Esembly
Esemblyesemblybaby.com
25%AI visibility
Missing from the tested prompts

Esembly is not being recommended in this tested buying-moment cluster.

Across the prompts tested in this run, AI is leaning on kangacare.com and other intermediaries instead of Esembly.

Owned citations

0%

Site readiness

71/100

Trust signals

1/6

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Visibility Share %

4 prompts
1
K
KA
Kanga Care
6 mentions
75%
2
A
AL
Alvababy
4 mentions
50%
3
I
IM
Imagine Baby
4 mentions
50%
4
L
LK
LKC and Me
4 mentions
50%
5
T
TH
Thirsties
4 mentions
50%

Top external source

kangacare.com

2 citations captured

Buyer prompt analysis

How AI answers the prompts that shape buying decisions in this category.

cotton cloth diapers1,900/mo

Esembly is missing from this prompt.

Kanga Care and LKC and Me take the recommendation while Esembly stays out of the answer.

ChatGPT
Gemini
Competing: Kanga Care, LKC and Me, Alvababy, Imagine Baby
cloth diaper and inserts1,600/mo

Esembly is missing from this prompt.

Kanga Care and LKC and Me take the recommendation while Esembly stays out of the answer.

ChatGPT
Gemini
thinking-about-cloth-diapers.comCompeting: Kanga Care, LKC and Me, Alvababy, Imagine BabyAI searched: “best cloth diapers 2024
When evaluating cloth diapers and inserts today, several options stand out for their quality, absorbency, ease of use, and sustainable materials.
cloth diaper inserts1,600/mo

Esembly is missing from this prompt.

Thirsties and Geffen Baby take the recommendation while Esembly stays out of the answer.

ChatGPT
Gemini
zephyrhillblog.comCompeting: Thirsties, Geffen Baby, Kinder Cloth Diaper Co., Peachy BabyAI searched: “best cloth diaper inserts recommended
For cloth diaper inserts, several brands and material types are frequently recommended due to their absorbency, trimness, and durability.

Where AI gets its proof

0% of citations come from esemblybaby.com. The rest shape the answer without your input.

1kangacare.com
2 cites
2thinking-about-cloth-diapers.com
1 cite
3zephyrhillblog.com
1 cite

Authority signals

What AI checks before recommending a brand.

Recommendation share25%

1 of 4 answers

Owned citations0%

0 of 4 from esemblybaby.com

Site readiness71

Crawl signals open

Trust signals1/6

Gap: Web mentions

Blockers

No Organization schema
Weak entity footprint

What to fix first

The shortest path to stronger recommendation share.

1

Give AI a page worth citing

0/4 captured citations came from esemblybaby.com. Right now AI still leans on kangacare.com for category proof.

2

Create pages AI can remember

Esembly is not yet stable AI memory. Add comparison pages, clear category explainers, and reusable trust assets that models can come back to.

3

Close the gap against Kanga Care

Kanga Care appears in 3/4 tested prompt clusters. Build comparison and decision-support pages exactly where AI keeps pairing the brands.

4 AI answers captured·4 prompts tested·Observed citations only·Jun 1, 2026

The brand is missing from the answer set.

Build the pages, proof, and trust signals that make Esembly recommendable in AI answers.

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