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Goodwill and Intangible Assets
3 Months Ended
Mar. 31, 2018
Goodwill and Intangible Assets Disclosure [Abstract]  
Goodwill and Intangible Assets
Goodwill and Intangible Assets
Goodwill—For the three months ended March 31, 2018 and 2017, changes in the carrying value of Goodwill were as follows (in thousands of dollars):
 
 
Three Months Ended March 31, 2018
 
Three Months Ended March 31, 2017
 
 
Agency
 
All Other
 
Total
 
Agency
 
All Other
 
Total
Beginning balance as of January 1
 
$
44,396

 
$
6,151

 
$
50,547

 
$
43,878

 
$
6,151

 
$
50,029

Goodwill acquired
 
5,109

 

 
5,109

 

 

 

Foreign currency exchange rate changes
 
175

 

 
175

 
68

 

 
68

Ending balance as of March 31
 
$
49,680

 
$
6,151

 
$
55,831

 
$
43,946

 
$
6,151

 
$
50,097


On February 2, 2018, we acquired Viyet, an online marketplace for interior design specializing in vintage and antique furniture, decorative objects, and accessories. This acquisition complements and enhances our online sales program, and provides an additional sale format to offer clients.
Intangible Assets—As of March 31, 2018, December 31, 2017, and March 31, 2017, intangible assets consisted of the following (in thousands of dollars):
 
 
Amortization Period
 
March 31, 2018
 
December 31, 2017
 
March 31,
2017
Indefinite lived intangible assets:
 
 
 
 
 
 
 
 
License (a)
 
N/A
 
$
324

 
$
324

 
$
324

Intangible assets subject to amortization:
 
 
 
 
 
 
 
 
Customer relationships - Art Advisory Partners
 
8 years
 
10,800

 
10,800

 
10,800

Non-compete agreements - Art Advisory Partners
 
6 years
 
3,060

 
3,060

 
3,060

Artworks database (b)
 
10 years
 
1,200

 
1,200

 
1,125

Technology (c)
 
4 years
 
4,461

 

 

Total intangible assets subject to amortization
 
 
 
19,521

 
15,060

 
14,985

Accumulated amortization
 
 
 
(4,527
)
 
(3,892
)
 
(2,409
)
Total amortizable intangible assets (net)
 
 
 
14,994

 
11,168

 
12,576

Total intangible assets (net)
 
 
 
$
15,318

 
$
11,492

 
$
12,900

(a)
Relates to a license obtained in conjunction with the purchase of a retail wine business in 2008.
(b)
Relates to a database containing historic information concerning repeat sales of works of art. This database was acquired along with the associated business in exchange for an initial cash payment made in the third quarter of 2016 and a subsequent cash payment made in the third quarter of 2017.
(c)
Relates to taste-based image recognition and recommendation technologies acquired in the first quarter of 2018.
For the three months ended March 31, 2018 and 2017, amortization expense related to intangible assets was approximately $0.6 million and $0.5 million, respectively.
The estimated aggregate amortization expense for the remaining useful lives of intangible assets subject to amortization during the five-year period succeeding the March 31, 2018 balance sheet date are as follows (in thousands of dollars):
Period
 
Amount
April 2018 to March 2019
 
$
3,095

April 2019 to March 2020
 
$
3,095

April 2020 to March 2021
 
$
3,095

April 2021 to March 2022
 
$
2,782

April 2022 to March 2023
 
$
1,470