
On Saturday, December 10th I have my first speaking engagement in a long time. I am on the panel as an entrepreneur at the
Caltech/MIT Enterprise Forum panel on
Opportunities for Innovators: Venturing in Online Search, Advertising & Sales.
I am using this blog entry to get my thoughts together for my (short) presentation.
I am co-founder of ThisNext, a "Web 2.0" social commerce start-up (vague enough?

) that is in the process of closing its Series A. Prior to ThisNext, I was VP of R&D of Stamps.com. I was employee #12 at Stamps.com and left at the end of January.
First let met me give you a quick intro to web advertising terms.
CPM is traditional web advertising where the publisher is paid based on how often an ad is shown.
CPC is a newer form of advertising where the publisher is only paid for readers who actually click on the ad.
CPA advertising only pays the publisher when some action is accomplished. This can be as simple as the user providing an email address or as complicated as the user signing up for a service and being successfully billed for a certain number of months. CPA can also be referred to as lead generation or affiliate marketing
Each type of advertising splits the risk between the advertiser and the publisher in different ways. In CPM, the advertiser is taking all of the risk for the success of the campaign. In CPA, the publisher is taking all of the risk. This difference in risk usually represents itself as a spread between the advertising rates that is subject to
arbitrage. Affiliate marketers often take advantage of this spread by using CPC advertising to drive CPA sales.
Most of the business models for search-related companies are fueled by CPC and/or CPA advertising.
What follows is a whirlwind tour of the current search space and where I think the opportunities are. Let me note that it is often hard to tell the difference from the outside between a search engine (Froogle) and an aggregator (Shopzilla). For purposes of this discussion I am just going to gloss over the difference.
There is a lot of action right now in what is known broadly as "vertical search." Vertical search is search that focuses on one narrow area and attempts to offer more functionality than could be offered by traditional search. Vertical search engines exist for shopping (Froogle, Yahoo! Shopping, Shopzilla), jobs (SimplyHired, Indeed, Oodle), tickets to events (FatLens), travel (Kayak), dating (Lycos' Dating Search), apartments (Rent.com) and more. There is still plenty of opportunity in this space, though Google may end up gutting this market some with Google Base. I think successful ventures in this area will bring technology or domain knowledge to bear in a way that transparently enhances the user experience. Businesses that still depend on knowledge inequities for their profit are particularly disruptable.
Another area that has received a lot of attention is "local search" -- finding businesses and/or products that are near you geographically. Given that all of the major players and several minor players are pursuing this space, I think this area is one to avoid if you are starting today unless you really have a unique and defendable idea. One challenge in this space is finding a business model that incents local businesses to do the extra work to be on-line. Yelp is one new player in this space.
"Media search" is just starting to get off the ground. Podoscope and Podzinger allows you to search audio that has been transcribed, Riya allows you to identify people in your digital photos so you can locate them easily later.
The current explosion in search revenues was really launched not by a new way of searching, but a new financial model for advertising (CPC, thanks
Bill Gross!). Several companies are exploring this theme. Snap is exploring CPA where higher conversions actually affect your organic search ranking. /Root is exploring the securitization of attention along with Attention Trust (it is as complicated as it sounds), similar to the way that mortgages were securitized creating
REITs. While it is hard to get advertisers and publishers to accept new financial models, the rewards can be huge. This area is ripe for innovation.
A new type of technology is starting to appear that I call "augmented reality search." This type of search is trying to bring the same type of efficiencies we have on-line to the physical world. Searching physical books, identifying products by entering the UPC or taking a picture of it with your phonecam, and even
identifying animals and plants from their mitochondria. These are deep areas that are expensive to get into and therefore expensive to replicate as well.
One movement that is threatening to shake things up is "open search." Both Amazon and Google are attempting to change the way that search operates to allow the data that is in sites to be as searchable as the content is today. Google Base allows publishers to attach arbitrary attributes to an URL to allow it to be searched more intelligently: price, location, size, etc. Most see this as a threat to eBay and Craigslist, I see it more as an entirely new model that (if it works) does more to allow the creation of new businesses than the destruction of existing ones.
The area where my company, ThisNext, plays is in what I call "discovery." Related to search and sharing most of the business model characteristics, companies focused on discovery help you find things you didn't know that you were looking for. Del.icio.us, Wists, Pandora, Last.fm and in some cases, blogs are all in this space. Whether the recommendations are social or from experts, I think this area still has huge potential for growth.
Update 12/14/2005 Attempted to add the rest of the companies I mentioned during my talk to this post. The talk I gave ended up differing significantly from this, this was just to organize my thoughts.