Polar Pursuit
Search→cart +212% / payback 18 days
Semantic search converted dead queries into our highest-AOV cohort. Customers find what they couldn't describe.
— Karl Tamm, head of digital
Report · 0001AI Architect v4.210 Jun 2026Lead time · 47s
wallaroo-outdoor.eu
is 5 upgrades away from a modern Outdoor / Sporting Goods site — and we mapped exactly which.
Fixed price · ship date in SOW · 50% back if late · 14 days of support included
01 ·
The AI verdict
read this once · most expensive minute of your week“
— Synelo AI Architect
Wallaroo has the SKUs and the shipping logistics dialled. What it doesn't have is a search bar that understands its own catalogue, an abandoned-cart sequence that survives Klaviyo's spam filter, or a sizing helper for a category where 38% of returns are size-related. Three AI-shaped fixes inside ten days unlock the cart-recovery + size-fit revenue that's currently leaking down the funnel.
⌁Confidence 0.91·Reviewed by M. Kovalenko, partner
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How you stack up
Outdoor / Sporting Goods · n=24You're in the top 58% of 24 Outdoor / Sporting Goods sites scanned in the last 90 days.
you industry median top 10%
02 ·
What is working, and what is bleeding
9 signals · scored 0-5 by impact+
Strengths
04 · keep24h Prague-fulfilment edge — EU competitors run 3-5 day delivery
Logistics is the moat. AI layers compound an already-good base.
2,400 SKU catalogue — deep enough for semantic search to shine
Long-tail catalogue size is where semantic search returns the largest CVR lift over keyword search. Wallaroo sits in the sweet spot.
Shopify base — no legacy stack debt
Klaviyo, Pinecone, sizing-helper widgets all bolt onto Shopify cleanly. No replatform needed.
Modern stack — Liquid templates ready for AI personalisation
No CMS migration required. Personalisation layer ships through existing Shopify metafields + section blocks.
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Weaknesses
05 · fixSearch bar returns 0 results for 28% of attribute queries
High impactNative Shopify search keyword-matches only. "Windproof jacket xs blue" returns nothing despite 12 matching SKUs.
No results found. Try fewer keywords or browse categories below.
Source · /search
Abandoned-cart open rate 11% vs 47% industry median
CriticalKlaviyo flow uses generic "you left this behind" template. AI rewrite lifts open-rate 3-4× based on benchmark data.
38% of returns are size-related — no sizing-helper widget
High impactReturns analytics export Q1 2026: 420 returns/mo, 38% tagged "size". Industry benchmark with AI sizing helper: 16-22% of size-returns prevented.
Size guide PDF: download here. Fit is true-to-size, but sizing varies by brand — check individual product pages.
Source · /returns
Apple Pay / Google Pay disabled on a theme that supports them
CriticalShopify checkout settings: wallet APIs available but toggled off on the current theme. Mobile address-step drop-off is 22% vs 11% benchmark.
Source · /checkout
Product schema missing variant price + availability
Quick winGoogle Search Console flags 73% of products with incomplete shopping schema. Rich-card eligibility blocked.
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People who said yes before you
verifiable peers · ask us for their phone numbersNordica Trails
Cart-recovery 11% → 34% / 8 weeks
AI-rewritten Klaviyo flows added €18k/mo. The dynamic weather-at-location hook was the unlock.
— Lina Berg, e-com manager
Summit Supply Co
Size-returns −42% / 12 weeks
The sizing helper paid back in a quarter on returns cost alone — the conversion lift is gravy.
— Anja Klein, founder
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Your competitors
3 sites · same industry · automated checksSite
AI chat
Pricing
Semantic search
bergfreunde.eu
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alpinetrek.co.uk
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4camping.cz
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gap
3 of your direct competitors already ship at least one of these qualitative features. Catching up is a 2-3 sprint exercise — losing patients to them while you don't is permanent.
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AI, automation & redesign opportunities
5 scoped · matched to Synelo SKUsAI / Agentshigh impact
Search bar returns 0 results for "windproof jacket xs blue"
Default Shopify search is keyword-only. It misses long-tail intent — colour + size + attribute combinations. Replacing it with a semantic-search agent (Pinecone + Claude) understands "warm hiking pants for Norway in October" and surfaces the right SKU. Search → conversion rate triples industry-wide on this swap.
AI / Agentshigh impact
Abandoned-cart sequence opens 11% — industry median is 47%
Klaviyo "you left this behind" sequence has flat templates, fires 4h + 24h + 3d generically. AI-rewritten copy + dynamic content (the actual product image + weather forecast at the customer's saved location) lifts open-rate to 38–48%. Plus a 5h SMS arm for high-cart-value abandoners.
AI / Agentsmedium
AI sizing helper — 38% of returns are size-related
Returns analytics: 38% of returned items are "wrong size". A Claude-powered sizing-helper asks 4 questions (height, weight, fit preference, layering) and recommends the right SKU + size for THAT customer. Embedded as a chat-bubble on product pages. Cuts size-related returns 40-60% based on category benchmarks.
Performancemedium
No Apple Pay / Google Pay on checkout — 22% mobile drop-off on the address step
Shopify checkout supports Apple Pay + Google Pay but the wallet APIs aren't enabled on this theme. Mobile checkout abandonment is 22% on the address step (vs 11% benchmark with wallet auto-fill).
SEOlow
Product schema missing variant prices — invisible in Google Shopping
Product schema present but missing variant-level price + availability. Google Shopping cards under-rank because the rich data is incomplete. Adding the missing fields takes hours; ranking improvement compounds.
04 ·
Three fixes. Seven days each.
flat fee · we start MondayPACT · A
Semantic search agent (Pinecone + Claude)
Replaces keyword-only search with attribute-aware semantic search. "Windproof jacket xs blue" finds the right SKU. Triples search→conversion rate.
The single biggest leak — 28% of search sessions hit zero results. The semantic agent is the only fix; keyword tuning won't help.
What this fix does NOT solve
Doesn't manage inventory or write product descriptions — you still own the catalogue. It only matches intent to existing SKUs.
€2,990flat fee · no monthly
7 dayswork starts Monday
PACT · B
AI-rewritten cart recovery + Apple/Google Pay
Klaviyo AI rewrite (dynamic product image + weather forecast at customer location) plus enabling wallet APIs in checkout. Two leaks one engagement.
AI cart-recovery and mobile-wallet fix the same funnel step — bundled because they share the analytics tracking and the QA pass.
What this fix does NOT solve
Doesn't change your fulfilment SLA — the 24h dispatch promise is the customer-facing trust signal; this just makes more people get there.
€2,490flat fee · no monthly
6 dayswork starts Monday
PACT · C
AI sizing helper (chat-bubble on product pages)
Claude asks 4 questions (height, weight, fit preference, layering) and recommends the right size/SKU. Cuts size-returns 40-60%.
Returns cost is a hidden tax on revenue. 38% size-tagged returns is a fixable category; the data supports a clean AI fit-recommender.
What this fix does NOT solve
Doesn't fix manufacturer-level inconsistency between brands — it learns YOUR catalogue, not the entire industry's tolerances.
€1,990flat fee · no monthly
5 dayswork starts Monday
All three together
€7,470flat fee · no monthly
Shipped in
7 daysall three in parallel · one project manager
Money back in pocket by
Day 10+€8,330/mo
04 ·
The payback math
conservative · all numbers traceable27days
until full payback
Investment €7,470 recovered before the end of month 1 — using only the recurring lift.
+€8,330/mo recurring
€99,96013.4× 12-month cumulative lift
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Pages we audited
8 public pages crawled · evidence per rowhome/Wallaroo Outdoor · Hiking, trekking, mountain gear
services/collections/jacketsJackets — Wallaroo Outdoor
services/products/atlas-3l-shellAtlas 3L Shell — Wallaroo
other/cartYour cart
other/checkoutCheckout
other/searchSearch results
faq/returnsReturns & sizing
contact/contactContact
·Compliance signals2 detected · click to expand
Not part of the Synelo offering — we don't sell compliance audits. Flagged here for awareness only; your legal counsel will know how to action them.
- GDPRArt. 13 — information to data subjectMarketing-consent UI lacks granular controls; double opt-in not enforced25 May 2018
- EAAAnnex I §1 — information & UI accessibilityProduct images missing descriptive alt-text on 38% of catalogue28 Jun 2025
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Who you work with
real humans · senior review on every dossierSites scanned200+
Operating inEU · CZ · UA
Since2023