When buyers ask AI about Shopify product review apps, Loox is named in 2 of 6 answers.
We put 6 real buyer questions to Claude and read every answer. Judge.me and Yotpo are named more often.
AI names Loox in 2 answers, but ties it to no single idea yet.
Read from the 2 answers that named Loox.
Once AI starts naming you, this is where you see what it says. The full report shows what competitors are praised for.
Loox is fourth. Judge.me is named almost twice as often.
Top brands named across the same 6 answers, ranked by share of answers. Average position is where each brand lands in the answer.
- 01 Judge.me 100% #1.5
- 02 Yotpo 83% #2.0
- 03 Okendo 67% #2.8
- 04 LooxYou 33% #2.0
- 05 Shopify 17% #3.0
- 06 Weglot 17% #3.0
Buyers asked. AI answered. Loox was not in it.
Two of the 4 questions where AI recommended other brands. The full report lists every one, with the answer AI gave.
Loox loses most when buyers are shopping for a specific need.
All 6 answers, grouped by what the buyer was trying to do. The full report shows which gaps to close first, and how.
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Shopping for a specific need0 of 1
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Asking for someone like them0 of 1
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Deciding what to look for0 of 1
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Asking which brand to buy1 of 2
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Comparing brands1 of 1
recommending others
- Which of the 0 websites to get Loox onto first
- The questions to win, in the order to win them
- What to publish on Loox's own site and Instagram
We read 6 answers. You have seen two of them.
The rest stays sealed until you open the full report: every brand AI named, every answer word for word, and what to change.
Seven posts, scored on five things.
Read from their seven most recent posts. Each one is scored out of 100 below, with what we saw behind the number.
- 01Visual identity
- 02Hook strength
- 03Format range
- 04Captions & CTAs
- 05Cadence
Where the feed is strong, and where it leaks.
Scores are relative to the posts analysed, not to competitors. That comparison is in the full report.
A 6-colour palette held across 7 posts (consistency 0.21). Recurring marks: pill label that names the post type, real customer reviews used as the visual proof.
Your best post earns 1.6% engagement; the median post 0.8%. The one that landed opened with “Your reviews have never looked this good.”.
3 images, 2 reels across 5 posts. carousels untested.
2 of 5 captions ask the reader to do anything. 0–8 hashtags per post. 34 words on average.
0.2 posts a week between 27 Feb and 4 Aug. Less than one post a week.
Your best post earned 2.7× the engagement of your weakest.
Ranked by engagement rate. What each one did differently is read from the frame and the caption.
All 5 posts, by engagement rate.
One bar per post, in the order they went out. Hover a bar to see its date and rate.
“Your reviews have never looked this good.”, 1.6% ER.
“If you love connecting with shoppers through great design, …”, 0.6% ER.
What makes a post recognisably yours.
Extracted from the frames and captions, not from a brief.
Look
A short headline or pill label sits above a real-looking proof visual such as review cards, a customer photo fan, or an email mockup
Voice
“Speaks straight to the Shopify merchant, pairs a bold claim with an easy next step, and sounds confident rather than salesy.”
Recurring marks
- 01pill label that names the post type
- 02real customer reviews used as the visual proof
- 03short bold headline stating one benefit
What the accounts competing for your audience are doing that you are not.
The scorecard tells you where you stand. The full report tells you against whom, and what to post next week.
See everything else Nayavo doesWhen buyers ask AI about Shopify product review apps, Loox is named in 2 of 6 answers.
Loox is fourth. Judge.me is named almost twice as often.
- 01 Judge.me 100% #1.5
- 02 Yotpo 83% #2.0
- 03 Okendo 67% #2.8
- 04 Loox YOU 33% #2.0
- 05 Shopify 17% #3.0
- 06 Weglot 17% #3.0
Buyers asked. AI answered. Loox was not in it.
Every kind of question, and how often AI named you.
- Shopping for a specific need0 of 1
- Asking for someone like them0 of 1
- Deciding what to look for0 of 1
- Asking which brand to buy1 of 2
- Comparing brands1 of 1
We read 6 answers. You have seen two.
Seven posts, scored on five things.
Visual identityPalette, layout, marks 21
A 6-colour palette held across 7 posts (consistency 0.21). Recurring marks: pill label that names the post type, real customer reviews used as the visual proof.
Fix in full reportHook strengthBest post vs. median 53
Your best post earns 1.6% engagement; the median post 0.8%. The one that landed opened with “Your reviews have never looked this good.”.
Hook formulasFormat rangeReel · Carousel · Image 69
3 images, 2 reels across 5 posts. carousels untested.
Formats to testCaptions & CTAsAsks, hashtags, length 44
2 of 5 captions ask the reader to do anything. 0–8 hashtags per post. 34 words on average.
CTA templatesCadencePosts per week 16
0.2 posts a week between 27 Feb and 4 Aug. Less than one post a week.
Best posting windowsYour best post earned 2.7× the engagement of your weakest.
#1 · 1.6%
A short headline or pill label sits above a real-looking proof visual such as review cards, a customer photo fan, or an email mockup
“Speaks straight to the Shopify merchant, pairs a bold claim with an easy next step, and sounds confident rather than salesy.”