Bed-in-a-Box Mattresses,
according to AI
Every week we ask ChatGPT, Claude and Gemini the questions real UK consumers ask about bed-in-a-box mattresses — and record exactly which brands they put forward. Right now, DreamCloud owns the conversation.
0 AI answers this run · 0 brands named · measured, never estimated
DreamCloud is the default answer.
Named in 15% of bed-in-a-box mattresses answers, typically in position 2.3. Simba follows at 13%, Emma at 13%.
Every brand AI names, ranked.
Visibility is the share of answers naming the brand; citation share is its slice of all brand-owned pages cited; read→cited is how often its pages convert a read into a citation.
| # | Brand | Visibility | Avg. position | Citation share | Read→cited |
|---|---|---|---|---|---|
| 1 | DreamCloud | 15% | 2.3 | 10% | 20% |
| 2 | Simba | 13% | 2.4 | 7% | 20% |
| 3 | Emma | 13% | 2.9 | 3% | — |
| 4 | Nectar | 10% | 1.7 | 10% | 9% |
| 5 | Silentnight | 5% | 3.0 | 7% | 50% |
| 6 | Helix | 3% | 1.0 | 0% | — |
| 7 | IKEA | 3% | 1.5 | 17% | 33% |
| 8 | Bensons for Beds | 3% | 2.5 | 0% | — |
| 9 | Dreams | 3% | 2.5 | 3% | — |
| 10 | Dormeo | 3% | 4.0 | 13% | 100% |
| 11 | John Lewis | 2% | 1.0 | 3% | 0% |
| 12 | origin | 2% | 1.0 | 0% | 0% |
| 13 | Dusk | 2% | 2.0 | 0% | — |
| 14 | Sealy | 2% | 2.0 | 0% | — |
| 15 | Bear | 2% | 3.0 | 0% | — |
DreamCloud is named most. That is not the same as being wanted.
Being named is visibility. Underneath it, every answer describes a brand in three ways — how much it stands out, how much it belongs, and how much it is returned to. In bed-in-a-box mattresses, Tempur leads attraction at 125 against Gents at 70, indexed on the category at 100.
Each whorl lights one ring per index threshold cleared. See the full bed-in-a-box mattresses desire edition →
Before it answers, it goes looking for Dormeo.
An assistant does not answer from memory alone. It runs its own web searches first, and whoever it searches for is the shortlist it then chooses from. Across 68 searches in bed-in-a-box mattresses, Dormeo is named in 33% of the ones that name a brand at all. ChatGPT Web does not report its searches, so these shares are measured against the ones that do.
These are the assistants' own searches, read from their answers — not what anyone typed into a search engine.
The referees of bed-in-a-box mattresses.
The independent sources AI models cite when answering bed-in-a-box mattresses questions — the places a brand needs to be seen, reviewed and ranked.
Silentnight converts reads into citations. Nectar doesn't.
When Claude or ChatGPT opens a brand's own pages while answering, does the page make the cited-sources list? Silentnight converts 50% of reads; Nectar just 9%. That gap is a content problem, not a visibility problem.
Full data table
| # | Brand | Visibility | Avg. position | Citation share | Read→cited |
|---|---|---|---|---|---|
| 1 | DreamCloud | 15% | 2.3 | 10% | 20% |
| 2 | Simba | 13% | 2.4 | 7% | 20% |
| 3 | Emma | 13% | 2.9 | 3% | — |
| 4 | Nectar | 10% | 1.7 | 10% | 9% |
| 5 | Silentnight | 5% | 3.0 | 7% | 50% |
| 6 | Helix | 3% | 1.0 | 0% | — |
| 7 | IKEA | 3% | 1.5 | 17% | 33% |
| 8 | Bensons for Beds | 3% | 2.5 | 0% | — |
| 9 | Dreams | 3% | 2.5 | 3% | — |
| 10 | Dormeo | 3% | 4.0 | 13% | 100% |
| 11 | John Lewis | 2% | 1.0 | 3% | 0% |
| 12 | origin | 2% | 1.0 | 0% | 0% |
| 13 | Dusk | 2% | 2.0 | 0% | — |
| 14 | Sealy | 2% | 2.0 | 0% | — |
| 15 | Bear | 2% | 3.0 | 0% | — |
Three models. Three different answers.
Ask about bed-in-a-box mattresses and the brand you are shown depends on the assistant: Claude → DreamCloud, Gemini → Emma, ChatGPT → Simba. Their top-five lists share just 22% of names.
Brands whose visibility swings most between models — the bar per model, widest gap on the right.
The data behind this chart
| Brand | Claude | Gemini | ChatGPT | Spread |
|---|---|---|---|---|
| Simba | 5% | 20% | 15% | 15pp |
| DreamCloud | 15% | 20% | 10% | 10pp |
| Nectar | 15% | 10% | 5% | 10pp |
| Emma | 10% | 20% | 10% | 10pp |
| Helix | 10% | 0% | 0% | 10pp |
| Dormeo | 10% | 0% | 0% | 10pp |
| Winkbed | 5% | 0% | 0% | 5pp |
| Brooklyn Bedding | 5% | 0% | 0% | 5pp |
| Tuft & Needle | 5% | 0% | 0% | 5pp |
| Bear | 5% | 0% | 0% | 5pp |
Editorial carry bed-in-a-box mattresses.
Every page AI opened while answering, classified by what kind of page it is. Editorial supply the most citations; category-page convert best — 92% of the ones models opened were actually cited.
The data behind this chart
| Page type | Cited | Read but not cited | Conversion |
|---|---|---|---|
| Editorial | 132 | 34 | 80% |
| How-to guides | 94 | 18 | 84% |
| Comparisons | 65 | 16 | 80% |
| Reviews | 21 | 15 | 58% |
| Listicles | 21 | 7 | 75% |
| Documentation | 14 | 7 | 67% |
| Other | 14 | 28 | 33% |
| category-page | 12 | 1 | 92% |
Structured data is what separates cited from ignored.
Of the bed-in-a-box mattresses pages models actually opened, how much more often each feature's pages ended up in the cited sources. Structured data is worth 5 percentage points; cites its sources pages fare 45pp worse. Measured within the read population, so selection can't flatter it.
The data behind this chart
| Feature | Pages with | Cited % | Pages without | Cited % | Difference |
|---|---|---|---|---|---|
| Structured data | 328 | 78% | 527 | 73% | +5pp |
| Named author | 514 | 76% | 341 | 73% | +3pp |
| Specifications | 85 | 68% | 770 | 76% | -7pp |
| Answer up front | 261 | 69% | 594 | 77% | -8pp |
| Comparison table | 305 | 67% | 550 | 79% | -12pp |
| Updated this year | 321 | 64% | 534 | 81% | -18pp |
| Hard statistics | 200 | 59% | 655 | 80% | -21pp |
| Cites its sources | 46 | 33% | 809 | 77% | -45pp |
origin builds pages AI can quote.
Readiness scores each brand's own pages on the structure models reward — a direct answer up front, tables, hard numbers, named authors, structured data, recency, specifications. Emma is the widest gap: well-built pages that still aren't converting into citations.
| Brand | Readiness | Pages cited | Pages profiled |
|---|---|---|---|
| origin | 43 | 44% | 9 |
| Panda London | 38 | 25% | 4 |
| CoolNest | 35 | 83% | 12 |
| Emma | 35 | 7% | 103 |
| Happy Beds | 33 | 20% | 5 |
| Dreams | 32 | 8% | 13 |
| Silentnight | 31 | 7% | 100 |
| Otty | 28 | 0% | 5 |
| Nectar | 26 | 7% | 97 |
| Tempur | 25 | 60% | 5 |
Readiness is the share of eight measurable structural signals present on a brand's profiled pages. It is a build-quality measure, not a ranking of the brand.
The questions bed-in-a-box mattresses pages have to settle.
Read straight off the pages AI cited: the consumer questions cited content answers most often. Content that fails to settle these is content models have no reason to quote.
Nineteen more categories.
Method: 20 unbranded consumer prompts per category, spread across the buying journey, run weekly against ChatGPT, Claude and Gemini. Read→cited uses Claude and ChatGPT only (Gemini does not separate the two). Correlational observations of model behaviour at the time of the run. Data from the run completed Wed, 02 Sep 2026 05:50:08 GMT.