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MVPs
A Voltik Client Case Study

MVPs went from
invisible to cited.

A Voltik AEO programme turned organic and AI search into one of MVPs' biggest revenue channels, not just visibility.

2.7x
More traffic vs baseline
+48%
Average order value vs baseline
+295%
Organic search revenue vs baseline
#2
AI search rank, 3 of 4 platforms
The situation

The product was ready.
The AI platforms didn't know it existed.

MVPs sells authenticated, Beckett-certified signed sports memorabilia. Buyers increasingly ask ChatGPT, Perplexity, and Google's AI Overviews where to buy, and starting out, none of them ever mentioned MVPs. Order values had stalled too.

0%
AI citation rate
#23
AI search rank
Stalled
Average order value
Background

Why AI search matters as much as Google now.

Answer Engine Optimization (AEO) means earning a citation inside the answer an AI gives directly, not just ranking a link someone has to click.

The old model
Search Engine Optimization

Ranks a link on a results page. The buyer still has to click through and decide.

The new model
Answer Engine Optimization

Becomes the answer itself: named directly, inside the response, before a link is ever clicked.

ChatGPT Google AI Overviews Perplexity Gemini
The approach

Four levers built to compound, not just spike.

Content authority

Buying guides, authentication explainers and player pages built to answer real buyer questions, published monthly.

AI visibility engineering

Structured content and off-site mentions so AI platforms have something to cite MVPs for.

Checkout trust signals

A Beckett authentication callout in cart and checkout to reduce hesitation on premium-priced items.

Monthly compounding

Every month's content and citations sit on top of the last: growth is a build-up, not a lift.

Results: Traffic & scale

Traffic nearly doubled.
Orders followed.

Live event momentum and growing organic reach drove a step-change in volume. The number that matters is what happened to orders at that scale.

Traffic growth
2.7x

More traffic than the prior baseline, the highest volume since the programme began.

+44% daily average vs baseline
Orders at that scale
+83%

More completed orders vs baseline, proof the site holds conversion efficiency at much higher volume.

Highest order total on record
Results: Organic & AI attribution

Every channel is compounding,
month after month.

Content and AI visibility work compound: each channel is growing faster than the last, without added spend.

Organic search revenue
+295%
vs baseline
Organic search traffic
+30%
vs baseline
Organic search orders
+156%
vs baseline
AI-referred traffic
+128%
daily average vs baseline
AI-referred revenue
New channel
Zero at baseline, now converting every month
New market opened
Yahoo Japan
Organic orders now converting from Japan

Organic search revenue has nearly quadrupled. This channel brings high-intent buyers actively searching for signed memorabilia, from authentication guides to player pages to buying guides. As more content is indexed and ranks, this channel keeps growing without additional spend.

Results: Average order value

Every order is worth
far more than it used to be.

Higher-value events, stronger checkout trust signals, and the Beckett authentication callout are all contributing, and it's climbed every single period.

+48%
Average order value vs baseline, up every period since
Live events
Meet & Greet buyers arrive with higher intent and consistently spend more per order.
Authentication trust
Beckett callout in cart and checkout reduces hesitation on premium items.
Higher-value mix
Premium signed jerseys selling alongside Mystery Box orders.
Results: AI search visibility

Holding #2. Closing in
on the category leader.

Starting from a 0% citation rate and a #23 rank, MVPs now ranks #2 on three of four major AI platforms.

ChatGPT
#2
26.1% share of voice
Ahead of Fanatics (21.8%)
Google AI Overview
#2
18.5% share of voice
Ahead of Fanatics (13.0%)
Perplexity
#2
18.0% share of voice
Roughly level with Fanatics
Gemini
#5
18.6% share of voice
Next focus area
Competitive rank on ChatGPT
#28
→
#2

MVPs moved up to the #2 spot against every named competitor, now ahead of Fanatics Authentic and closing in on the category leader.

The arc so far: invisible and unranked at a 0% citation rate at the start. #2 overall now, and already generating meaningful revenue from AI-referred sessions. Every article published and every trusted mention across the web closes the gap to the category leader further.

This is what AEO
done right looks like.

More traffic, higher order value, and AI platforms naming MVPs as the answer, all compounding, not a one-time lift. It's the same growth engine we build for every client.

Want results like this for your brand?
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