Report: 2026 Holiday Gift Recommendations in AI Search

Key findings

Top 8 insights from the holiday AI answer data

These findings show how AI engines choose the gift products they recommend: which question details change the answer, which websites the engines read, which product details they compare and which retailers they link to. The full report has charts, AI answer examples and actions for each finding.

1. Adding details to the same gift question changes which brands AI recommends

   72% of the time, adding a detail to a gift question (a recipient, a budget or a specific need) changed which brand AI recommended most.

2. Editorial sites are the main source for AI gift answers on all three engines

   73% of AI answers used at least one editorial site: 95% for ChatGPT, 65% for Gemini and 57% for Google AI Overviews.

3. AI compares products using a consistent set of 3 to 5 specs in each category

   94% of AI answers mentioned at least two of the key specs for their product type, such as capacity for air fryers or metal type for jewelry.

4. A few large national retailers (excluding Amazon) appear in the majority of AI answers with shopping links

   68% of ChatGPT and Google AI Overview answers with shopping links, linked to Walmart, Target, Nordstrom, Sephora or Ulta. None of their product offers came from Amazon.

5. AI answers qualify each recommended product with who or what it is best for

   71% of AI answers described who or what a product was best for, such as best overall, best budget or best for small kitchens. In ChatGPT it was 99%.

6. YouTube and Reddit are major sources for Google AI Overviews

   53% of Google AI Overview answers drew on YouTube, Reddit or another social or community platform. For ChatGPT it was 4%.

7. ChatGPT and Gemini read 2026 content and almost nothing older

   96% of the dated pages ChatGPT and Gemini read were from 2026.

8. ChatGPT, Gemini and Google AI Overviews recommend different brands for the same question

   57% of questions led to each engine recommending a different brand most often. All three agreed on only 9% of questions.

Brand leaderboard

The most recommended brand for each product type

Share of the product type’s answers, across all three engines, that named the brand at least once. The full report adds the top five brands and top three products for every product type, category leaderboards and the websites AI used most.

Most-recommended brand in each product type, by share of answers across ChatGPT, Gemini and Google AI Overviews (part 1 of 2). Source: Stellar AEO Labs, 2026 holiday gift AI search study.

Product type	Leading brand	Share of answers
Fitness trackers	Fitbit	92%
Portable Bluetooth speakers	JBL	92%
Building toys	LEGO	90%
Portable tech	Anker	84%
Air fryers	Ninja	80%
Makeup gifts	Rare Beauty	76%
Wireless headphones	Sony	72%
Coffee equipment	AeroPress	70%
Fragrance gift sets	PHLUR	68%
Educational games	Educational Insights	64%

Most-recommended brand in each product type, by share of answers across ChatGPT, Gemini and Google AI Overviews (part 2 of 2). Source: Stellar AEO Labs, 2026 holiday gift AI search study.

Product type	Leading brand	Share of answers
Travel bags	BÉIS	49%
Cookware	Lodge	48%
Outdoor play toys	Stomp Rocket	48%
Everyday handbags	Quince	47%
Everyday jewelry	Ana Luisa	46%
Skincare gift sets	Dermalogica	44%
Facial skincare tools	FOREO	44%
Winter accessories	Smartwool	43%
Arts and crafts kits	Crayola	40%
Home organization gifts	SpaceAid	21%

What brands can do

Top 6 takeaways for e-commerce brands for the holiday season

1. Step 1

   Describe use cases and personas

   Describe who each product suits, the budget it fits and the need it solves, on product pages and in gift guides.

2. Step 2

   Get into editorial gift guides

   Pitch 2026 gift guides early and send products to sites that test them, such as RTINGS, WIRED and Good Housekeeping.

3. Step 3

   State the specs AI compares

   List the 3 to 5 specs shoppers compare in your category, in the same words on your site and at retailers.

4. Step 4

   Keep retailer listings complete

   Check your listings at Walmart, Target, Nordstrom, Sephora and Ulta, and keep your Google Merchant Center feed current.

5. Step 5

   Cover YouTube and Reddit

   Publish product videos and take part in relevant Reddit discussions, the sources Google AI Overviews used most.

6. Step 6

   Update for 2026 and measure each engine

   Put 2026 in gift guide titles and URLs, and track ChatGPT, Gemini and Google AI Overviews / Mode separately.