Product Level AI visibility for Shopify brands

We help Shopify brands get discovered in AI answers

When shoppers ask ChatGPT, Gemini, or Perplexity what to buy, your competitors show up first. Most brands still have no idea whether their products appear at all.

Bonanza GEO Assist helps you track, improve, and monitor how your individual products appear inside AI answers so you can win more discovery before the click even happens.

Get a Demo
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Analysis Results

🇩🇪 DE

CAPRI RFID Mini Geldbörse viola

Update Description
Analyzed Mar 13, 2026, 2:55 PM25/25 promptsComplete
Visibility Score
12%
Low
Share of Voice
0.12%
Low share
Avg Position
#19.3
Lower ranked
Completion
100%
Complete
Sentiment Analysis
Positive
2 (25%)
Neutral
6 (75%)
Negative
0 (0%)
Total mentions analyzed8
What makes the CAPRI RFID Mini wallet stand out?
Mentioned# #1positiveCore Discovery
“**CAPRI RFID Mini wallet viola by Braun Büffel** The CAPRI RFID Mini wallet stands out with its elegant design, RFID protection, and premium leather...”
View AI Response
Buyer Journey
How often AI mentions you at each stage of the buyer journey.
Discovery2/5
Intent1/5
Comparison2/5
Purchase1/5
Trust2/5
Top Competitors
47 found
1Bellroy
4 mentions
de.bellroy.comskroutz.de
2Stilord
3 mentions
stilord.destilord.de
3Flevado
2 mentions
flevado.de
View all 47 competitors
The Problem

The new buying journey started without you

Your product pages were written for Google SEO. AI reads them differently - and skips them. These are customers who never knew you existed.

Customers Ask AI First

40% of shoppers now ask ChatGPT, Gemini, or Perplexity what to buy - before they ever Google. That number grew 7x in one year. The buying journey starts in AI.

01

You're Not Reaching Customers

Your product pages were built for Google. AI reads them differently and skips them. These are not lost conversions. These are customers who never knew you existed. The biggest cost is the sales you never see.

02

Competitors Are Training AI

When a customer buys from a brand AI recommended, the model learns to recommend them more. Your competitors are creating a compounding advantage while you are locked out.

03
88%

of Shopify brands don't appear when customers ask AI for recommendations in their category. That's not a conversion problem. That's an existence problem.

The Training Loop

AI recommendations are self-reinforcing

When ChatGPT recommends a product and the customer buys, it learns that was a good recommendation. The more it recommends someone, the more it will.

The bad news

If you are not in the answer, your competitor is

A customer asks ChatGPT for a product recommendation. It recommends your competitor. They buy. ChatGPT logs that as a correct answer and ranks them higher next time. Meanwhile, you never appeared.

  • Customer asks ChatGPT what to buy
  • AI recommends your competitor
  • Customer buys. AI logs it as correct.
  • Next query: competitor ranks higher
LOSINGLOOP
The good news

Most brands haven't started. You still can.

We optimize your product content so AI models pick you up. Better titles, structured data, trust signals. Once ChatGPT starts recommending you and customers buy, the same loop works in your favor.

  • We optimize your product content for AI
  • AI starts including you in answers
  • Customers buy. AI logs it as correct.
  • Next query: you rank higher
WINNINGLOOP
Our Process

How it works

Four steps. You see every metric before and after. No black boxes.

Step 01

Audit

We run your products through 25+ real AI queries and score how visible you are vs. competitors.

  • Visibility Score across AI models
  • Position ranking per query
  • Sentiment: how AI describes you
  • Buyer journey coverage gaps
Step 02

Diagnose

We flag exactly what your product listings are missing that AI models need to recommend you.

  • Weak or generic titles
  • Missing attributes and specs
  • No structured data (Schema.org)
  • Absent trust signals and citations
Step 03

Optimize

We rewrite your product content: titles, descriptions, structured data. You review and approve before anything goes live.

  • AI-optimized titles and descriptions
  • Schema.org markup
  • Trust signal integration
  • Content you control and own
Step 04

Track

We re-run the same queries after 4 and 8 weeks and show you exactly what changed. Same metrics, same methodology.

  • Visibility score change
  • Position movement per query
  • Sentiment shift tracking
  • Competitor gap delta
bonanza.ai/analyze
Running AI Visibility Audit
Premium Leather Wallet
In Progress
Query Progress18 / 25 prompts
Analyzing across ChatGPT, Perplexity, Claude...
Completed Queries
best leather wallet for menFound at #3
premium wallet gift ideasNot mentioned
sustainable leather accessoriesFound at #7
Analysis Results
Premium Leather Wallet
Complete
Visibility Score
34%
Low
Share of Voice
2.8%
Low share
Avg Position
#4.2
Mid-ranked
Completion
100%
Complete
Sentiment Analysis
Positive 20%Neutral 60%Negative 20%
Discovery
2/5
Intent
1/5
Comparison
0/5
Purchase
2/5
Trust
1/5
Content Optimization
Product Listing
4 of 7 resolved
Current
Leather Wallet - High Quality
Generic title, missing key attributes
Optimized
Premium Full-Grain Leather Bifold Wallet | Hand-Stitched | RFID Blocking
Keyword-rich, attribute-dense
Schema.org markupAdded
Trust signals3 citations added
Visibility Comparison
8 weeks apart
Improved
Metric
Before
After
Change
Visibility Score
34%
71%
+37%
Share of Voice
2.8%
12.4%
+9.6%
AI Mentions
3/25
18/25
+15
Visibility Score Trend
Week 0Week 8: 71%
Core Differentiator

Product-Level AI Visibility

app.bonanza.ai/products
Product Visibility Overview
6 products tracked across 25 prompts each
ChatGPT
Product
Visibility
Position
Sentiment
Trend
🇩🇪CAPRI RFID Mini viola
12%
#19.3
Neutral
-2%
🇩🇪AMALFI RV 18CS navy
32%
#5.0
Positive
+8%
🇬🇧ROMA Zip Wallet black
67%
#2.1
Positive
+15%
🇩🇪VENEZIA Card Holder
8%
#22.4
Negative
-5%
🇬🇧FIRENZE Travel Wallet
45%
#7.8
Neutral
+3%
🇩🇪NAPOLI Coin Purse
3%
N/A
N/A
0%
3 products need attention — CAPRI, VENEZIA, and NAPOLI have visibility below 15%. Optimization recommended.

Most AI visibility tools track brands. Bonanza GEO Assist tracks individual products.

  • Which specific products AI recommends
  • Which prompts trigger your product
  • Which competitors replace you in AI answers
  • How to optimise product content for AI discovery
Pricing

Choose your growth speed

Starter
€ 299/ month
Get a Demo
Up to 25 products analyzed
ChatGPT coverage
AI visibility tracking
Competitor benchmarking
Basic product page optimization
AI performance dashboard
Kickoff call
Email support
GrowthMost Popular
€ 799/ month
Get a Demo
Up to 100 products analyzed
ChatGPT + GeminiComing Soon + PerplexityComing Soon
AI visibility tracking
Competitor benchmarking
Advanced product page optimization
AI performance dashboard
2x monthly calls with CS manager
Dedicated account manager
Scale
€ 1,999/ month
Get a Demo
Up to 1,000 products analyzed
All major AI modelsComing Soon
AI visibility tracking
Competitor benchmarking
Advanced product page optimization
AI performance dashboard
Weekly calls with CS manager
Dedicated account manager
Take action

Your competitors are training AI right now

Every day you wait, the AI training loop works against you. Every sale they make through AI discovery teaches the model to recommend them more. The gap is exponential. But you can still flip it.

Get a Demo
Shopify Partner
Trusted by 50+ Shopify brands
500+ products tested
FAQ

Questions we get asked

No. SEO optimizes for Google's crawlers. GEO optimizes for how AI systems understand and recommend products. Different systems, different strategies, different outcomes. SEO helps people find you when they search your brand name. GEO helps AI recommend you when people don't know you exist yet. Both matter - this is the layer most brands are missing.

Most brands see 2–3x visibility improvement within 4–6 weeks. Full 3–5x improvement typically by week 8. The earned media component takes 6–8 weeks to fully compound, but once those citations exist, they work for you permanently. Not instant, but fast - and permanent.

Yes. We test and optimize across ChatGPT, Claude, Perplexity, and Gemini. Each AI has slight algorithmic differences, but the core optimization principles - structured data, clear attributes, earned media citations, trust signals - work universally. Optimize for one, improve across all.

Everything that matters: Visibility score (% of queries you appear in), competitor gap, position ranking, sentiment (how AI describes you), citation sources (what AI references about you), query coverage (which specific prompts you appear in), and business impact (AI traffic %, conversion rates, revenue attribution). No vanity metrics - only data tied to business outcomes.

No. We work with brands that have 15 products (Starter) and brands with 800+ (Enterprise). We prioritize your top-performing or highest-margin products first, then expand. Quality over quantity - better to optimize 20 products perfectly than 200 poorly.

Standard Shopify works too. Shopify Plus brands benefit most due to catalog complexity and higher revenue, but any Shopify store can use Bonanza GEO Assist. WooCommerce or another platform? Contact us - we can usually accommodate, just not with the same deep integration.

We identify authoritative sources AI trusts in your category (comparison sites, review blogs, expert roundups, industry publications). Then we help get your products featured or reviewed by these sources. When AI sees your brand cited by trusted sources, it increases recommendation likelihood dramatically.

Technically yes, but it takes 40+ hours to research GEO practices, test across multiple AIs, benchmark competitors, implement structured data, rewrite content, execute earned media outreach, re-test, and track impact. Most founders prefer to spend that time running their business. We deliver in 8 weeks with measurable results.