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Black Friday prep: AI shopping trend forecasting now available 6 weeks ahead of peak season. Learn more →
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SEORCE for Ecommerce & Retail

Win AI shopping
recommendations
before peak season.

Your products rank on Google. But when a shopper asks ChatGPT "what are the best running shoes for flat feet?" — are you the brand it recommends? SEORCE tracks product-level AI visibility and predicts seasonal trends weeks in advance, so you optimise early and win the AI shelf.

Book Ecommerce Demo →Start Free Trial

7-day trial · No credit card · Product-level tracking from day one · Revenue attribution included

Ecommerce Results
3×
Higher AI visibility vs competitors at peak season
6 weeks
AI trend prediction lead time before peak demand
SKU-level
AI visibility tracking per product, not just domain
Revenue
Attribution from AI recommendations to checkout
"We could predict which products would trend in AI shopping recommendations 6 weeks before Black Friday. We optimised early and saw 3× higher AI visibility than competitors."
— VP Growth, D2C Fashion Brand ($50M ARR)
Used by ecommerce teams at
D2C fashion brandsMulti-category retailers$10M–$500M ARR
The Problem

Why ecommerce brands are
invisible in AI shopping.

Shoppers are changing their behaviour. Before they open a browser tab to browse, they're asking AI. The brands that appear in those answers are capturing purchase intent that never reaches Google — or your product pages.

Products invisible in AI recommendations
Your Google rankings don't translate to AI recommendations. ChatGPT and Perplexity use completely different signals to choose which products to suggest — and most brands have no idea where they stand.
No seasonal AI trend intelligence
AI shopping trends peak 4–6 weeks before the actual sales event. Without early signals, you're optimising product content during the demand spike — not before it. You're always reacting, never anticipating.
Schema & structured data gaps
67% of ecommerce product pages lack the structured data markup needed for AI recommendation eligibility. Missing product schema, review markup, and price data leaves your products off the AI shortlist entirely.
Competitor AI wins go undetected
A competitor's new product range is consistently recommended by AI for your core category search queries. By the time you notice the traffic drop, they've owned the AI shelf for two months.
Revenue attribution is broken
AI-influenced shoppers often arrive on your site through branded search or direct — making it impossible to attribute their purchase to an AI recommendation touchpoint without proper tracking infrastructure.
SKU-scale optimisation impossible
You have 10,000 product pages. Manually optimising each for AI recommendation eligibility is impossible without automation. And you can't prioritise which SKUs matter without knowing which ones AI is already considering.
How SEORCE Solves It

From invisible products to
AI shelf dominance.

SEORCE gives ecommerce teams the product-level AI visibility intelligence, seasonal forecasting, and content automation needed to win in AI shopping — before and during every peak season.

1
Track AI visibility at the SKU level — not just domain
SEORCE goes beyond domain-level brand monitoring to track individual product visibility in AI responses. Know which specific SKUs are being recommended by ChatGPT, Perplexity, and Google AI Shopping — and which are invisible. Prioritise optimisation where it matters most.
Per-SKU AI recommendation tracking across 7 AI platforms
Category-level AI share-of-voice — which of your products leads each category
Competitor product tracking — see which rival SKUs beat yours in AI answers
Product AI Visibility Tracker
↑ Product AI Visibility Tracker placeholder
2
Forecast AI shopping trends 6 weeks ahead of demand
SEORCE analyses rising AI query patterns to detect which product categories are gaining AI recommendation momentum — weeks before the actual search demand spikes. Brief your content team in September for Black Friday. Update product descriptions in October for Christmas. Win the AI shelf before your competitors even know the window is open.
6-week AI demand forecast for key product categories
Seasonal peak alerts — get notified when AI query momentum builds
Year-on-year AI trend comparison — plan further ahead each year
AI Trend Forecasting
↑ AI Trend Forecasting placeholder
3
Fix the technical gaps blocking AI recommendation eligibility
SEORCE's Technical Suite audits every product page against AI recommendation eligibility criteria — schema markup, review signals, structured pricing data, image optimisation, and crawlability. AutoFix AI resolves the most common issues automatically. No developer time. No ticket queue.
Product schema audit — identify missing markup blocking AI citations
AutoFix AI — resolves common structured data issues automatically
Prioritised fix list — highest AI-impact issues surfaced first
Product Schema Audit
↑ Product Schema Audit placeholder
4
Generate AI-optimised product content at scale
SEORCE's Content Studio generates AI-ready product descriptions, category pages, and buying guides — built specifically to match the intent signals AI models use when recommending products. Bulk generate for thousands of SKUs. Push to your CMS. Measure the uplift in AI recommendations per category.
Bulk AI-ready product description generation — thousands of SKUs
Category page buying guides — the long-form content AI cites when recommending
CMS integration — push content directly to Shopify, Magento, or custom stack
Bulk Product Content Generation
↑ Bulk Product Content Generation placeholder
Seasonal AI Visibility Calendar

Win every peak season.
Start 6 weeks earlier than you think.

🛍️ Black Friday / Cyber Monday
AI shopping queries for gift and deal products spike in early October. Optimise product descriptions and category pages by mid-October to capture the full AI recommendation window.
Optimise by: Mid-October · Peak: Late November
🎄 Christmas & Holiday
AI gift guide queries build from early November. "Best gifts for X" queries in AI platforms peak 3–4 weeks before Christmas. Product buying guides and gift category pages need to be live and indexed by November 1st.
Optimise by: November 1st · Peak: December 1–15
💝 Valentine's Day
A shorter window than Christmas, but AI gift recommendations for Valentine's build from late January. Fast fashion and lifestyle brands have a concentrated 3-week window to dominate AI shopping suggestions.
Optimise by: January 20th · Peak: February 1–10
🌸 Spring / Summer Reset
Wardrobe refresh and outdoor living queries ramp in AI from mid-February. Fashion and homeware brands should have new season AI-optimised content ready before March for maximum AI recommendation share.
Optimise by: Mid-February · Peak: March–April
Revenue Impact Calculator

How much revenue could
AI visibility unlock?

Estimate your potential uplift from winning AI shopping recommendations. Based on real ecommerce customer results from SEORCE.

Monthly organic revenue
$
Number of product SKUs
Peak season months (e.g. Q4 = 3)
mo
AI channel currently tracked
%
$720,000
Estimated annual revenue uplift from AI visibility
$540,000
Peak season AI revenue opportunity
100%
Of AI-influenced revenue currently untracked
Based on avg 30% incremental revenue uplift from AI visibility optimisation in ecommerce. Peak season impact averages 3× the monthly baseline...
Ecommerce Testimonials

Real brands.
Real AI shelf wins.

SEORCE is trusted by D2C brands, multi-category retailers, and ecommerce teams managing tens of thousands of products across AI shopping platforms.

🛍️ D2C Fashion · $50M ARR
★★★★★
"During Black Friday, we could predict which products would trend in AI shopping recommendations. We optimised early and saw 3× higher visibility than competitors. Revenue attribution finally makes sense — we can see the complete journey from AI recommendation to checkout."
3×
Peak AI visibility
6 weeks
Advance warning
$50M ARR
Brand scale
P
Priya K.
VP Growth, D2C Fashion Brand · $50M ARR
🛍️ Multi-Category Retailer
★★★★★
"We have 12,000 SKUs. Manually optimising each one for AI was impossible — we didn't even know which ones mattered. SEORCE showed us the 800 products that drive 80% of our AI recommendation potential and auto-fixed the schema issues on every one of them. In 6 weeks."
12,000
SKUs managed
800
Priority SKUs identified
6 weeks
Full schema fix
D
Daniel O.
Head of SEO, Multi-Category Retailer
Ecommerce Pricing

Plans that scale with
your product catalogue.

Every plan includes product-level AI tracking, seasonal forecasting alerts, and AutoFix schema repair. Scale up as your catalogue and team grow.

Starter
$99/month
3 websites · Up to 200 keywords
150 AI prompts tracked / week
Product schema audit
20 AI product descriptions / month
Basic AutoFix
3 team members
Start Free Trial
GrowthMost Popular
$249/month
10 websites · 1,000 keywords (daily)
500 AI prompts tracked / week
SKU-level AI recommendation tracking
Seasonal AI trend forecasting
100 AI product descriptions / month
Full AutoFix + competitor AI tracking
Custom dashboards + 5 team members
Start Free Trial
Pro / Enterprise
$499+/month
25+ websites · Unlimited scale
1,000+ AI prompts tracked / week
Bulk SKU AI tracking (10,000+ products)
AI revenue attribution
CMS direct integration (Shopify / Magento)
Dedicated ecommerce success manager
Talk to Sales
Ready to win the AI shelf?

Own AI shopping
this peak season.

Join ecommerce teams already using SEORCE to dominate AI shopping recommendations — starting 6 weeks before demand spikes hit.

Book Ecommerce Demo →Start Free Trial
SKU-level AI tracking from day one
6-week seasonal forecasting
No credit card · 7-day full access
Free product schema audit included