself as evidence lands — so the program compounds instead of repeating itself.

Learning library · self-updating roadmap · weekly reports

02 Journey personalization

Personalize the whole journey — not one page at a time.

A landing page that matches the ad is table stakes. Segment carries that context through every step of the path, so each audience travels a journey built for it — no disconnected experiences, and no hand-building a variant for every page.

Segmente.g. Meta ad · "hydration" angle
Landing pageheadline mirrors the ad's promise
PDPbenefits & proof reordered for the angle
Cart & checkoutoffer reinforced · trust for first-timers
STEP 1

Define the path

Pick the audience or ad segment and map its journey — entry page → PDP → cart → checkout, up to 10 pages per flow.

STEP 2

AI discovery

The Segment agent reads visitor signals — source, campaign, device, behavior — and adapts copy, imagery, offers and merchandising on each page to match.

STEP 3

Review & refine

Approve every page's variants in one review before anything ships. Fine-tune what the agent proposed; nothing customer-facing moves without your sign-off.

STEP 4

Activate & measure

The journey triggers when visitors follow the path. Every personalized flow runs against a holdout, with real-time funnel analytics and drop-off per step.

10
pages per personalized journey
1 holdout
behind every experience — lift is measured, never assumed
Live
funnel & drop-off analytics per journey step

03 Under the hood

The engine behind the work.

BamLoops isn't an AI wrapper around a generic checklist. The platform runs on an audit and experimentation engine we built and operate ourselves. Here is exactly what happens the moment a store connects.

Scan any store from its URL150+ CRO signals: offer & CTAs, platform, pixel stack, trust & payments, performance — desktop and mobile.
Verify tracking in a real browserHeadless Chrome records which pixels actually fire — GA4, Meta, TikTok, Klaviyo — catching silent, failing and double-counting tags, plus JS errors on the conversion path.
Score the funnel, step by stepLanding → PDP → cart → checkout, each scored 1–10 on role-specific checks, with breaks between steps detected automatically.
Generate the audit deckFindings assemble themselves into a designed, boardroom-ready presentation — the audit. Human strategists spend their time on judgment, not formatting.
bamloops — audit engine
Minutesfrom URL to first-pass audit, not weeks
100%of deliverables generated from live data
1 dashboardevery experiment, journey and report in one place

04 Platforms

Your stack. Elevated, not replaced.

We plug into the tooling you already pay for — no migrations, no new licences. The agents deploy where your funnel actually lives: experiments, segment rules and journey personalization implemented native to your commerce platform, CMS, analytics and martech.

E-commerce platforms
Shopify PlusShopifyWooCommerceBigCommerceSalesforce CommerceHeadless — Hydrogen / Next.js
CMS & landing page platforms
WebflowWordPressFramerContentfulSanityReplo / Shogun
Testing, analytics & lifecycle
GA4 · GTMConvert · VWO · IntelligemsKlaviyoTriple Whale · NorthbeamHotjar · Clarity

Every deployment traces back to a documented finding. On Shopify Plus the agents go where the money is — checkout extensibility, Shop Pay optimization, subscription and bundle flows — each change tied to evidence and the test that will prove it. On CMS-driven funnels, journey variants ship as measurable experiments, never one-off pages.

Next step

See the agents on your store.

Book a call and we'll walk the platform on your own funnel — not a canned example.

Work with BamLoops

Tell us where to send the details — we reply within one business day.