Stellagent ResearchReport No. 009

Home-Appliance Purchase AI Consultation Survey (July 2026): How far do appliance buyers use AI, and what do they want from retailers' official AI consultation?

A survey of 400 home-appliance buyers from the past six months. 29.5% used AI before purchase, rising to 54.0% including the latent-use segment. Intent to use a retailer's official AI consultation service was 59.0%, and 68.2% among those who considered a retailer but bought elsewhere.

SurveyedJul 21, 2026PublishedJul 23, 2026Conducted byStellagent Inc.FieldsElectronics Retailers / Retail & EC
Key Findings
  1. 01

    Of 400 home-appliance buyers from the past six months, 29.5% "used" AI when gathering information or comparing before purchase; including "thought about using it" and "wished they had," the total reaches 54.0%.

  2. 02

    Intent to use a retailer's official AI consultation service (Top 2) was 59.0% overall. Among those who had already used AI (118) it was 94.9%, and among those who considered a retailer but bought elsewhere (179) it was 68.2% — both above the overall figure.

  3. 03

    83.8% considered a consumer-electronics retailer as a place to buy, but only 44.2% actually purchased there. The most-expected feature of official AI consultation was "checking price/points/stock" at 36.5%.

Survey Overview
Survey name
Survey on retailer touchpoints and AI consultation needs in home-appliance purchases
Target
People who, within the past six months, purchased a new home appliance for themselves or a household member and were involved in gathering information or selecting where to buy
Valid responses
400
Collection date
July 21, 2026
Method
Web survey (Freeasy)
Items collected
Place of purchase, retailer consideration, pre-purchase sources, priorities and concerns, whether/how AI was used, and intent to use and expectations of official AI consultation
Tabulation
Single-answer questions by count and percentage, multiple-answer by number of selectors, branched questions using eligible respondents as the base
Conducted by
Stellagent, Inc.

Survey Summary

Stellagent, Inc. surveyed 400 people who, within the past six months, had purchased a new home appliance and were involved in gathering information or selecting where to buy, asking about pre-purchase information gathering, whether they considered a consumer-electronics retailer, their real-world use of AI consultation, and their intent to use an official AI consultation service offered by a consumer-electronics retailer.

MetricResult
Valid responses400
Collection dateJuly 21, 2026
Used AI29.5%
Used AI / thought about using it / wished they had used it54.0%
Selected AI chat services as a pre-purchase information source19.2%
Selected AI chat services as the most helpful information source8.1%
Intent to use a retailer's official AI consultation service (Top 2)59.0%
Same intent among those who considered a retailer but bought elsewhere (Top 2)68.2%

In the survey, 29.5% of respondents said they had "used" AI such as ChatGPT / Claude / Gemini when gathering information or comparing options before purchase. Including "thought about using it but did not" and "did not use it but wished they had after buying," the total reaches 54.0%, suggesting that in recent home-appliance purchases, AI consultation is beginning to spread as an option at the consideration stage, not only among early adopters.

In addition, when asked whether they would want to use an AI chat consultation service on a retailer's official site or app that lets them check product candidates, prices, stock, delivery and installation, recycling collection, warranties, and in-store consultation guidance all in one place, 59.0% answered "definitely want to use" or "somewhat want to use." Among those who considered a consumer-electronics retailer but ultimately purchased through another channel, this intent rose to 68.2%.

Real-world AI use before home-appliance purchase (n=400) — "Used" is 29.5%, rising to 54.0% including the latent-use segment (Stellagent, Inc. survey, collected July 21, 2026)

The chart above may be reproduced as-is in news coverage, articles, and materials, provided that "Stellagent, Inc. survey" is credited as the source and a link to this page is included.

Background

Home-appliance purchases tend to involve a large amount of information to compare before buying, such as price, specs, reviews, stock, delivery and installation, warranties, and post-purchase support. Especially for high-priced, installation-type appliances such as air conditioners, washing machines, refrigerators, and televisions, decisions are shaped not only by comparing the products themselves but also by the service terms of each place of purchase.

Meanwhile, consumers' information-gathering methods have expanded beyond search engines, EC marketplaces, price-comparison sites, video, social media, and in-store staff to include AI chat services. When AI becomes an entry point that organizes a user's desired conditions and compares multiple products and sellers, a new customer-acquisition challenge for retailers is deciding which information their official site or app makes available for AI to handle.

In this survey, we asked people who had purchased a home appliance within the past six months about their actual place of purchase, the information sources they used before buying, whether they used AI, the situations in which they used AI, and their intent to use an official AI consultation service offered by a consumer-electronics retailer.

Survey Method

ItemContent
Survey nameSurvey on retailer touchpoints and AI consultation needs in home-appliance purchases
Conducted byStellagent, Inc.
OperatorStellagent
MethodWeb survey
ToolFreeasy
Collection dateJuly 21, 2026
Valid responses400
TargetPeople who, within the past six months, purchased a new home appliance for themselves or a member of their household and were involved in gathering information or selecting where to buy
Selection / recruitment criteriaScreening confirmed recent new-appliance purchase experience and involvement in information gathering, product comparison, seller selection, or payment/ordering
Purchase answered aboutThe one purchase, among new appliances bought within the past six months, in which the respondent was most involved in gathering information or comparing
TabulationSingle-answer questions by count and percentage, multiple-answer questions by number of selectors, and branched questions using eligible respondents as the base

This survey was conducted as a web survey using Freeasy. The collection date was July 21, 2026, and there were 400 valid responses. Screening confirmed that respondents had purchased a new home appliance within the past six months and had been involved in gathering information, comparing products, selecting where to buy, or paying/ordering. Respondents were asked to recall the one new appliance, purchased within the past six months, in which they were most involved in gathering information or comparing, and to answer the main questions about that purchase.

For tabulation, individual raw responses and simple tabulations were exported from Freeasy as CSV and stored together with the question wording and options. Single-answer questions were tabulated by count and percentage for each option, multiple-answer questions by the number of selectors for each option, and branched questions using eligible respondents as the base. Percentages are rounded to one decimal place (rounding at the second decimal). The figures in this report were calculated by cross-checking the individual responses of 400 people collected via Freeasy against the simple tabulations.

Excluding respondents who met the screening's out-of-scope conditions, we analyzed the 400 valid responses. No additional exclusions or re-fielding were carried out after collection. Regarding ethics and privacy, personally identifiable information is not included in this public report. Free-text responses are not quoted in the body of this report.

In this survey, "AI chat services" refers to AI services that answer questions posed in natural language, such as ChatGPT, Gemini, Claude, Copilot, and Perplexity. On the web survey, because of branching, "reasons for buying at a consumer-electronics retailer" and "reasons for not buying at a consumer-electronics retailer" were set as separate questions, so the question numbers in the tabulated data run from Q1 to Q13.

The exact wording and response options shown to respondents are provided in the Full Questionnaire at the end of this article.

Respondent Profile

Of the 400 valid responses, the breakdown was 235 men (58.8%) and 165 women (41.2%). By age, there were 81 people in their 20s (20.3%), 102 in their 30s (25.5%), 111 in their 40s (27.8%), and 106 in their 50s (26.5%). Age was taken from Freeasy's base attributes and was not asked as a question.

AttributeCategoryCountPercentage
GenderMale23558.8%
GenderFemale16541.2%
Age20s8120.3%
Age30s10225.5%
Age40s11127.8%
Age50s10626.5%

The appliances answered about were: PCs, tablets, and peripherals 17.8%, air conditioners 13.0%, vacuum/robot vacuum cleaners 12.5%, washing machines/clothes dryers 9.3%, other appliances 9.3%, microwave/oven ranges 8.5%, refrigerators/freezers 8.0%, televisions 7.5%, rice cookers 7.0%, beauty/health appliances 5.5%, and dishwashers 1.8%.

"Used" AI before home-appliance purchase is 29.5%, rising to 54.0% including the latent-use segment

When 400 people who had bought a home appliance within the past six months were asked whether they used AI such as ChatGPT / Claude / Gemini when gathering information or comparing before purchase, 29.5% said "used it."

"Thought about using it but did not" was 15.3%, and "did not use it but wished I had after buying" was 9.3%. Combining these as "used AI / thought about using it / wished they had used it" gives 54.0%.

AnswerCountPercentage
Used it11829.5%
Thought about using it but did not6115.3%
Did not use it but wished I had after buying379.3%
Did not use it and had no intention of using it15037.5%
Did not know about AI348.5%

AI users' purposes were led by product comparison, model/spec consultation, and organizing reviews

When the 118 people who used AI were asked how they used it, "compared multiple products" was 52.5%, "asked about a model/spec that suits me" was 51.7%, and "organized word of mouth/reviews" was 44.9%.

How AI was used (multiple answers; base is the 118 people who used AI)

How AI was usedCountPercentage
Compared multiple products6252.5%
Asked about a model/spec that suits me6151.7%
Organized word of mouth/reviews5344.9%
Asked about price levels or how to buy cheaply3933.1%
Compared sellers3630.5%
Asked about warranty/repair/support2823.7%
Asked about delivery/installation/carry-in2319.5%

AI users' purposes extended beyond the early stage of product selection to price levels, seller comparison, and organizing reviews. For retailers, this means product information, price and stock information, and review and comparison information need to be maintained on the assumption that they will be referenced via AI.

Intent to use a retailer's official AI consultation service is 59.0%

When asked whether they would want to use an AI chat consultation service on a retailer's official site or app that lets them enter desired conditions in natural language and check product candidates, prices, stock, delivery and installation, collection, warranties, and in-store consultation guidance all at once, and even complete payment, 27.5% said "definitely want to use" and 31.5% said "somewhat want to use." The Top 2 total is 59.0%.

AnswerCountPercentage
Definitely want to use11027.5%
Somewhat want to use12631.5%
Neither10025.0%
Would rather not use184.5%
Do not want to use at all4611.5%

Among the 118 people who used AI, the Top 2 intent to use an official AI consultation service was 94.9%. Meanwhile, even among the 282 people who did not use AI, the Top 2 was 44.0%. Not only current AI users but also non-AI-users showed a certain level of intent when the service is offered as a retailer's official service.

SegmentBaseIntent (Top 2)Percentage
Overall40023659.0%
People who used AI11811294.9%
People who did not use AI28212444.0%
People who considered a retailer but bought elsewhere17912268.2%

Intent to use a retailer's official AI consultation service (Top 2) by segment — against 59.0% overall, AI users reach 94.9% and those who left after considering a retailer reach 68.2% (Stellagent, Inc. survey, collected July 21, 2026)

The chart above may be reproduced as-is in news coverage, articles, and materials, provided that "Stellagent, Inc. survey" is credited as the source and a link to this page is included.

Expectations of official AI consultation were led by checking price/stock, product suggestions, and explaining differences

When asked what they would expect from a retailer's official AI consultation service, "checking price/points/stock" was highest at 36.5%, followed by "suggesting products that match desired conditions" at 32.8% and "explaining differences among multiple products" at 27.5%.

What is expected of an official AI consultation service (multiple answers; base 400)

ExpectationCountPercentage
Checking price/points/stock14636.5%
Suggesting products that match desired conditions13132.8%
Explaining differences among multiple products11027.5%
Explaining differences in warranty/repair/support9724.2%
Checking the total including delivery/installation fees9323.2%
Guidance on old-appliance collection/recycling8922.2%
Presenting checkpoints for whether it can be installed at home8421.0%
Checking delivery date/lead time7819.5%
Guidance to the purchase page6416.0%
Booking a consultation with in-store staff5112.8%
Nothing in particular expected8320.8%

Beyond general product recommendations, an official AI consultation service is expected to confirm information directly tied to purchase decisions, such as price, points, and stock. Expectations also extended to the service information retailers hold, such as warranty and support, delivery and installation fees, and collection and recycling.

Consumer-electronics retailers are considered, but at final purchase a segment flows to other channels

Before purchase, 83.8% considered a retailer's store or official online shop as a place to buy. Meanwhile, 44.2% ultimately purchased at a retailer's store or official online shop.

MetricCountPercentage
Considered a retailer as a place to buy33583.8%
Purchased at a retailer's store or official online shop17744.2%
Considered a retailer but bought elsewhere17944.8%

Of the 335 people who considered a retailer, 179 ultimately purchased outside a retailer, which is 53.4% of those who considered one. In this segment, the Top 2 intent to use an official AI consultation service was 68.2%.

When the 223 people who ultimately purchased outside a retailer were asked their reasons, the top ones were "wanted to complete the purchase online" 28.7%, "going to the store was a hassle" 25.1%, "another seller was cheaper" 23.8%, and "reviews/information on EC marketplaces or manufacturer official sites were more helpful" 20.2%. These 223 people include, in addition to the 179 who left after considering a retailer, a segment that never had a retailer as a candidate in the first place.

Reasons for not buying at a consumer-electronics retailer (multiple answers; base is the 223 who bought outside a retailer)

Reason for not buying at a retailerCountPercentage
Wanted to complete the purchase online6428.7%
Going to the store was a hassle5625.1%
Another seller was cheaper5323.8%
Reviews/information on EC marketplaces or manufacturer official sites were more helpful4520.2%
The item I wanted was out of stock or hard to find3616.1%
Another seller's points/campaign were better3314.8%

These results show that while consumer-electronics retailers are easily included as purchase candidates, buyers may flow to other channels over online completeness, price, the clarity of reviews and information, and the ease of finding stock.

AI chat services are 19.2% as a pre-purchase source and 8.1% as the most helpful source

The information sources used for pre-purchase gathering and comparison were led by "search engine" 35.0%, "price-comparison site" 33.8%, "EC marketplace product pages/reviews" 31.0%, "manufacturer official site" 30.0%, and "retailer's in-store staff" 30.0%. "AI chat services" was 19.2%. The table below excerpts the top items and AI chat services.

Sources used before purchase (main items excerpted; multiple answers; base 400)

SourceCountPercentage
Search engine14035.0%
Price-comparison site13533.8%
EC marketplace product pages/reviews12431.0%
Manufacturer official site12030.0%
Retailer's in-store staff12030.0%
Retailer's official site/app11328.3%
AI chat services7719.2%

The most helpful source in deciding a purchase was led by "retailer's in-store staff" 20.1%, "price-comparison site" 14.8%, and "EC marketplace product pages/reviews" 13.4%. "AI chat services" was 8.1%. This question uses the 358 people who did some pre-purchase information gathering as its base.

While AI chat services currently have a lower usage rate as a primary information source than search engines or price-comparison sites, they are beginning to have a certain presence as a means of pre-purchase comparison and consultation.

Implications for Businesses

The implication for consumer-electronics retailers is that the entry point of purchase is expanding to the "ask AI" stage, before buyers reach the store or official EC. AI is used for product comparison and organizing reviews, and maintaining official-site product information, comparison axes, stock, prices, reviews, and purchase paths in a form that AI can easily interpret becomes a condition for being chosen at that entry point.

What an official AI consultation service is asked to do is not merely general product recommendation but to connect price, points, and stock, product differences, and guidance to the purchase page. In particular, the segment that considered a retailer but purchased through another channel has higher-than-average intent to use official AI consultation and can be expected to serve as a re-engagement point for lapsed buyers. At the same time, in-store staff still have significant influence, so rather than replacing in-store service, official AI consultation more realistically serves to bridge from organizing pre-purchase conditions to in-store consultation and the purchase page.

Notes on This Survey

  • This survey is a web survey of Freeasy panel members and does not perfectly represent all home-appliance buyers across Japan.
  • Responses are self-reported regarding purchase experience within the past six months. Purchase timing, purchase amounts, actual browsing history, and AI-use history were not verified against external logs.
  • Whether respondents used AI chat services may be affected by how much they recognize ChatGPT / Claude / Gemini and the like as AI.
  • Because comparisons by appliance category have small bases, this report focuses mainly on overall trends.
  • Respondents range from their 20s to their 50s and do not include those aged 60 or over. The home-appliance purchasing behavior and receptivity to AI consultation of the senior segment are outside the scope of this survey.
  • This survey is based on responses as of July 21, 2026. The spread of AI services, retailers' official site/app features, and purchasing behavior may change in the future.
  • Product and service names in this report are trademarks or registered trademarks of their respective companies.

Revision History

  • July 23, 2026: First published

Full Questionnaire

Below is the full text and options of the screening and main questions actually presented to respondents. Question numbers correspond to the tabulated data (Q1 to Q13).

Screening

SC1. Within the past six months, did you purchase a new home appliance for yourself or a member of your household?

  1. Purchased
  2. Considered but did not purchase
  3. Purchased used items only
  4. Did not purchase

SC2. In purchasing that appliance, were you involved in any of gathering information, comparing products, selecting where to buy, or paying/ordering?

  1. I was mainly involved myself
  2. I was involved together with family or housemates
  3. I was involved only partly
  4. I was hardly involved myself

Main Questions

Q1. Among the new appliances you purchased within the past six months, please choose the one in which you were most involved in gathering information or comparing.

  1. Air conditioner
  2. Washing machine / clothes dryer
  3. Refrigerator / freezer
  4. Television
  5. Vacuum / robot vacuum cleaner
  6. Microwave / oven range
  7. Dishwasher
  8. Rice cooker
  9. Beauty / health appliance
  10. PC / tablet / peripherals
  11. Other appliance

Q2. Where did you ultimately purchase that appliance?

  1. Consumer-electronics retailer store
  2. Consumer-electronics retailer's official online shop
  3. EC marketplace such as Amazon, Rakuten Ichiba, or Yahoo! Shopping
  4. Manufacturer's official online shop
  5. A store other than a consumer-electronics retailer, such as a home center or furniture store
  6. A shop accessed via a price-comparison site
  7. Do not remember
  8. Another online shop
  9. Other

Q3. Before purchasing that appliance, did you consider a consumer-electronics retailer's store or official online shop as a place to buy?

  1. Considered both the store and the official online shop
  2. Considered the store only
  3. Considered the official online shop only
  4. Did not consider
  5. Do not remember

Q4. Please select everything you used for gathering information or comparing before purchase.

  1. Search engine
  2. Retailer's official site / app
  3. Manufacturer's official site
  4. EC marketplace product pages / reviews
  5. Price-comparison site
  6. Video such as YouTube
  7. Social media
  8. Blogs, review articles, comparison articles
  9. Retailer's in-store staff
  10. Family / friends / acquaintances
  11. AI chat services
  12. Other
  13. Did not gather information in particular

Q5. Please choose the single most helpful source in deciding your purchase.

  1. Search engine
  2. Retailer's official site / app
  3. Manufacturer's official site
  4. EC marketplace product pages / reviews
  5. Price-comparison site
  6. Video such as YouTube
  7. Social media
  8. Blogs, review articles, comparison articles
  9. Retailer's in-store staff
  10. Family / friends / acquaintances
  11. AI chat services
  12. Other

Q6. Please select everything you prioritized when choosing that appliance.

  1. Low product price
  2. Points / campaigns
  3. Features / performance
  4. Word of mouth / reviews
  5. Fast stock / delivery
  6. Delivery / installation service
  7. Whether it fits the carry-in route or installation location
  8. Old-appliance collection / recycling support
  9. Long-term / extended warranty
  10. Being able to consult in-store staff or experts
  11. Post-purchase repair / support
  12. Other

Q7. Please select everything you were anxious about before or at the time of purchase.

  1. Not knowing which model to choose
  2. Not knowing whether the price is reasonable
  3. Not knowing whether it can be installed / carried into the home
  4. The total including delivery / installation fees being hard to understand
  5. The method of collecting / recycling the old appliance being hard to understand
  6. Differences in warranty or repair support being hard to understand
  7. Too many reviews to judge
  8. Not knowing where to buy
  9. Stock / delivery time being hard to understand
  10. Other
  11. No particular anxiety

Q8. Please select everything that was a reason you ultimately purchased at a consumer-electronics retailer.

  1. The price was acceptable
  2. The points / campaign were good
  3. I could check the actual item
  4. I could consult in-store staff
  5. Delivery / installation was easy to entrust
  6. Old-appliance collection / recycling was easy to request
  7. The long-term / extended warranty was good
  8. Post-purchase repair / support seemed easy to consult
  9. It was a store / site I always use
  10. Other

Q9. Please select everything that was a reason you ultimately did not purchase at a consumer-electronics retailer.

  1. Another seller was cheaper
  2. Another seller's points / campaign were better
  3. The item I wanted was out of stock or hard to find
  4. The total including delivery / installation fees was hard to understand
  5. The collection / recycling terms were hard to understand
  6. Differences in warranty or support were hard to understand
  7. Going to the store was a hassle
  8. I wanted to complete the purchase online
  9. Reviews / information on EC marketplaces or manufacturer official sites were more helpful
  10. I did not think of a consumer-electronics retailer as a place to buy
  11. Other
  12. No particular reason

Q10. In gathering information or comparing before purchasing that appliance, did you use AI such as ChatGPT / Claude / Gemini?

  1. Used it
  2. Thought about using it but did not
  3. Did not use it but wished I had after buying
  4. Did not use it and had no intention of using it
  5. Did not know about AI

Q11. How did you use AI such as ChatGPT / Claude / Gemini?

  1. Asked about a model / spec that suits me
  2. Compared multiple products
  3. Asked about price levels or how to buy cheaply
  4. Compared sellers
  5. Asked about delivery / installation / carry-in
  6. Asked about warranty / repair / support
  7. Organized word of mouth / reviews
  8. Other

Q12. If a retailer's official site or app had an AI chat consultation service where entering your desired conditions in natural language lets you check product candidates, prices, stock, delivery and installation, collection, warranties, and in-store consultation guidance all at once, and even complete payment, would you want to use it in the future?

  1. Definitely want to use
  2. Somewhat want to use
  3. Neither
  4. Would rather not use
  5. Do not want to use at all

Q13. Please select everything you would expect from a retailer's official AI chat consultation service.

  1. Suggesting products that match desired conditions
  2. Explaining differences among multiple products
  3. Checking price / points / stock
  4. Checking delivery date / lead time
  5. Presenting checkpoints for whether it can be installed at home
  6. Checking the total including delivery / installation fees
  7. Guidance on old-appliance collection / recycling
  8. Explaining differences in warranty / repair / support
  9. Booking a consultation with in-store staff
  10. Guidance to the purchase page
  11. Other
  12. Nothing in particular expected
Citation

You are free to cite or reproduce the findings of this report in articles, media coverage, and other materials, provided that you credit “Stellagent Inc.” as the source and include a link to this page.

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