Cluey Travel Chatbot

Discover your perfect travel destination

1 follower

Discover your perfect travel destination

1 follower

Access data on travel destinations like never before to discover your hidden gems. 🤔 Answer some questions 💌 Get personalised, quantitative recommendations for YOU 📍 Explore destinations that meet your needs ⚖️ A load balancer for travelers!

Launch tags:Web App•Messaging•Robots

Launch Team

Anima - OnBrand Vibe Coding — Design-aware AI for modern product teams.

Design-aware AI for modern product teams.

Promoted

Vento

How are you sourcing the content to feed your chatbot? My #1 concern would be trustworthiness.

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7yr ago

Cluey Travel

Maker

@christopher_lee4 thanks for your feedback. I'd think the same thing in your shoes. Data is sourced from a broad range of sources, a lot of the measures we've developed ourselves based off contributing signals. For example we undertook a huge exercise of trawling through policies towards minorities to try and quantitatively measure factors like female and lgbt safety. We're lucky to have actuarial talent in the team. This is their bread and smashed avo 🥑

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7yr ago

Vento

@haichenw Makes a ton of sense. I'd recommend putting that little anecdote on the site, it really helps! By the way seeing as you just launched I have a market research service where for $12 you can ask 100 people a question then follow-up based on how they answered and even interview them! https://scoops.io/ You could ask e.g. "Would you use a chatbot that helped you discover your perfect travel destination by understanding your needs and wants before suggesting?" Anyway If you want to give it a shot feel free to sign up and let me know which email you used over Intercom and I'll pass you $12 in free credits. Best of luck otherwise!

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7yr ago

Cluey Travel

Maker

@christopher_lee4 thanks Chris! Very generous of you. We'll need to come up with some thoughtful questions first :)

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7yr ago

Cluey Travel

Maker

Hi PH! I'm Haichen, one of the creators of Cluey. @chrismessina - thanks for hunting us. We're a bootstrapped startup from Sydney committing one of the cardinal sins of startups: building a travel product 🤘 We built Cluey because even though taking a vacation is a huge time and financial commitment travel research itself seems to be a combination of reading blogs and 5 year old (locked) forum posts on TripAdvisor. Googling to find yourself a list of destinations which are warm in December, safe for women, with hiking trails, fishing and distilleries? The yield on this is so low I think most of us are trained to not even bother. We've been developing an algorithm which calculates compatibility scores against your individual preferences for over 4,500 destinations. Your preferences can be anything from: * Weather * Activities (94 to choose from but simplified for the chatbot) * Popularity * Cost (coming soon) * Safety (general and female specific) * Language * Flight time * LGBT attitudes * Eco friendliness The chatbot is our way of getting the algorithm out into the world in the quickest way we knew how. It's pretty linear and doesn't do any NLP (reliably anyway) but gets you to a personalised results page with 10 destinations (and any others you want to add for comparison sake). We couldn't find an efficient way in the chatbot to allow users to select from our full range of activities, the NLP was unpredictable. What's next: - We recognise that lots of people already know where they want to go, but want help discovering what to do at the destination. We're working on ways to surface this data. - Fully functioning web app that allows better & faster control over inputs. - Improving performance. The site is quite sluggish atm. Our Lighthouse Report score is damning. Some lessons we've learnt: - Finding free photos from Flickr is hard and can produce some strange results - People love to try and break the chatbot - Training your chatbot is pretty hard - Design is harder than it looks - There's some pretty cool places out there! If you'd like to contact use directly: team@getcluey.com If you're interested in Cluey updates: https://mailchi.mp/ca5d6aa5a6c3/... (or share your email in the Chatbot) PS If you are planning a holiday with specific requirements (esp around activities the chatbot doesnt support) comment below and i can run the model separately for you and send through your results :)

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7yr ago

Cluey Travel

Maker

If you'd like to fast forward and see a result: https://www.getcluey.com/en/resu... ✌️

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7yr ago

Good job guys. Any plans to allow users to query directly in the future? e.g. without the need to do the entire questionnaire if I want to see everywhere that’s warm in October.

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7yr ago

Cluey Travel

Maker

@alexgilleran Yep that's one of the pieces of feedback we've gotten. Sometimes you really only care about 2 or 3 factors and just want to see what's available. We're working on that now - more of a catalogue/index you can filter than a guided process with results at the end.

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7yr ago

Reddit Write

I agree with previous feedback. The chat experience seemed a bit long, though the results were interesting. I would try to allow the user to focus on what filters are actually important to him and limit the results only by them. Also, maybe it's just me, but the chatbot experience on messenger is a bit slow. I think this is something you can replicate on your site without too much techy hard-work and create great results. Lastly, love the idea - so many times I found myself trying to find vacation ideas by 3-4 factors (usually weather, distance from home, and price of travel tickets) and it takes a lot of work to accomplish that. Good job! Would love to see how this product develops.

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7yr ago

Cluey Travel

Maker

@kobyof thanks Jacob! Completely agree with you. The chatbot is a fast way of getting functionality shipped while we finish the design and dev of the full web experience (which will be much faster and less linear). If you're on the newsletter list you'll get the updates :) Thanks for your support 🙇

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7yr ago

I love it. There are some unique criteria in this chatbot that is very hard to search for. I guess I know where would I travel next.

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7yr ago

Cluey Travel

Maker

@amir_raisszadeh thanks amir! 🙇

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7yr ago

Cluey Travel

Maker

Thanks to everyone who's done it so far. 132 unique locations have been recommended so far. Very diverse Aalborg, Denmark Aarhus, Denmark Alesund, Norway Alta, Norway Amsterdam, Netherlands Antequera, Spain Auckland, New Zealand Auronzo di Cadore, Italy Austin, United States Azores, Portugal Bali, Indonesia Barcelona, Spain Berlin, Germany Bodo, Norway Bolton, England Brisbane, Australia Brunei Darussalam, Asia Buffalo, United States Cairns, Australia Campbell River, Canada Catania, Italy Chicago, United States Chittagong City, Bangladesh Christchurch, New Zealand Clearwater, United States Colon, Argentina Copenhagen, Denmark Corsica, France Debrecen, Hungary Destin, United States Dnipropetrovsk, Ukraine Dublin, Ireland Esbjerg, Denmark Florianopolis, Brazil Fuerteventura, Spain Fujinomiya, Japan Gold Coast, Australia Gran Canaria, Spain Hanoi, Vietnam Inuyama, Japan Izmit, Turkey Kelowna, Canada Kota Kinabalu, Malaysia Kouvola, Finland Kuala Terengganu, Malaysia Kuantan, Malaysia Kuching, Malaysia Kumage-gun Yakushima-cho, Japan Kyrenia, Cyprus La Fortuna de San Carlos, Costa Rica Lahti, Finland Langkawi, Malaysia Las Vegas, United States L'Escala, Spain Leuven, Belgium Llanes, Spain Lombok, Indonesia London, England Madeira, Portugal Majorca, Spain Malaga, Spain Maldives, Indian Ocean Manizales, Colombia Maui Island (Hawaii), United States Mauritius, Indian Ocean Mechelen, Belgium Melaka, Malaysia Melbourne, Australia Miami, United States Miri, Malaysia Mishima, Japan Miyoshi, Japan Molde, Norway Montreal, Canada Nakatsugawa, Japan New Orleans, United States New Providence Island, Bahamas New York City, United States Nijmegen, Netherlands Nishio, Japan Oahu Island (Hawaii), United States Okayama, Japan Okazaki, Japan Orlando, United States Oulu, Finland Paris, France Penang Island, Malaysia Perth, Australia Peterborough, Canada Port Stephens, Australia Prague, Czech Republic Puerto Rio Tranquilo, Chile Pulau Perhentian Kecil, Malaysia Pulau Tioman, Malaysia Pyeongchang-gun, South Korea Reunion Island, Indian Ocean Reykjavik, Iceland Rhodes, Greece Saguenay, Canada Saiki, Japan San Antonio, United States San Diego, United States San Francisco, United States San Juan, Argentina San Sebastian - Donostia, Spain Santa Barbara, United States Sarasota, United States Seattle, United States Shoalhaven, Australia Singapore, Asia Stockholm, Sweden Stoke-on-Trent, England Sukabumi, Indonesia Sydney, Australia Syracuse, United States Tamano, Japan Tampa, United States Tel Aviv, Israel Tenerife, Spain The Big Island (Hawaii), United States Thunder Bay, Canada Tochigi, Japan Tokyo, Japan Toledo, United States Uberlandia, Brazil Utrecht, Netherlands Vejle, Denmark Virginia Beach, United States Washington DC, United States Wigan, England Wollongong, Australia Worcester, United States

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7yr ago

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