Big Data

- launch briefMarginal

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Opportunity score

CPC (real)

$15

Active Google advertisers

LinkedIn advertisers

Pixel advertisers

Avg ad tenure

3.0 yr

Incumbent ad spend/mo

$2.2M

Spend momentum

+10%

SEO difficulty

Avg incumbent funding

$11B

Incumbents (21)- genuine category specialists - cross-listed generic tools excluded

Product	Rating	Funding	Ad spend/mo	Google ads	LinkedIn	Channels	Authority
IBM SPSS Statistics	4.5(644)	-	$1.2M	4.4y	-	-	88
MongoDB	4.7(469)	-	$485k	4.4y	24	-	68
Dynatrace	4.6(83)	-	$218k	4.6y	24	4	48
Snowflake	4.7(96)	-	$130k	4.3y	24	-	58
Tableau	4.6(2,351)	-	$70k	2.1y	24	-	71
Elastic Stack	4.6(70)	-	$41k	1.2y	-	-	56
CData Sync	4.1(16)	$510M	$24k	4.6y	-	1	40
API ServerAd	-	$510M	$24k	4.6y	-	1	40
Qlik Sense	4.5(261)	-	$16k	0.4y	-	-	60
Cleo Integration Cloud	4.6(94)	$3.5M	$11k	1.1y	-	1	40
SAS Visual Analytics	4.3(59)	$1.0M	$9k	4.6y	-	6	58
SAS ViyaAd	4.4(12)	$1.0M	$9k	4.6y	-	6	58
Minitab	4.5(388)	-	$5k	4.6y	20	3	53
Phocas	4.7(133)	$36M	$2k	4.6y	23	4	39
Grepsr	4.8(85)	-	$745	2.5y	23	2	28
Wolfram Mathematica	4.6(169)	-	$613	4.6y	-	-	71
Altova MapForceAd	5.0(3)	-	$329	1.1y	-	-	41
vSphere	4.7(433)	$63B	-	1.1y	2	3	-
PanoplyAd	4.0(21)	$24M	-	-	4	5	-
SyncSpider	4.7(116)	-	-	1.7y	16	-	-
BEEM	-	-	-	2.3y	4	3	-

PPC playbook- keywords the incumbents bid on - copy these (bidders = how many incumbents compete)

Keyword	CPC	Bidders	Sample landing page
talend	$7.65	2	www.qlik.com/us/lp/ppc/qlik-talend-cloud
latent semantic indexing	$18.46	2	www.elastic.co/lp/semantic-search
observability	$29.43	2	www.dynatrace.com/info/ebooks/the-state-of-observability/
ai ethics and governance	$6.54	2	www.snowflake.com/en/product/features/horizon/
observability news	$14.48	2	www.dynatrace.com/info/ebooks/the-state-of-observability/
ai governance framework	$16.80	2	www.snowflake.com/en/product/features/horizon/
tableau software download	$5.86	2	info.minitab.com/spreadsheet-alternatives
what is observability	$15.57	2	www.elastic.co/explore/devops-observability/understanding-aiops-for-observability
convert postgresql to mysql	$221.48	1	www.altova.com/mapforce/convert-mysql
phantombuster	$6.38	1	www.grepsr.com/data-scraping-grepsr/
netsuite inventory management	$28.84	1	www.phocassoftware.com/l/integrations/netsuite/inventory
snowflake	$4.57	1	signup.snowflake.com/
spss software	$4.06	1	info.minitab.com/en/statistical-software-free-trial-a
tableau	$3.19	1	www.tableau.com/trial/tableau-software
math wolfram calculator	$1.57	1	www.wolfram.com/artificial-intelligence/
math wolfram online	$1.57	1	www.wolfram.com/artificial-intelligence/
dataminer	$8.56	1	www.grepsr.com/data-scraping-grepsr/
sps commerce	$3.27	1	engage.cleo.com/b2b-integration-platform/?utm_source=google&utm_medium=cpc&utm_campaign=competitors&utm_term=sps%20commerce
netsuite reporting	$26.02	1	www.phocassoftware.com/l/integrations/netsuite
claude api	$6.23	1	www.cdata.com/ai/integrations/anthropic/

Common complaints- recurring incumbent review cons = product gaps to exploit

Slow processing with large datasets2×

High licensing and subscription costs1×

Frequent software glitches and crashes1×

Complex interface and steep learning curve1×

High cost and licensing complexity1×

Stability and reliability concerns1×

Lack of robust transaction support1×

High pricing for features1×

Ad creatives- live Google Search ads the incumbents run - copy the angles

IBM SPSS Statistics ibm.com

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