Kango
Find Something That Is “X” And Has “Y” With Circos
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by Nick Gonzalez on January 28, 2008

circos_logo.pngKeyword search gets you pretty far when looking for pure information, but doesn’t help much on more qualitative searches like trying to find the hippest restaurant in SOHO. Searches like the latter rely on the opinions of people, not webmasters, which is one of the reasons Circo’s has launched their new qualitative search engine. The engine currently lets users search for hotels and restaurants by qualities like size, ambiance, or other qualities pulled from reviews from around the web. They have plans to expand to other categories in the future.

Circos is categorized under the ever expanding umbrella of semantic search engines, which currently includes the likes of Hakia, PowerSet, Kosmix, SemantiNet, Quintura, and TrueKnowledge. However, the engine is most like Kango, which has also taken on the task of categorizing hotels based on user reviews. VibeAgent also has a search engine for its own site that will search hotels based on qualities.

While Kango auto-generates tags after pouring through user reviews, Circo lets users search for any qualities they’re interested in. The engine then grades and ranks the results by each quality on an “A” through “F” scale based on how well the description fits for reviewers. For example, a hotel reviewers feel is spacious would rate highly if searching for openness, but poorly if you’re looking for a tiny room.

As with most search engines, Circos’ real test will be whether its application draws users away from other hotel and restaurant sites with less sophisticated search engines. Currently there are a bunch competing in the space. However, Circos says their technology can easily be extended to other categories since their algorithm does all the tough work of pulling the most relevant qualities from reviews. If hotels and restaurants don’t appeal, another category may hold their home run.

Circos is angel funded, based in San Mateo, and has eight employees (4 in Singapore).

Kango Announces $4 Million Round From Shasta Ventures
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by Erick Schonfeld on December 18, 2007

kango-logo-beta.pngKango, a semantic search engine for travel, announced that it raised $4 million from Shasta Ventures earlier this year. The terms previously were not disclosed. Kango looks at travel reviews and other information across the Web and automatically generates tags so it can categorize results by how “kid friendly” or “romantic” they may be. I wrote about Kango earlier here.

Today, Kango is also opening up its beta, and accepting more sign-ups on its home page.

Stealth Startup Kango Working on Semantic Search For Travel
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by Erick Schonfeld on October 11, 2007

picture-224.pngDoes the world really need another travel site? With Expedia, Orbitz, Travelocity, TripAdvisor, Farecast, TripHub, Yapta, and many more, prospective travelers already have more than enough to choose from. (With an estimated $87 billion in travel booked online, it’s no wonder why). Soon they will be able to add Kango to that list.

The startup, which has been in stealth-mode until now, does manage to add a new twist to search travel. It is indexing 18 million opinions and reviews across 1,000 travel-related sites to derive the best travel search results based on what type of trip you want to take. If you are planning a romantic getaway in Big Sur, you will get one set of results. If you specify that you are looking for a family outing instead, you will get another. Or you can look for pet-friendly hotels and activities. Of course, you can also search by price or amenity, like any other travel site. And you can see where each hotel or activity is located on a small Google Map.

picture-204.pngBut what’s promising about Kango is the way it slices up search subjectively. Kango is building a semantic search engine focussed narrowly on travel. It parses the language in all of those reviews and guides, and categorizes them by generating tags for them. “You cannot wait for users to add tags, you have to derive them,” says CEO Yen Lee. So hotels that have been reviewed across the Web (on sites like Yahoo Travel, TripAdvisor, or Yelp) with words such as “perfect,” “relaxing,” “couples,” “honeymoon,” or “spa” would rank higher in a search for romantic travel. Hotels associated with the words “kitchen,” “pool,” and “kids,” would rank higher in a search for family trips.

Whether this will be enough to draw people from other travel sites is hard to say at this point. But Kango’s executive team has an impressive pedigree. Lee is a former general manager of Yahoo Travel. His search architect, Huanjin Chen, used to be the search architect at eBay. His natural-language search scientist, Boris Galitsky, used to do work for the British government. And his head of marketing, Elliott Ng, headed up marketing for Intuit’s QuickBooks and is the founder of Netcentives.

Lee estimates there are 6 billion to 8 billion travel-related searches done every year, and he thinks Kango can help expose more of the hidden gems in travel that today don’t quite make it to the first page of most travel sites. He plans to make money on travel-specific search advertising, rather than on booking or listing fees.

Kango will be rolling out a limited beta in the next few weeks, and is reserving 100 spots for TechCrunch readers who sign up here.

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