DE · BERLIN04·12
★★★★★
Sehr leichte Tasche, perfekt für Reisen.
Light bag, perfect for travel.
MayaON CHATGPT
This is how every reviewbrings the next sale.
Your reviews should bring the next buyer, not just sit there.
We turn your reviews into the answer ChatGPT and Google quote.
EARLY ACCESS · SUMMER 2026
Request accessEARLY ACCESSSummer 2026
Scroll to see the shift
What you have,what you need.
On each card, what your store has now sits above the line. Below it is what we have built underneath. Click through the four pairs.
What you have
A widget the search engine treats as decoration on your page.
What you need
A clean page Google and AI can read on their own, and rank for the things buyers search for.
01 / 04click for the next pair
Built for Shopify · A real reply, by email · Unsubscribe any time
Lift the widget.
See what's underneath.
Same reviews on both sides. Only one of them does the work. Drag the line to see which.
WHAT THE ENGINE FILED · LIVE
4,128 sentences filed for AI to quote
THIS WEEK
+47 cited
SENTENCE #4127
"Held up overnight on sensitive skin, and layers under SPF without pilling."
verified2026-05-04topic: hydrationsentiment: 0.94buyer: Eleanor M.
CITED BY
- Search · AI Mode2026-05-08
- Perplexity2026-05-07
- ChatGPT search2026-05-07
- Claude search2026-05-06
Customer reviews
4.7234 verified reviews
SORTMOST RECENT
E
Eleanor M.
04 May 2026
“Held up overnight on sensitive skin, and layers under SPF without pilling.”
J
James W.
29 Apr 2026
“Softer than I expected. Third order this year.”
1 / 47
↤ THE WIDGET
THE ENGINE ↦
Drag the line to slide between them
01 / 03
A BRAND
A brand is not what you tell people it is.
It is what people tell each other it is.
NOW
And right now,
people ask AI.
THE SHIFT
It should be quoted by ChatGPT. Surfaced in Google.
Bringing the next buyer to your door.
THE ANCHOR DID NOT MOVE
Since 1995, the web moved again and again. The review widget moved once: never.
1995Amazon reviews1998Google2009Rich snippets2018Mobile-first2022ChatGPT2024AI answers2026BeyondReviews
recording the web, one shift at a time
We have changed the way reviews work.
THE LIBRARY, THE PROOF
What goes in. What comes out.
Every review keeps the language it was written in. The engine still lets buyers find it in whatever language they ask in.
ES · MADRID04·19
★★★★★
Tallaje fiel. El M cabe perfecto.
True to size. Medium fits perfectly.
DanielES · ES
AR · CAIRO04·26
★★★★★
موثوق ودائم. أفضل شراء هذا العام.
Trustworthy and lasting. Best purchase this year.
AïshaON GEMINI
JA · OSAKA05·03
★★★★★
信頼できる作り。三ヶ月使っても新品同様。
Trustworthy build. Like new after three months.
PriyaON PERPLEXITY
NL · AMSTERDAM05·07
★★★★★
Duurzaam materiaal. Nog steeds als nieuw na een jaar.
Durable material. Still like new after a year.
TomášON GOOGLE
RU · MOSCOW05·10
★★★★★
Быстрая доставка. Качество на высоте.
Fast shipping. Quality is excellent.
LilaON CHATGPT
DE · BERLIN04·12
★★★★★
Sehr leichte Tasche, perfekt für Reisen.
Light bag, perfect for travel.
MayaON CHATGPT
ES · MADRID04·19
★★★★★
Tallaje fiel. El M cabe perfecto.
True to size. Medium fits perfectly.
DanielES · ES
AR · CAIRO04·26
★★★★★
موثوق ودائم. أفضل شراء هذا العام.
Trustworthy and lasting. Best purchase this year.
AïshaON GEMINI
JA · OSAKA05·03
★★★★★
信頼できる作り。三ヶ月使っても新品同様。
Trustworthy build. Like new after three months.
PriyaON PERPLEXITY
NL · AMSTERDAM05·07
★★★★★
Duurzaam materiaal. Nog steeds als nieuw na een jaar.
Durable material. Still like new after a year.
TomášON GOOGLE
RU · MOSCOW05·10
★★★★★
Быстрая доставка. Качество на высоте.
Fast shipping. Quality is excellent.
LilaON CHATGPT
FR · MONTRÉAL05·12
★★★★★
Très confortable, même sur de longues distances.
Very comfortable, even on long rides.
FemiFR · CA
EN · BRISTOL05·15
★★★★★
Better than expected. Will order again.
EveON CHATGPT
NL · AMSTERDAM05·18
★★★★★
Eerlijke beschrijving. Klopt precies.
Honest description. Matches exactly.
JonasON PERPLEXITY
DE · HAMBURG05·19
★★★★★
Material fühlt sich hochwertig an.
Material feels premium.
HanaON CHATGPT
ES · BARCELONA05·22
★★★★★
El color es mucho mejor en persona.
The colour is better in person.
OlaON GEMINI
IT · ROMA05·24
★★★★★
Qualità eccellente per il prezzo.
Excellent quality for the price.
ZaraIT · IT
FR · MONTRÉAL05·12
★★★★★
Très confortable, même sur de longues distances.
Very comfortable, even on long rides.
FemiFR · CA
EN · BRISTOL05·15
★★★★★
Better than expected. Will order again.
EveON CHATGPT
NL · AMSTERDAM05·18
★★★★★
Eerlijke beschrijving. Klopt precies.
Honest description. Matches exactly.
JonasON PERPLEXITY
DE · HAMBURG05·19
★★★★★
Material fühlt sich hochwertig an.
Material feels premium.
HanaON CHATGPT
ES · BARCELONA05·22
★★★★★
El color es mucho mejor en persona.
The colour is better in person.
OlaON GEMINI
IT · ROMA05·24
★★★★★
Qualità eccellente per il prezzo.
Excellent quality for the price.
ZaraIT · IT
A YEAR OF THE ENGINE · ILLUSTRATED
The shape the engine is built to produce from the reviews a store already has.
MONTH 0 · OF 12
TAP A MONTH TO REPLAY IT
MONTH 0 · THE DAY YOU CONNECT
Your reviews connect. The first day, every sentence is read.
TRAFFIC
SALES
ISSUES
An illustration of a year of the engine, charted across twelve months. The shape it is built to produce: traffic from search and answer engines compounding toward +35% in free visitors, repeat customers rising +15%, and 78% of issues surfaced and caught the same week they appear.
+0%
free visitors from search and AI answers
+0%
repeat customers
0%
caught the same week
MONTH 0
MONTH 3
MONTH 6
MONTH 9
MONTH 12
+0%
free visitors from search and AI answers
+0%
repeat customers
0%
caught the same week
RECALLTHE OUTCOME
Named in the answer, not buried in a list.
Recall is whether your brand is named when a buyer asks an answer engine about what you sell.
We treat recall as the number that matters. When the answer names three brands and yours is not one of them, you may as well not exist.
Earning the mention is our work, not your homework.
AI names a store in only 4% of answers today. The other 96% sends the buyer to whoever it named instead. Closing that gap is the work.
A BUYER ASKS AN AI
Which serum holds up on sensitive skin under SPF?
THE ANSWER TODAYNOT NAMED
The names that come up: Solene, Veraday, and Kestrel.
Your store is not in the answer, so the buyer never sees it.
THE ANSWER WITH RECALLNAMED
For sensitive skin under SPF, your store is the one reviewers keep naming.
Quoted in the answer, from a verified review: holds overnight on sensitive skin, layers under SPF without pilling.
ILLUSTRATED · recall is the difference between these two answers
SEE IT ON YOUR STORE
What the engine writes,
in your voice.
Paste your Shopify store. The engine reads your products the way AI search does, writes a reply in your brand voice, and sends it to your inbox.
Worth reading next.
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The dead text of e-commerce.
A store collects, on average, twenty thousand sentences from its customers and reads almost none of them. The most useful writing in commerce is also the most ignored.
READ →ALTERNATIVES
Yotpo alternatives.
Lighter, cheaper ways to do reviews now that the enterprise suite has dropped SMS and email.
COMPARE →On Tools · 6 MIN
Why review widgets are a category error.
Reviews are not inventory. They are language. The thing under the buy button is the wrong shape for what is actually inside it.
READ →MIGRATION
Shopify Product Reviews is gone.
The native app was shut off in May 2024. What to move to, and how to keep your reviews.
COMPARE →On AI Search · 9 MIN
What the search engine became.
In a single calendar year, the box you typed into stopped giving you links and started giving you sentences. The sentences are written by other people. Your customers, mostly. Whether you noticed or not.
READ →