
New Gracenote study finds behavioral change well underway, but trust in AI-generated results has not kept pace
NEW YORK, April 8, 2026 - Gracenote, the content intelligence business unit of Nielsen, has examined how AI is changing the ways people find and watch entertainment content in a new report titled TV Search and Discovery in the AI Era. As adoption of AI-powered entertainment experiences grows - especially among older Gen Alpha respondents (ages 13 and 14) - trust in chatbot-generated responses to content-related queries is lagging.
Gracenote found that usage of chatbots for a range of purposes is gaining traction across generations, with 66% reporting increased use over the past 12 to 18 months. Among Gen Alpha, that figure rises to 80%, and more than half say they use chatbots daily.
That momentum is already shaping how this group discovers entertainment. When asked to name the best source for TV and movie recommendations, 49% of Gen Alpha chose web- and app-based AI chatbots, topping streaming and cable service user interfaces and program guides (41%) and internet search engine results (11%). The trend extends beyond Gen Alpha: 57% of all respondents said these tools could become, or already are, their favored way to get information on why, where and when to watch content.
At the same time, the data points to a growing divide between AI's utility and users' trust in its results. Respondents prefer chatbots over traditional search for complex questions (68% vs. 19%), follow-up questions (69% vs. 18%), direct answers (54% vs. 31%) and comprehensive results (50% vs. 30%). Traditional search, however, still leads on trustworthiness (50% vs. 27%) and accuracy (46% vs. 33%).
People are rapidly embracing AI as a new way to search, discover and decide what to watch, especially Gen Alpha audiences, who already expect easy-to-use, conversational interfaces, said Tyler Bell, SVP of Product at Gracenote. But adoption alone is not the story: trust is. The winning platforms will be those that can deliver viewing experiences people can actually rely on - grounded in vetted, timely and high-quality data.
Skepticism regarding the accuracy of AI-generated results remains high, with three in four respondents saying they verify chatbot responses, mostly by cross-checking with internet search. That same caution carries into entertainment-specific use cases, such as content recommendations and program availability. While 92% of those surveyed rated internet search accuracy for entertainment as good or excellent, 85% said the same of AI. Notably, among Gen Alpha, the gap nearly vanishes, with 95% rating chatbot results favorably versus 99% for traditional search. Across the study, chatbots were trusted most for TV and movie recommendations (26%) and for helping users find TV, movie and sports programming (25%).
Gracenote's report comes as entertainment providers face mounting pressure to improve discovery in an increasingly fragmented content landscape. As libraries expand across services and platforms, audiences are spending more time choosing what to watch and placing greater value on tools that deliver immediate, accurate and relevant answers.
For streamers, device makers and media companies, the message is clear: helping audiences find programming faster and act on recommendations with confidence will depend not just on AI interfaces, but on the quality of the data powering them.
About the report TV Search and Discovery in the AI Era is based on an online survey of 4,003 U.S. AI chatbot users ages 13-79, fielded Jan. 23 to Feb. 4, 2026. Gen Alpha findings are based on respondents ages 13 and 14. It also draws on Gracenote's 2025 Streaming Consumer Survey (N=3,000 across six countries) and industry data from Nielsen, PwC, Deloitte, Pew Research Center and Veed Analytics. The free report is available for download here.
Tyler Bell will discuss the findings and their implications for the future of content discovery at NAB Show 2026 in Las Vegas, April 20-22. To schedule a meeting, click here.Or attend his Streaming Summit panel titled Creating Extraordinary UX: The Role of Content Discovery, UIs, LLMs and Personalization.
About Gracenote Gracenote is the content intelligence business unit of Nielsen. We standardize the way the global media and entertainment ecosystem indexes content and associated metadata, allowing it to flow between creators, distributors, platforms and advertisers. By providing unmatched depth across 50M titles and 80K channels and catalogs, we power the modern search, discovery and navigation experiences that connect people to the TV, movies, music and sports they love-in 70 languages across 80 countries. For more information, visit Gracenote.com or follow us on LinkedIn.
Media Contact Mark Yamada
mark.yamada@nielsen.com
More from Nielsen
08/04/2026
New Gracenote study finds behavioral change well underway, but trust in AI-gener...
03/04/2026
New York April 2, 2026 TelevisaUnivision, the world's leading Spanish-la...
31/03/2026
Rebel Sport leads ad investment as brands compete for a large, active and qualit...
25/03/2026
The company expands leadership team under Chief Revenue Officer Amilcar Perez
S...
25/03/2026
Winter Olympic Games Opening Ceremony features in top 10 programmes of the month...
20/03/2026
After a series of increases, February brought the first slowdown in time spent in front of TV sets in a long time. While traditional television was losing viewi...
16/03/2026
NEW YORK - March 16, 2026 - A E Global Media and Nielsen today announced a new,...
12/03/2026
Cost pressures, switching intent and demand for savings and credit products are ...
12/03/2026
For the first time, Nielsen breaks out demographic information about FAST and AV...
06/03/2026
Nielsen Highlights Women's Sports Viewership Milestones Ahead of International Women's Day on March 8
New York March 5, 2026 According to Nielsen...
03/03/2026
Nielsen's DMA data gives Magellan AI users a standardized way to measure th...
02/03/2026
Harvey Norman tops New Zealand's biggest ad spenders as retail leads and telcos and beverages surge Auckland March 3, 2026 - Nielsen's New Zealand'...
27/02/2026
NEW YORK - February 26, 2026 - An estimated 32.6 million people watched President Donald J. Trump deliver the 2026 State of the Union address on Tuesday, Februa...
25/02/2026
This new offering helps solve for the need to move beyond traditional audience d...
25/02/2026
Gold-standard Gracenote content metadata will power Samsung's LLM-enabled entertainment search discovery experiences and more
NEW YORK February 25, 202...
24/02/2026
Disney Captures 11.9% of TV in January, Boosted by ESPN's ( 82%) College Foo...
20/02/2026
NEW YORK - February 10, 2026 - An estimated 125.6* million viewers watched Super Bowl LX on Sunday, February 8, according to Nielsen's Big Data Panel meas...
20/02/2026
NEW YORK - February 19, 2026 - Nielsen today shared updated and final Super Bowl...
19/02/2026
WBD edges above Polsat in only change in the top 10 content distributor rankings...
19/02/2026
Airlines and cruise operators ramp up spend as New Zealanders plan, compare and book online
Auckland, February 19, 2026 - New Nielsen Ad Intel data shows adver...
19/02/2026
The beginning of the new year brought a clear revival in front of television screens. The winter aura meant that Poles spent an average of 5% more time watching...
19/02/2026
New data also shows news content on FAST channels up 58% as streaming catalogs c...
17/02/2026
Cable Surges 9% on Strength of College Football Playoffs and News, while NFL Delivers Top 15 Broadcast Telecasts
ESPN (+82%) and FOX News Channel (+17%) Combin...
11/02/2026
NEW YORK - February 10, 2026 - An estimated 124.9 million viewers watched Super Bowl LX on Sunday, February 8, according to Nielsen's Big Data Panel measu...
10/02/2026
NEW YORK February 10, 2026 Nielsen's Gracenote, the global leader in entertainment metadata, today announced the continuation of its partnership with Go...
09/02/2026
Harvey Norman tops Australia's biggest ad spenders as finance and travel surge
Sydney February 9, 2026 - Nielsen's Biggest Ad Spenders of 2025 Report...
06/02/2026
Despite most never having strapped on skis or skates, Aussies are keen for some ...
05/02/2026
During this period, streaming comprised the majority of ad supported TV (45.6%),...
04/02/2026
Pilot To Launch with Super Bowl LX on February 8 and Continue with High Profile Live Events, Entertainment and Sports
Nielsen to Use State of the Art Wearable...
29/01/2026
Bluey' Wins Second Consecutive Top Streaming Title of the Year with 45 Billi...
28/01/2026
Airlines, cruise and tour operators double down on ad spend as Australians' prioritise travel
Sydney January 28, 2026 - New Nielsen Ad Intel data shows a...
27/01/2026
Nielsen will continue to drive growth and provide local audience measurement
in...
23/01/2026
Multi-year deal utilizes Nielsen's full suite of local audience marketing in...
23/01/2026
New York, NY January 21, 2026 - Neptune BidCo US Inc. (the Issuer or the Co...
22/01/2026
Strategic hire marks latest milestone in Gracenote's continued expansion into CTV advertising & monetization
New York - January 21, 2026 - Nielsen's Gr...
21/01/2026
The Living Room Remains Central: Nielsen Highlights Growing TV Screen Dominance ...
20/01/2026
December, the first month of winter and the holiday season, has traditionally encouraged families to spend time together in front of the television. During this...
20/01/2026
During December, streaming's share of TV viewing in Mexico settled at 24.3%, an increase of 0.1 share points from the previous month.
Disclaimer: YUMI TV,...
20/01/2026
Christmas Day is Most-Streamed Day Ever with 55 Billion Viewing Minutes, led by...
19/01/2026
The Majority of Those Surveyed Prefer to Buy Brands Who Advertise in Content Tha...
13/01/2026
Singapore - January 13, 2026 - Nielsen today announced the appointment of Matty Lin to its Commercial Organization as APAC regional sales leader.
Based in Sing...
06/01/2026
First-of-its-kind SSP capability delivers program-level insight and brand suitab...
22/12/2025
Paramount Scores Largest Share Increase Among Distributors as Paramount and CBS...
22/12/2025
New multi-year deal integrates Roku's data to fuel Nielsen's measurement suite
Roku gains access to Nielsen's streaming ratings, showing The Roku C...
19/12/2025
Partnership brings Nielsen ONE measurement activation directly into XR's adv...
18/12/2025
During November, streaming's share of TV viewing in Mexico settled at 24.2%, an increase of 0.5 share points from the previous month.
Disclaimer: YUMI TV,...
18/12/2025
November continued the upward trend in television viewership. The significantly colder weather and a rich programming lineup encouraged viewers to spend more ti...
18/12/2025
As viewers turn to sports highlights, recaps and documentary programming, expand...
17/12/2025
Audiences Watched Over 103 Billion Minutes of TV on Thanksgiving Day
NFL Games ...