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Presented November 16, 2011 at Social Media Plus
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@argylesocial@ericboggs@jthandy
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In God we trust. All others must bring data.
W. Edwards Deming
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In God we trust. All others must bring data.
W. Edwards DemingThere is no “data” confirming that Deming actually said this.
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“On the web, (this quote) has been widely attributed to Deming and Robert W. Hayden; however Prof. Hayden told us that he can claim no credit for this quote, and ironically we could find no ‘data’ confirming Deming actually said this.”
The Elements of Statistical Learning, 2nd Edition, PrefaceHastie, Tibshirani, Friedmand
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“On the web, (this quote) has been widely attributed to Deming and Robert W. Hayden; however Prof. Hayden told us that he can claim no credit for this quote, and ironically we could find no ‘data’ confirming Deming actually said this.”
The Elements of Statistical Learning, 2nd Edition, PrefaceHastie, Tibshirani, Friedmand
Beware rules of thumb. Data reveals the truth.
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A Delicious Slice of Argyle User Data
• Aggregated and anonymous• December 2010 through May 2011• 70k+ posts• 381 organizations; all industries, all sizes
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Definitions
• Post: a single piece of content published via Argyle Social.
• Click: a redirection from an Argyle short URL, published via Argyle Social.
• Conversion: direct or indirect completion of an Argyle Goal as a result of a click on a post published via Argyle Social.
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Conversions?
• Social Media Marketing = Marketing• Marketing = Driven By Outcomes
• If A=B & B=C, then A=C.
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Insight #1 RSS Automation Works
RSS Manual0
5
10
15
20
25
30
Clicks by Posting Method
Posting Method
Clic
ks
RSS Manual$0
$50
$100
$150
$200
$250
$300
Revenue by Posting Method
Posting MethodR
ev
en
ue
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Insight #1 RSS Automation Works
RSS Manual0
5
10
15
20
25
30
Clicks by Posting Method
Posting Method
Clic
ks
RSS Manual$0
$50
$100
$150
$200
$250
$300
Revenue by Posting Method
Posting MethodR
ev
en
ue
RSS automation is just as effective as posting manually.
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Insight #2 Scheduled Posts Generate Clicks, Not Conversions
<2min 2-30min 30min-3hrs
3-12hrs 12-24hrs
>24hrs $-
$50
$100
$150
$200
$250
$300
$350
$400
Timeliness vs. Influenced Revenue
Posting Delay
Infl
uen
ced
Rev
enu
e
Posted Immediately Scheduled for Later0
5
10
15
20
25
Timeliness vs. Traffic
Posting Timeframe
Cli
cks
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Insight #2 Scheduled Posts Generate Clicks, Not Conversions
<2min 2-30min 30min-3hrs
3-12hrs 12-24hrs
>24hrs $-
$50
$100
$150
$200
$250
$300
$350
$400
Timeliness vs. Influenced Revenue
Posting Delay
Infl
uen
ced
Rev
enu
e
Posted Immediately Scheduled for Later0
5
10
15
20
25
Timeliness vs. Traffic
Posting Timeframe
Cli
cks Scheduled posts drive traffic.
Timeliness drives conversions.
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Insight #3Hashtag Stuffing Doesn’t Work
52%
21%
26%
How Effective are Posts with Hashtags?
Posts with Hashtags UnderperformNo Significant DifferencePosts with Hashtags Outperform
-70%
-50%
-30%
-10% 10
%30
%50
%70
%90
%11
0%
0
5
10
15
20
25
Relative Performance of Hashtag vs Non-Hash-tag Posts
Performance Increase (Decrease) of Posts with Hashtags
# o
f T
wit
er
Ac
co
un
ts
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Insight #3Hashtag Stuffing Doesn’t Work
52%
21%
26%
How Effective are Posts with Hashtags?
Posts with Hashtags UnderperformNo Significant DifferencePosts with Hashtags Outperform
-70%
-50%
-30%
-10% 10
%30
%50
%70
%90
%11
0%
0
5
10
15
20
25
Relative Performance of Hashtag vs Non-Hash-tag Posts
Performance Increase (Decrease) of Posts with Hashtags
# o
f T
wit
er
Ac
co
un
tsDon’t target content to hashtags. Target hashtags to content when relevant.
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Balanced Curation Drives Conversions
Curators
Balanced
Promoters
0 10 20 30 40 50 60
Clicks Per Post
Curators
Balanced
Promoters
0.0% 0.5% 1.0% 1.5% 2.0% 2.5% 3.0%
Click To Conversion
Curators
Balanced
Promoters
0.0% 50.0% 100.0% 150.0%
Post Conversion Rate
Sample BreakdownPromoters: link to their own site more than 50% of the time.
Balanced: link to their own site between 25% and 50% of the time.Curators: link to their own site less than 25% of the time.
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Balanced Curation Drives Conversions
Curators
Balanced
Promoters
0 10 20 30 40 50 60
Clicks Per Post
Curators
Balanced
Promoters
0.0% 0.5% 1.0% 1.5% 2.0% 2.5% 3.0%
Click To Conversion
Curators
Balanced
Promoters
0.0% 50.0% 100.0% 150.0%
Post Conversion Rate
Sample BreakdownPromoters: link to their own site more than 50% of the time.
Balanced: link to their own site between 25% and 50% of the time.Curators: link to their own site less than 25% of the time.
Over-curating is ineffective. Over-promoting isn’t as
ineffective as you might think.
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Slides at ar.gy/socialmediaplus
Thank you very much.Eric Boggs@ericboggshttp://argylesocial.com
Do or do not. There is no try.
~Albus Dumbledore
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A Brief Aside Re: Conversions
Two Types of Marketing Channels
Intent Generating channels build consumer awareness and interest, creating an intention to purchase a product.
Intent Harvesting channels capture consumer intent to purchase and drive them to the cash register.
Two Types of Conversion Tracking
Multi-touch tracking attributes revenue to all of the channels that touched the consumer on their path through the funnel.
Last-touch tracking attributes all of the revenue for a purchase to the last channel that touched the customer prior to the sale.