All Content from Business Insider 10月15日 06:17
美航AI旅游推荐工具:便捷但存在不足
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美国航空公司推出了一款名为“目的地推荐器”的AI工具,旨在根据用户输入的需求,提供航班、酒店、餐饮和活动建议,如同私人旅行顾问。该工具整合了美国航空及其合作伙伴的航班信息,并支持里程兑换查询。尽管它能快速生成初步的旅行想法,但测试中发现其在处理细节和复杂需求时存在明显不足,例如推荐不存在的航班和地点,或在预算和行程限制上出现偏差。这表明,尽管AI在旅行规划领域潜力巨大,但目前仍无法完全替代人类旅行顾问的专业性和对细微之处的把握。

✈️ **AI驱动的个性化旅行推荐**:美国航空的AI工具旨在通过分析用户输入的旅行偏好,如目的地、预算、活动类型等,提供定制化的旅行建议,包括航班、酒店、餐饮和活动选项,从而提升客户体验并影响旅行规划。

⚠️ **细节处理与准确性待提升**:该工具在处理具体要求时存在局限性,有时会推荐不存在的航班或地点,或未能严格遵守用户设定的如“仅限直飞”或特定预算等条件。例如,在要求非转机航班时,工具却列出了包含转机的选项,且推荐的酒店价格远超用户设定的预算。

🤔 **用户体验与潜在竞争风险**:虽然AI工具能提供初步的旅行灵感,但其不准确之处可能会给用户带来困扰,甚至引导用户转向竞争对手的平台进行最终预订。文章指出,用户可能利用该AI工具进行初步研究,然后到其他平台比价并预订,这可能对美国航空的业务构成挑战。

💡 **AI在旅行规划中的角色定位**:该工具的出现反映了航空业拥抱AI的趋势,但专家认为,AI目前仍是辅助规划的工具,无法完全替代人类旅行顾问的经验和情感连接。AI可以提供建议,但无法提供亲身体验的洞察,如当地特色餐厅或隐藏景点。

🔒 **数据隐私与算法透明度考量**:美国航空方面表示,AI工具的推出旨在收集数据以进行学习和改进,并承诺遵守数据隐私和监管标准。然而,用户对于AI如何利用其查询信息以及在无法提供选项时是由于航线限制还是其他原因,仍存在疑问。

American's new AI tool is promising, but it has its limitations that may frustrate travelers.

The prompt: "I want to ski in January."

The answer came instantly: Aspen, Colorado; Whistler, Canada; even Niseko, Japan, with flights that ranged from $270 all the way up to $1,000.

That's courtesy of American Airlines' new AI-powered "destination recommender," signaling how airlines are increasingly offering artificial intelligence to influence travel planning.

The system wants to function like a personal travel agent: You type a prompt, and it generates destination suggestions with flights, fares, hotels, restaurants, and activities.

The tool shows American-operated and partner flights and allows searches for mileage redemptions — but those only display American flights. To see more options, users must scroll down.

The new tech comes as travelers increasingly rely on AI tools like ChatGPT and Google's "Flight Plans" for vacation ideas. These offer an alternative to traditional travel advisors, saving on their fees, but they aren't close to a replacement.

MyBaggage founder and travel expert Paul Stewart told Business Insider that American's tool is "taking AI travel booking to the next level," but cannot replace "a tried and tested recommendation from a fellow traveller."

I tested American's tool in its trial phase, and while I can see how this elevates the customer experience, there were quirks that could frustrate travelers — or send them to competitors.

"A computer can't tell you which restaurant at your resort has that amazing dessert, or where that secret beach is," Sonia Bhagwan, CEO of travel agency Dreaming of Sun, told BI.

I like the tool, but the results can be misleading

I offered an easy prompt: "Where can I go with nature and cabin vibes for less than $300 for airfare for four days in November? Nonstop flights only."

Departing from LaGuardia, it suggested Asheville, North Carolina, for about $180 round-trip and recommended Pisgah National Forest and the Omni Grove Park Inn.

The AI tool shows the flight itinerary, fare, and activities on one screen.

At a surface level, I like the interface and that it suggested destinations I may not have thought of.

The problem: Despite requesting nonstop flights, it included one-stop options like Flagstaff, Lake Tahoe, and Estes Park, Colorado, and you can't see that it has a layover until clicking in.

It even suggested Gatlinburg, Tennessee, as "nonstop" via Asheville — a two-hour drive away.

Another issue: the Omni is about $500 a night. Even when I requested budget options, the AI still recommended the Omni.

An American spokesperson told BI that the AI has a learning curve, which is why it is being rolled out "slowly and deliberately to gather data and learn from both our customers and the tool itself."

Anshuman Singh, American's managing director of customer experience — digital transformation, told BI that the tool is only available to 50% of people but will roll out to all customers over time.

He added that Gen Z travelers are especially drawn to the concept: "The whole idea is you're able to transpose your string of consciousness in terms of travel plans, and then curate from there."

Specific prompts can trip it up

To test nuance, I asked: "Show me warmer destinations in Europe in February where I can visit a castle and eat something with truffle, for $1,200 or less nonstop."

I got exactly zero nonstop options, but the one-stops included Barcelona, Florence, and Lisbon. However, I couldn't verify whether any of the recommended restaurants had truffles.

It also kept trying to send me to Cyprus, but it would give me an error when I tried clicking the flight. American told me that my query may have confused the AI, or there wasn't a relevant flight. American flies one-stop to Cyprus from New York-JFK via its Oneworld partnership.

Screenshot of activity options in Florence, Italy, based on my prompt.

For a family trip with specific needs — a seven-month-old baby, a large mall, a park, a gluten-free diet, wheelchair accessibility, and sensory considerations for a toddler on the autism spectrum — the AI suggested Orlando, Atlanta, and Dallas. Minneapolis was suggested as a one-stop.

The options all offered three activities that checked every box, including accessible places with sensory rooms for individuals with special needs.

But the restaurant recommendations were hit-or-miss. Orlando received a generic "downtown restaurants" suggestion, while Atlanta and Dallas recommended the True Food Kitchen, a real food chain with strong Google ratings and gluten-free options.

However, when I asked for more local options, nothing except a nonexistent restaurant in Minneapolis called "Hello Gluten Free" was populated — apparently confusing it with Heaven Gluten Free, located 30 minutes away from the city.

When I gave it another chance with tweaked wording, it offered up "The Bachelor Farmer" instead. That one is permanently closed, per Google.

While the restaurant was a dud recommendation, I appreciated the park and mall options.

Founder and CEO of travel agency Ensuite Collection, Chirag Panchal, told BI that advisors and travelers alike may use AI to aid vacation planning, but it can only take you so far.

"Even in an era of AI trip planning, the human element remains absolutely irreplaceable," he said. "AI can suggest, but it can't feel. It doesn't know what it's like to walk those streets, meet those guides, or stay in that hotel."

People could still shop around for cheaper fares

Ironically, American's AI might help travelers who don't even fly the airline.

Here's how I could see it playing out — myself included: you use American's AI to brainstorm vacation ideas and get a ballpark sense of flight prices. Then you hop over to Google Flights to see if another airline is cheaper.

Take Asheville — the November dates cost about the same on Delta from LaGuardia. For the Orlando trip in December, JetBlue and Delta were about $70 cheaper while offering similar flight times.

A spokesperson said shopping around is always an option, but American's tool keeps people engaged on its website, which it considers a "win" as people consider where to go and who to fly.

There's also a theoretical risk that American could use traveler prompts to gauge demand and tweak prices.

Singh assured this isn't happening: "We aren't going to our revenue partners and say, 'Hey, we found 500 people who will pay $500 for whatever destination, so we need to change pricing.'"

He added that the AI adheres to data privacy and regulatory standards — a reassurance for users wary of overreaching algorithms.

"I want to know when it doesn't give you an option — is that because we don't fly someplace, or is it because a bad actor prompted the model for something unkosher?" he said. "That's what we're collecting data on."

Read the original article on Business Insider

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American Airlines AI Travel Tech Artificial Intelligence Travel Planning 人工智能 旅游科技 旅行规划 美国航空
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