The Data Digest: Chatbots Can’t Fully Replace Humans Just Yet

Customer service departments in all industries are increasing their use of chatbots, and we will see usage rise even higher in the next year as companies continue to pilot or launch their own versions of the rule-based digital assistant. What are chatbots? Forrester defines them as autonomous applications that help users complete tasks through conversation.
 
While Forrester’s Consumer Technographics® data reveals that 60% of US online adults already use online messaging, voice, or video chat services, there are challenges to widespread adoption. We reached out to our ConsumerVoices Market Research Online Community members to better understand consumer impressions of chatbots and found that our respondents had a difficult time identifying clear benefits to interacting with them. Many prefer to communicate with a representative who can show real empathy, address more complex needs, and offer them assurance.
 
Earlier this month, I attended the Qual360 2017 conference in Washington, D.C., where chatbots were a hot topic in both qualitative research and customer experience. Speakers highlighted the opportunity of chatbots while warning about their shortcomings. For example:
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The Data Digest: Super Bowl Ads With Political Messages Spark Strong Emotional Reactions

The dust is settling after last week’s exciting Super Bowl. Emotions certainly ran high for those watching the game. Here at Forrester, we were also interested in the longer-term sentiment about the ads that aired during the show. So we reached out to consumers again after a week to capture consumers’ reactions to the Super Bowl ads, to ask them which they liked most, and to ask which made a lasting impression.

As my colleague Jim Nail pointed out in a blog post , this year’s ads did not always resonate positively (if at all) with audiences. That said, our ConsumerVoices market research online community members were most likely to mention 84 Lumber, Audi, and Anheuser-Busch/Budweiser as memorable ads that influenced their opinions of the respective companies.

In the case of 84 Lumber’s and Anheuser-Busch’s focus on immigration, sentiment was sharply split. Quite a few consumers were further turned off when 84 Lumber’s CEO declared that the ad was not intended to be pro-immigration, adding more confusion to consumers’ perception of the brand and its values. On the other hand, Audi’s ad addressing gender equality in pay sparked a different controversy. Although Audi is an aspirational luxury brand, the message was seen as bold and received in good faith, producing a more positive sentiment overall.

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The US Holiday Shopping Season 2015 Sets New Online Records And Rebrands Black Friday

With the winter shopping holidays now behind us, Forrester is wrapping up its annual qualitative exploration of US consumers’ perceptions of the holiday season, both for their own behavior as well as what they observed across retailers. The retail industry has seen an increase in consumer spending compared to last year — possibly due to savings from lower gas prices. Overall, we saw that consumers felt less compelled to go out and buy gifts on Black Friday itself, but they still love a good bargain. Some other insights we gathered:

  • Black Friday sales effectively crossed over from in-store to online. While in-store shopping dropped on Black Friday, online shopping sales rose, resulting in an overall increase in sales. Consumers were quite conscious of the fact that online deals appeared even before the Thanksgiving holiday (and therefore before Black Friday). This year, these sales also carried the “Black Friday” label — traditionally an in-store-specific event. By re-associating Black Friday with deals first and foremost, this could restore positive sentiment and downplay what has otherwise become a stressful shopping event.
  • Targeted outreach drives online sales — but retailers shouldn’t overdo it. A smaller number of targeted deals and offers will help reduce the overall volume of email that consumers receive. This will in turn minimize the chances of consumer recipients being overwhelmed by holiday communications.
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MROCs Are The Missing Piece To The Research Puzzle

This past summer, we at Forrester continued to explore new and innovative methodologies. One of my highlights was visiting the IIeX conference in Atlanta back in June. And although I was impressed by the variety of new (qualitative) methodologies, it’s rarely a matter of choosing one or the other. The recent GRIT report by GreenBook shows, for example, that many market research online community (MROC) vendors dropped a few places in terms of innovation, but I agree with Andrew Leary from Ipsos SMX that these online communities will continue to play a relevant (and innovative!) role thanks to their flexibility and variability when it comes to size, duration, integration, and scale.

I recently researched the MROC space, interviewing all the major players to understand their capabilities and how they support organizations. I found that there are a number of ways that MROCs aid customer insights professionals, including:

  • Creating a better understanding of consumers’ drivers. MROCs allow us to ask consumers in an open-ended way to describe their experiences across the purchase journey, anywhere from the point they learn about or research the company to when they follow up for customer support. In turn, these findings can have an impact at any level of the organization. These insights become even more valuable for ongoing communities.
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The Data Digest: Consumer Sentiment In The 2014 Holiday Season

Thanksgiving weekend has traditionally been highly lucrative for retailers, but this year saw another drop in spending specifically on Black Friday. In the meantime, online shopping continues to soar, and the weeks leading up to Thanksgiving weekend provided consumers with deep-discount sales. In short, the weekend itself is becoming less valuable to the average consumer. But how does consumer sentiment match up with this shift in behavior? How do perceptions of the 2014 holiday season differ from those of years past and consumers’ initial expectations?

As part of our recent research efforts, we leveraged Forrester’s Technographics® 360 multimethodology research approach to gain a better understanding of consumers’ shopping habits (using our ConsumerVoices Market Research Online Community) and to track online conversation and sentiment relative to Black Friday and Cyber Monday leading up to the holidays and afterwards (using NetBase aggregated social listening data). 

 

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