DE · BERLIN04·12
★★★★★
Sehr leichte Tasche, perfekt für Reisen.
Light bag, perfect for travel.
MayaON CHATGPT
The Refusal
·· I
This is how every reviewbrings the next sale.
You don't need another star widget bolted onto your store.
You need reviews that get quoted by ChatGPT, surface in Google, and pull the next buyer to your door.
COHORT I · SUMMER MMXXVI
Request accessEARLY ACCESSSummer 2026
Scroll to see the shift
THE PROVOCATION
THE PROVOCATION
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
From 2005 to 2026, the web moved three times. The widget did not move once.
iPhone2007Instagram2010ChatGPT202420052026
We have changed the way reviews work.
What you have,what you need.
01 / 04
If the left side describes your store, the right side is what we have built underneath.
- № 01 / 04HAVE
A widget the search engine treats as decoration on your page.
NEEDA clean page Google and AI reads on its own, and ranks for the things buyers search.
- № 02 / 04HAVE
Read by 8% of buyers, in passing, after they scroll.
NEEDQuoted to the other 92%, by Google, ChatGPT, and AI search, before the click.
- № 03 / 04HAVE
A star count. The words below are wallpaper.
NEEDReal sentences buyers quote in conversation, with dates and verified buyers.
- № 04 / 04HAVE
A setup wizard you start, never finish, and quietly abandon.
NEEDIt scans your store, takes your fonts, switches over in sixty seconds.
Every applicant answered by hand · No newsletter · No sequences
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.
CITATION INDEX · LIVE
4,128 sentences indexed
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
THE LIBRARY, THE PROOF
What goes in. What comes out.
Every review keeps the voice it was written in. The engine carries the meaning across every language buyers 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.
M00 · 12 MONTHS
M00 · 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 SEO/AEO
+0%
repeat customers
0%
caught the same week
M00
M03
M06
M09
M12
+0%
free visitors from SEO/AEO
+0%
repeat customers
0%
caught the same week
RECALLTHE OUTCOME
Recalled, not retrieved.
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, being the fourth is being nowhere.
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.
ONE ANSWER · ILLUSTRATED
ASKED
Which serum holds up on sensitive skin under SPF?
ANSWER
The stores reviewers keep naming for this, in order:
Your storeSoleneVeradayKestrel
Cited from a verified review on your store: holds overnight on sensitive skin, layers under SPF without pilling.
Recalled to first.
SEE IT ON YOUR STORE
Watch us answer a review,
in your voice.
Paste your Shopify address. We read a product and write a customer reply the way your brand would.
Or skip ahead. Request early access.
FROM THE JOURNALALL ESSAYS →
We think about this in public.
On Reviews · 7 MIN
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 →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 →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 →