graph search, facebook nearby & beyond: how social search impacts the future of local by greg...

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Greg Sterling Opus Research July 15, 2013 Social, Search and the Future of Local

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Social recommendations have been a primary driver of real-world commerce for generations. But the rise of online reviews and social networking have made them the rival of traditional word of mouth in local. Social connections and online comments now form the raw material of a new generation of discovery tools and search algorithms. After years of discussion and speculation, social search is finally real with Graph Search, Foursquare and Google+. What is the current state of social search and how will it impact the future of local?

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Page 1: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Greg Sterling Opus Research

July 15, 2013

Social, Search and the Future of Local

Page 2: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

•  Lawyereditorstartupsanalyst/blogger"•  Search + local + mobile + social media + SMB marketing"

•  Impact of digital media on real-world consumer behavior"•  Twitter: @gsterling!

"

About-Me Slide

Page 3: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

The convergence of three major “online” trends: "

•  Social: word of mouth, user-generated content"

•  Local: online research offline buying "

•  Mobile: the internet “in context” (time/space)"

Last Year: SoLoMo

Page 4: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

What Is ‘Social Search’?

Social search uses social data (likes, check-ins, social graph) to influence or determine ranking and relevance compared with conventional algorithmic search, which uses text and/or link analysis

Page 5: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Categories of ‘Social Data’

1.  Ratings/reviews (Online word of mouth) 2.  Social activities/actions (check-ins, likes,

comments)

3.  The “social graph” (connections, followers)

Page 6: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Local Word of Mouth (social search 1.0)

Page 7: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Word of Mouth

Sherman, my boy, traditional businesses have always relied on

word of mouth and personal recommendations for new leads

Gosh

Page 8: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Primary Source of Leads

Source: AMEX/Network Solutions 2/11 (n=400 US small businesses who did some form of online marketing)

Businesses historically viewed word of mouth as the primary driver of business

Page 9: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Source: Nielsen Q4 2011; n=28,000 Internet respondents in 56 countries.

Consumers Trust Each Other

Page 10: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Do you trust online customer reviews as much as personal recommendations?

Source: BrightLocal, 3/12 (n=2,862 respondents from the US, UK and Canada)

26%

21% 20%

33%

28%

24%

20%

28%

Yes, if there are multiple reviews

Yes, if the reviews are authentic

Yes, for some types of businesses no for

others

No

2010 2012

Reviews Trusted Like WoM

Page 11: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Source: Opus Research, 2012, n=1,001 US adults (multiple answers permitted)

Local: Reviews Most Important “When searching for a local businesses online, what types of information are most important?”

33.1%

30.3%

24.5%

20.3%

11.5%

Reviews of the business

Business name, address & phone

Pricing information

Maps & directions

Images of business

Page 12: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

A local business needs at least 6 to 10 reviews to be credible and trusted

Credibility Threshold

Source: BrightLocal, 3/12 (n=2,862 respondents from the US, UK and Canada)

Page 13: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Source: BrightLocal Local Consumer Review Survey 2013

In the last 12 months have you recommended a local business to people you know by any of the following methods?

WoM Still Dominant

Page 14: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Rise of Social Directories (and the culture of participation)

Page 15: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Cityguides: WoM Online

•  In roughly 1994 – 1995 multiple cityguide sites launched

•  Restaurant, events & entertainment directories:

- Seen as profoundly threatening to newspapers; less so to YP (at the time)

•  In 1999 Citysearch (IAC) acquired Sidewalk from MSFT

Page 16: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Social Directories •  Yellow Pages 2.0 (directories + reviews)

-  YP publishers initially resisted reviews; perceived conflicts between advertiser and consumer interests

•  Sometimes called “social search” sites •  Angie’s List (est. 1995; online 1999) •  2003 – 2006:

-  Tribe.net -  Judy’s Book -  Insiderpages (acq’d by IAC ‘07) -  Yelp (2004; same year as FB) -  Kudzu -  Others

Page 17: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

More Reviews, More Categories

•  “Social directories” had similar ambition as earlier generation of cityguides

•  But sought to bring more consumer reviews to more categories

•  Improve process of selecting a local business online

•  Yelp: “real people, real reviews”

Page 18: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Parallel Rise of Social Nets

•  The Well – 1985

•  Craigslist – 1995

•  Friendster – 2002

•  MySpace – 2003

•  LinkedIn – 2003

•  Facebook – 2004

•  Twitter – 2006

•  Google+ – 2011

•  Tumblr, Instagram, Snapchat, etc., etc.

Most social nets are not “utilitarian” initially

Page 19: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Social Evolution

Page 20: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Search Gets Social (and vice versa)

Page 21: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Search + Social Social + Search “You got peanut butter in my chocolate. You got chocolate in my peanut butter.”

Page 22: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

You Complete Me

•  Wants the social data to improve search (and compete with Facebook)

•  Wants to implement search to deliver

more utility and realize the financial opportunity

Page 23: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Crowdsourcing Search Crowdsourcing and social content have been at the heart of the search experience from beginning:

•  Yahoo Directory and DMOZ (‘98) used human editors to organize the web

•  Larry Page envisioned “back links” as “democratic voting” by the entire web re topic authority (1996) – superior to keyword density

•  Vertical sites (e.g., travel, shopping) enjoyed high rankings b/c of social content/reviews

Page 24: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Original Google Algo ‘Social’

Source: searcheverywhere.net (2012)

Page 25: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Social Evolution •  Social an “organic” development for search

- From html docsdocs, offline places, people

- Real-world input from people (WoM)

- More holistic treatment of query

•  Humans offer more direct and relevant “answers” vs. machine algorithm

- Every search query a question

Page 26: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Eurekster: 2004 Eurekster saw “social graph” as a filter/personalization tool (see Blekko)

Problem: not enough social/community

Page 27: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Q&A: ChaCha & Vark Real-time Q&A has always held promise but no one has made it work

•  Aardvark (2008) was effort at real-time Q&A/social search

•  Problem: not enough “critical mass” •  Acquired by Google for $50 million

•  Began as human-aided search (expert guides); now mostly machine generated

•  Problem: humans too expensive

Page 28: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Facebook Connect = Social Filtering •  Facebook Connect (2008) enabled users to see or filter content their

friends had “Liked” on Facebook

•  Integrated into Blekko and Bing in 2010, to differentiate from Google

Page 29: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Bing’s Social Sidebar

•  Bing introduced (2010) “social sidebar”

•  Relevant content from multiple networks

•  Ability to ask Facebook friends query

•  Sidebar changed, redesigned multiple times

Showing “asynchronous social recommendations” addresses the real-time critical mass problem

Page 30: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Makes Sense on Paper

Page 31: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

You Made Us Do It •  Facebook wont allow Google to crawl site

•  Bing-Facebook alliance

•  Google wants social-graph data (hence privacy policy change for 360 view)

•  2009: Google introduces “social search” (small “s”)

- Public content from friends/contacts at bottom of search results; also a social filter at one point

•  2011: Google launches Google+ (also +1 buttons)

•  2012: “Search Plus Your World;” focus on personalization but social content instrumental

Page 32: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Search Social Feedback Loop

Search

Social

•  Beyond question that social activity improves ranking on Google

•  Specific variables open to debate "

Page 33: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Facebook Ranking Factors Here’s a non-exhaustive list of probable Graph Search ranking variables: •  Social graph/network

•  Completeness of business data on profile/Page •  Ratings •  Likes •  Check-ins •  Business location vis-à-vis user query

Pages that are more engaging/active (feature more content and interaction) are also going to rank higher

Page 34: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Social Search & Local (back where we started – sort of)

Page 35: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

‘Local Is Social’ •  Social search + local a natural fit (see WoM)

•  Social content often local (e.g., Yelp, TripAdvisor, OpenTable)

•  Friend recommendations vs. “10 blue links”

-  Mobile factor: efficiency (“answers not links”)

•  “Local is social” (Marissa Mayer, June 2012)

Page 36: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Places in Graph Search

•  Graph Search (now wide) and Nearby Places Search (app) – use same underlying platform

•  Key feature of Graph Search is Places

•  Q: How committed is Facebook?

- Probably: statements + $$ oppty

- Experience is uneven (even crude) but shows promise

Page 37: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Limited but Promising Results

Page 38: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

. . . Or Go Old School

Page 39: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

MINUTES MINUTES 66

MINUTES 74

MINUTES 81

MINUTES 64

MINUTES 43

Sources: comScore Q1 2013

User Behavior Developing

Page 40: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Can’t Do That on G

Page 41: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Google’s Local Carousel

Page 42: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Google+ Local

Page 43: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

New Google Maps w/Recs

Page 44: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Foursquare Social Rankings

Page 45: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Yelp Recommendations

Personal + contextual + social variables: •  Location •  Yelp check-ins and

reviews •  Yelp friends •  Time of day •  Weather

Page 46: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Pinterest: ‘Social Discovery’ Offline

Page 47: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Summary: Uses of Social Data •  To improve algorithm/results

-  Real-world feedback: comments, likes, follows, check-ins

-  Objective rankings (social actions = community voting)

•  Social graph: explicit filter (asynchronous WoM)

•  To enable “discovery” (implicit)

-  Way back: Amazon collaborative filtering

-  Personalization (along with history, etc.)

-  Search w/o searching (persistent/ambient)

•  Together w/mobile (“context”) social data enable next generation of services: PVAs

Page 48: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Future: Personal Assistant (the return of SoLoMo)

Page 49: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Siri & Google Now

Siri brought “assistant” concept into focus Google Now: “predictive search” (with multiple data inputs)

Other apps/entities use metaphor of virtual assistant (e.g., Nina, Tempo)

Page 50: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

‘Conversational Search’

•  At Google I/O company demonstrated “conversational search”:

-  Phone understands context

-  Search can build on previous queries

•  Coming Motorola MotoX to have “always on” listening capability, ready to respond to voice commands

•  Wake-up phrase: “OK Google Now”

Page 51: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

The Star Trek Computer

Google has repeatedly talked about building the “Star Trek computer”

Page 52: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Questions

Given the devastating completeness of the information

presented, Sherman, I should think not….

Do you think there will be any questions Mr. Peabody?

Page 53: Graph Search, Facebook Nearby & Beyond: How Social Search Impacts the Future of Local by Greg Sterling - SIMposium

Greg  Sterling    [email protected]    Twi4er.com/gsterling  

Questions?