Alexa for Shopping Intelligence
100,000prompts tested
Across categoriesOverall study scope

Tested exclusively on desktopAmazon home-page context

Alexa for Shopping Home.

See which brands and sources appeared in home shopping answers. Open a response to follow the product groups and the reasons Alexa gave for each option.

Explore the responses See cited sources

Home findings use completed captured answers. Product-card evidence is limited to Kitchen & Dining and Bedding; missing evidence elsewhere does not mean zero visibility.

Most observed brand profiles

Brand profiles appearing most often in Home.

Ranked first by the number of eligible Home answers containing the profile. Ties are broken by appearance rate, then reciprocal placement score.

Why Amazon Basics ranks #1—and what every number means

Amazon Basics ranks first because it appears in the most eligible captured answers in Home. Bedsure's appearance rate is 42.6%, compared with 23.9% for Amazon Basics. Each percentage uses that profile's own eligible opportunity set. Rank reflects the total answers containing the profile, so a higher appearance percentage does not necessarily mean a higher rank.

Answers containing the profile
This is the primary ranking measure. It counts eligible captured answers recorded as containing the profile in the separate answer-footprint dataset.
Appearance rate
Answers containing the profile divided by that profile's eligible opportunity set. The denominator can differ by profile, so this is context—not the primary ordering measure. It breaks a tie in answer count.
Placement tie-breaker
If both answer count and appearance rate are tied, earlier placement when the profile appears breaks the tie. The underlying placement calculation is preserved without adding another score to this view.
  1. 01
    Amazon BasicsAnswer-footprint profile label
    23.9%appearance rate within this profile's eligible answers
    Open brand profile
  2. 02
    BedsureAnswer-footprint profile label
    42.6%appearance rate within this profile's eligible answers
    Open brand profile
  3. 03
    OXOAnswer-footprint profile label
    32.8%appearance rate within this profile's eligible answers
    Open brand profile
  4. 04
    RubbermaidAnswer-footprint profile label
    70.7%appearance rate within this profile's eligible answers
    Open brand profile
  5. 05
    CuisinartAnswer-footprint profile label
    36.9%appearance rate within this profile's eligible answers
    Open brand profile
  6. 06
    QueenAnswer-footprint profile label
    27.5%appearance rate within this profile's eligible answers
    Open brand profile
  7. 07
    BeckhamAnswer-footprint profile label
    26.2%appearance rate within this profile's eligible answers
    Open brand profile
  8. 08
    PyrexAnswer-footprint profile label
    39.8%appearance rate within this profile's eligible answers
    Open brand profile
  9. 09
    CoopAnswer-footprint profile label
    50.4%appearance rate within this profile's eligible answers
    Open brand profile
  10. 10
    NordicAnswer-footprint profile label
    51.5%appearance rate within this profile's eligible answers
    Open brand profile

These rankings use observed answer counts, not a combined weighted score. The detailed Brand report uses a separate, title-matched dataset. “Open brand profile” links to an exact same-name profile in the same benchmark; this is not a verified identity match. Where no exact match exists, browse the category’s profiles instead.

Explore detailed brand profiles →

Citation landscape

Sources Alexa cited in Home.

See the domains that recur across sourced answers, then choose a category for a closer view.

Read the denominator first: “sourced answers” means accepted Home answers with at least one recorded source in citation positions 1–5—not every answer in the capture. Each percentage is the share of those sourced answers that cited the domain at least once. One answer can cite several domains, so percentages overlap and do not sum to 100%.

What this means

Should I create content for goodhousekeeping.com because it appears in 8.5%?

No—not from this chart alone. goodhousekeeping.com appears in 8.5% of sourced Home answers, not all Home answers. A recorded citation belongs to the response; it is not necessarily evidence for one specific product or claim.

Recurrence does not prove that Alexa prefers the publisher, that the source caused a product to appear or rank, or that publishing there will improve visibility.

How should I use this signal?

Use it as a research lead. Open the citing response and the source page first; the dataset does not connect a citation to a specific shelf, product, or claim. After inspection, decide whether there is a real evidence gap you can address on your own product pages, through credible third-party coverage, or not at all. Do not create content on a domain solely because its percentage is high.

Across Home

Most recurring domains

  1. 01
    goodhousekeeping.com
    8.5%of sourced answers
  2. 02
    bonappetit.com
    8.2%of sourced answers
  3. 03
    forbes.com
    7.5%of sourced answers
  4. 04
    americastestkitchen.com
    7.0%of sourced answers
  5. 05
    thekitchn.com
    5.9%of sourced answers
  6. 06
    homeprettify.com
    5.8%of sourced answers
  7. 07
    accio.com
    5.3%of sourced answers
  8. 08
    seriouseats.com
    4.4%of sourced answers
Category view

Kitchen & Dining

  1. 01
    bonappetit.com
    13.4%of sourced answers
  2. 02
    americastestkitchen.com
    11.5%of sourced answers
  3. 03
    thekitchn.com
    9.6%of sourced answers
  4. 04
    homeprettify.com
    8.8%of sourced answers
  5. 05
    accio.com
    7.1%of sourced answers

Answer mix

What kind of answer did the shopper get?

The mix of response types across all valid Home answers in the capture. The smaller percentage beneath each bar shows how often that response type included product cards.

60.2%recommendation response-type share
recommendation60.2%
43.4% contain visible product cards
clarification20.8%
64.4% contain visible product cards
comparison13.2%
90.3% contain visible product cards
deals5.8%
93.6% contain visible product cards

Product groups

How Alexa organized the options.

Alexa groups products around needs such as value, ingredients or everyday use. These groups are called semantic shelves. See which themes appeared most often and where they sat in the answer.

31.3%largest shelf-family share
01
Product, form & curated discovery63.4% of card-bearing answers
31.3%
02
Price, value & offer37.2% of card-bearing answers
22.9%
03
Size, capacity & compatibility20.0% of card-bearing answers
13.2%
04
Material & construction16.6% of card-bearing answers
10.9%
05
Room, task & use case16.6% of card-bearing answers
8.5%
06
Feature & performance8.1% of card-bearing answers
4.0%
07
Safety, accessibility & household fit6.5% of card-bearing answers
3.0%
08
Proof, warranty & reliability5.6% of card-bearing answers
2.9%
09
Style, color & design3.5% of card-bearing answers
1.6%
10
Durability, care & maintenance3.1% of card-bearing answers
1.4%
11
Availability, assembly & installation0.9% of card-bearing answers
0.4%
Product/form discovery30.2%61.8% response reach
Spend/value22.9%37.2% response reach
Size/compatibility13.2%20.0% response reach
Material/construction10.9%16.6% response reach
Room/task8.5%16.6% response reach
Feature/performance4.0%8.1% response reach
Safety/household3.0%6.5% response reach
Confidence/proof2.9%5.6% response reach
Style/design1.6%3.5% response reach
Durability/care1.4%3.1% response reach
Open curation1.1%2.6% response reach
Access/install0.4%0.9% response reach
Specific heading intentMissionShelf shareFirst-shelf rate
Product type and formProduct/form discovery30.2%60.0%
Budget or under-price thresholdSpend/value12.3%53.1%
Material, finish, and constructionMaterial/construction10.9%34.9%
Size, capacity, and footprintSize/compatibility10.4%31.2%
Premium and upgrade tierSpend/value8.7%8.8%
Household task and routineRoom/task6.1%41.8%
Functional performanceFeature/performance2.8%23.3%
Fit and compatibilitySize/compatibility2.8%31.9%
Room and space fitRoom/task2.4%35.3%
Safety and household suitabilitySafety/household2.2%24.7%
Deals, sale, and discountSpend/value1.9%56.3%
Warranty and reliabilityConfidence/proof1.6%27.5%
Style, color, and aestheticStyle/design1.6%18.8%
Durability and maintenanceDurability/care1.4%33.9%
Top-rated and popularConfidence/proof1.2%45.3%
Smart and convenience featuresFeature/performance1.2%44.2%
Best overallOpen curation1.1%87.2%
Accessible and easy operationSafety/household0.8%44.4%
Assembly and installationAccess/install0.3%50.0%
Availability and deliveryAccess/install0.1%20.0%

Product rationale

The reasons Alexa gave.

A product rationale is the short visible explanation or description attached to a product card in Alexa's answer. Choose a theme below to read examples from the capture.

Inside an Alexa answerExample
01Semantic shelf

For Your Twin 2-Year-Old Girls

02Product cardMelissa & Doug Take-Along Wooden Toy BarnProduct title, abridged
03Product rationale
Melissa & Doug wooden take-along farm barn with 10 animal pieces — perfect for sorting, shape recognition, and on-the-go play

Simplified reconstruction of the supplied example. The rationale is quoted from the historical capture; shopping controls and offer details are omitted.

Three parts of the answer

Where the product rationale appears.

01Semantic shelf
A themed group within an answer. “For Your Twin 2-Year-Old Girls” names the shopper context that organizes these products.
02Product card
In Alexa, the item box contains the image, title, rating, price, delivery details and shopping controls. This simplified example shows only its title. The explanation appears beneath the card.
03Product rationale
The sentence beginning “Melissa & Doug wooden take-along farm barn…” connects the toy’s animal pieces to sorting, shape recognition and on-the-go play. That visible explanation is what this site calls a product rationale.

How to interpret it. Product rationales are analyzed as post-selection wording: they show how Alexa described a displayed product’s fit. They do not reveal why a product was selected or ranked, and their claims are not independently verified.

S = reconstructed shelf order across the answer. P = product order within a shelf. P numbering restarts in every shelf; overall position counts every product card from the top of the full answer.

Selected product rationale theme

Material & construction

45.3% of visible product rationales+4.3 pp P1 difference

A restaurant-grade favorite with 10,800+ reviews and a 4.6 rating — NSF-certified, heavy-gauge aluminum for even heating, with a lifetime warranty. A stellar choice for rental use.

Tramontina Professional 10-Inch Non Stick Frying Pan | Heavy-Gauge Aluminum Skillet with Reinforced Nonstick Coating, Red Handle, Dishwasher and Oven Safe, Made in Brazil · S1 / Overall shelf space 1 / P1

Professional-grade 12" pan with reinforced triple-layer nonstick and NSF certification — great for larger meals, oven safe to 400°F, and dishwasher safe.

Tramontina Professional 12-Inch Non Stick Large Frying Pan | Heavy-Gauge Aluminum Skillet with Reinforced Nonstick Coating, Gray Handle, Dishwasher and Oven Safe · S1 / Overall shelf space 2 / P2

Cook's Illustrated's highest-rated nonstick skillet with 17,000+ reviews — PFAS-free diamond-reinforced ceramic coating, hard-anodized, and oven safe to 430°F.

OXO Enhanced 12" Frying Pan Skillet, PFAS-Free Ceramic Nonstick, Durable Hard Anodized Cookware, Scratch Resistant, Stainless Steel Handle, Good Grips, Dishwasher & Oven safe, Black · S2 / Overall shelf space 4 / P1

Mentioned attributes

Material or construction43.2%

Price, discount, or bundle38.5%

Dimensions, capacity, or size34.5%

Safety or accessibility feature25.8%

Feature or performance specification16.8%

Care or maintenance property15.8%

Assembly, installation, or portability11.7%

Claimed outcomes

Safer household use25.8%

Value or longer useful life25.3%

Style or room enhancement18.7%

Better cooking or serving performance17.8%

Simpler setup, cleaning, or maintenance14.8%

Improved comfort or support14.8%

Easier storage or organization11.6%

Protection from moisture, weather, or damage4.0%

Use cases

Bedroom, bedding, or sleep20.4%

Kitchen cooking, baking, or dining18.4%

Rental, apartment, or small space12.4%

Family, kids, pets, or seniors11.7%

Storage, laundry, or organization10.6%

Safety, access, or utility task3.0%

Living room, office, or furniture1.1%

Patio, garden, grilling, or outdoor0.5%

Bathroom or personal routine0.2%

Product order

What was different about the first product?

Compare the first product inside each group (P1) with the products after it. These are observed differences among products shown, not proof that any one feature caused the order.

86.8%multi-card shelf rate

S = reconstructed shelf order across the answer. P = product order within a shelf. P numbering restarts in every shelf; overall position counts every product card from the top of the full answer.

Review depth

P16,618

Later4,000

100.0% P1 availability · 100.0% later-position availability
Bought-past-month velocity

P11,000

Later900

80.8% P1 availability · 59.5% later-position availability
Star rating

P14.6

Later4.6

100.0% P1 availability · 100.0% later-position availability
Current price

P1$29.99

Later$31.99

100.0% P1 availability · 100.0% later-position availability
Discount depth

P120%

Later20%

24.1% P1 availability · 18.1% later-position availability
Within-shelf positionCard shareRatingReviewsVelocityPriceProof language
P133.9%4.65,7491,000$31.1343.7%
P229.5%4.63,935900$31.4431.6%
P317.3%4.63,599900$29.9929.8%
P45.9%4.63,217900$32.9931.4%
P53.5%4.66,000900$32.9630.0%
P62.9%4.65,000650$30.9312.9%
P72.2%4.66,0003,000$29.990.0%
P82.2%4.64,0002,000$33.500.0%
P91.3%4.64,000550$34.990.0%
P101.3%4.64,000Unavailable$34.980.0%
P1 vs P2100.0%of multi-card shelves · review median 6,618 vs 3,935
P1 vs P358.8%of multi-card shelves · review median 9,714 vs 3,599
P1 vs P420.1%of multi-card shelves · review median 11,194 vs 3,217
P1 vs P511.9%of multi-card shelves · review median 14,000 vs 6,000
P1 vs P69.8%of multi-card shelves · review median 14,000 vs 5,000
P1 vs P77.5%of multi-card shelves · review median 14,000 vs 6,000
P1 vs P87.5%of multi-card shelves · review median 14,000 vs 4,000
P1 vs P94.4%of multi-card shelves · review median 14,000 vs 4,000
P1 vs P104.3%of multi-card shelves · review median 14,000 vs 4,000
Exact headingMatched shelf shareP1 reviewsLater reviewsP1 proof
Unheaded product list14.7%14,0005,00042.8%
Best Value Picks2.3%18,02810,39269.0%
Budget-Friendly Picks1.0%15,0164,13963.2%
Best Value Sets0.7%3,3472,79764.0%
Premium Picks0.6%1,07145915.0%
Budget-Friendly Options0.4%11,5944,43714.3%
Best Value Deals0.3%3,2883,19058.3%
Mid-Range Picks0.3%6,4221,71650.0%
Best Overall Picks0.3%35,0677,54372.7%
Mid-Range Options0.2%8,4021,15812.5%
Premium Options0.2%1,96928912.5%
Best for Allergy Protection0.2%4,4236,574100.0%
Budget-Friendly Picks (Under $25)0.2%23,6114,76666.7%
Great Value Sets0.2%6,1054,59633.3%
Premium Cotton Options0.1%1,4614,63440.0%

Wording overlap

Did the answer repeat what the shopper asked for?

These measures track shared words across the question, product-group headings, cards and product rationales. Shared wording can help describe a response, but does not measure full understanding or prove what caused a ranking.

12.2%average lexical overlap
How is this average calculated?

Average lexical overlap is the simple, unweighted average of the 7 mean normalized-term coverage rates shown below. Each rate uses its own evaluable shelf, card, or product rationale records, so larger cohorts do not receive more weight and this is not a pooled corpus percentage.

We add the 7 displayed coverage percentages and divide by 7. In this view: (6.0 + 21.9 + 20.2 + 10.1 + 16.3 + 4.1 + 7.2) ÷ 7 = 12.2%. Each displayed metric has equal weight. The result describes shared words after normalization; it does not judge whether two phrases mean the same thing.

ShelfQuery to heading relevance6.0%Share of normalized query terms repeated in the reconstructed heading.
CardQuery to card relevance21.9%Share of normalized query terms repeated in the visible title and recommendation product rationale.
CardHeading to card relevance20.2%Share of normalized heading terms repeated in the visible title and recommendation product rationale.
Product rationaleProduct rationale to query relevance10.1%Share of normalized query terms repeated in the visible recommendation product rationale.
Product rationaleProduct rationale to heading relevance16.3%Share of normalized heading terms repeated in the visible recommendation product rationale.
CardConstraint evidence coverage4.1%Share of normalized hard-constraint terms visibly echoed by the title or product rationale. This is evidence coverage, not a verified pass rate.
CardSituation and use-case bridge7.2%Share of normalized shopper-situation terms visibly echoed by the title or product rationale.

Response explorer

See what Alexa showed in Home.

Choose a shopper’s question. Read the product groups in order, see the products inside each one, and check the reasons and sources Alexa gave.