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Most-cited domains in BI & Analytics answers

Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.

Coverage: 170 entities
Confidence: 100%
Freshness: current
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Watching publication Jul 27, 2026

LEADERBOARD

Current rankings

Metric: Cited-answer coverage

Find in tableEntity typeMovementConfidenceEvidence NRank rangeColumnsSort rows

170of 170 rows

Most-cited domains in BI & Analytics answers current rankings
Rank	Entity	Cited-answer coverage	Public Prompt Source Best Position	Public Prompt Source Cited Answer Count	Public Prompt Source Distinct Url Count	Public Prompt Source Engine Breadth	Public Prompt Source Mean Position	Public Prompt Source Median Position	Confidence	N	Change	Trend	Explain
01	domo.comsource	29.2%	1	14	17	3	3.8	4	100%	48	—	—	Why this rank
02	reddit.comsource	25.0%	3	12	12	3	5.7	6	100%	48	—	—	Why this rank
03	holistics.iosource	22.9%	1	11	12	3	4	4	100%	48	—	—	Why this rank
04	gartner.comsource	16.7%	1	8	2	3	4.2	4	100%	48	—	—	Why this rank
05	linkedin.comsource	16.7%	1	8	8	3	4.6	5	100%	48	—	—	Why this rank
06	youtube.comsource	16.7%	1	8	9	2	3.8	3	100%	48	—	—	Why this rank
07	thoughtspot.comsource	14.6%	2	7	4	2	3.3	3	100%	48	—	—	Why this rank
08	querio.aisource	12.5%	2	6	6	3	3.5	3.5	100%	48	—	—	Why this rank
09	ovaledge.comsource	12.5%	1	6	4	2	3.5	2.5	100%	48	—	—	Why this rank
10	gooddata.aisource	10.4%	1	5	3	3	2.6	3	100%	48	—	—	Why this rank
11	medium.comsource	10.4%	2	5	5	2	4.2	4	100%	48	—	—	Why this rank
12	atscale.comsource	8.3%	1	4	4	3	2.5	2	100%	48	—	—	Why this rank
13	sisense.comsource	8.3%	1	4	2	3	3	3	100%	48	—	—	Why this rank
14	atlan.comsource	8.3%	3	4	2	3	4.8	4.5	100%	48	—	—	Why this rank
15	monday.comsource	8.3%	2	4	1	2	3.8	3	100%	48	—	—	Why this rank
16	promethium.aisource	6.3%	1	3	2	3	2	1	100%	48	—	—	Why this rank
17	viasocket.comsource	6.3%	1	3	2	3	3	2	100%	48	—	—	Why this rank
18	barc.comsource	6.3%	1	3	3	3	4	4	100%	48	—	—	Why this rank
19	omni.cosource	6.3%	1	3	3	2	1.7	2	100%	48	—	—	Why this rank
20	cloud.google.comsource	6.3%	1	3	4	2	2.3	2.5	100%	48	—	—	Why this rank
21	certlibrary.comsource	6.3%	1	3	2	2	3.7	4	100%	48	—	—	Why this rank
22	luzmo.comsource	6.3%	1	3	7	2	4.4	4	100%	48	—	—	Why this rank
23	knowi.comsource	6.3%	4	3	3	2	5	5	100%	48	—	—	Why this rank
24	g2.comsource	6.3%	2	3	3	2	5	6	100%	48	—	—	Why this rank
25	brcci.orgsource	4.2%	1	2	1	2	1.5	1.5	100%	48	—	—	Why this rank
26	learn.microsoft.comsource	4.2%	1	2	3	2	2.7	2	100%	48	—	—	Why this rank
27	acceldata.iosource	4.2%	1	2	1	2	2.5	2.5	100%	48	—	—	Why this rank
28	toucantoco.comsource	4.2%	2	2	2	2	2.5	2.5	100%	48	—	—	Why this rank
29	qlik.comsource	4.2%	2	2	2	2	3	3	100%	48	—	—	Why this rank
30	researchgate.netsource	4.2%	4	2	2	2	4	4	100%	48	—	—	Why this rank
31	yurbi.comsource	4.2%	1	2	1	2	4	4	100%	48	—	—	Why this rank
32	collibra.comsource	4.2%	3	2	3	2	4.3	4	100%	48	—	—	Why this rank
33	aerospike.comsource	4.2%	3	2	1	2	4.5	4.5	100%	48	—	—	Why this rank
34	draxlr.comsource	4.2%	4	2	2	2	5	5	100%	48	—	—	Why this rank
35	definite.appsource	4.2%	4	2	1	2	6	6	100%	48	—	—	Why this rank
36	latentview.comsource	4.2%	4	2	2	2	6	6	100%	48	—	—	Why this rank
37	revealbi.iosource	4.2%	7	2	2	2	7.5	7.5	100%	48	—	—	Why this rank
38	community.qlik.comsource	4.2%	1	2	2	1	4	4	100%	48	—	—	Why this rank
39	community.fabric.microsoft.comsource	4.2%	5	2	3	1	6	6	100%	48	—	—	Why this rank
40	analytics8.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
41	boldreports.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
42	business.udemy.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
43	celonis.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
44	datatako.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
45	fin.aisource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
46	hrvoje-smolic.medium.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
47	improvado.iosource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
48	integrate.iosource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
49	kyvosinsights.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
50	masterofcode.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
51	metabase.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
52	mokkup.aisource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
53	nhimg.orgsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
54	prophecy.aisource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
55	skyvia.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
56	softwareseni.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
57	supportbench.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
58	abbacustechnologies.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
59	agilebrandguide.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
60	amplitude.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
61	bitsolutiongroup.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
62	cloudflare.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
63	corpusiq.iosource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
64	davidsj.substack.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
65	dotcms.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
66	link.springer.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
67	mammoth.iosource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
68	skypoint.aisource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
69	softwarereviews.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
70	tellius.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
71	tribalhabits.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
72	visionwrights.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
73	worldmetrics.orgsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
74	zapier.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
75	ajelix.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
76	assimasolutions.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
77	boldbi.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
78	docs.cloud.google.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
79	epcgroup.netsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
80	fleetio.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
81	ijcttjournal.orgsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
82	laurihanninen.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
83	montecarlo.aisource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
84	opendatascience.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
85	petronellatech.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
86	primetric.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
87	qrvey.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
88	techtarget.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
89	unwinddata.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
90	versaclouderp.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
91	wiz.iosource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
92	astrato.iosource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
93	capterra.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
94	freshbi.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
95	getbruin.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
96	getdbt.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
97	gocollectiv.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
98	goinsight.aisource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
99	kiteworks.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
100	kpipartners.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
101	livelytics.aisource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
102	lumi-ai.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
103	powerbiconsulting.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
104	productresources.collibra.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
105	sphericalinsights.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
106	vishnutr.medium.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
107	azure.microsoft.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
108	bigid.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
109	bmc.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
110	cdn.prod.website-files.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
111	community.holistics.iosource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
112	cube.devsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
113	explo.cosource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
114	forums.h2kinfosys.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
115	getgalaxy.iosource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
116	helicalinsight.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
117	ihrim.orgsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
118	kilo.aisource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
119	kyubit.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
120	landbase.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
121	maccelerator.lasource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
122	microsoft.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
123	multishoring.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
124	polestaranalytics.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
125	quaeris.aisource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
126	quickstarts.sigmacomputing.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
127	splashbi.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
128	starburst.iosource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
129	techradar.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
130	vidi-corp.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
131	agility-at-scale.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
132	alphabold.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
133	augmentcode.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
134	b-eye.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
135	corcava.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
136	crozdesk.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
137	discuss.google.devsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
138	fortunebusinessinsights.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
139	functionalanalytics.nlsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
140	holisticads.cosource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
141	itconvergence.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
142	kyligence.iosource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
143	mopinion.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
144	pcmag.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
145	silvon.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
146	slingshotapp.iosource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
147	solutions.trustradius.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
148	zebrabi.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
149	acrotrend.comsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
150	alation.comsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
151	chartexpo.comsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
152	diva-portal.orgsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
153	dremio.comsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
154	flowwright.comsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
155	imensosoftware.comsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
156	kaelio.comsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
157	motherduck.comsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
158	pax8.comsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
159	bluqube.co.uksource	2.1%	8	1	1	1	8	8	100%	48	—	—	Why this rank
160	crmt.comsource	2.1%	8	1	1	1	8	8	100%	48	—	—	Why this rank
161	dynamics.folio3.comsource	2.1%	8	1	1	1	8	8	100%	48	—	—	Why this rank
162	embedded-analytics.infosource	2.1%	8	1	1	1	8	8	100%	48	—	—	Why this rank
163	plgos.comsource	2.1%	8	1	1	1	8	8	100%	48	—	—	Why this rank
164	solutionsreview.comsource	2.1%	8	1	1	1	8	8	100%	48	—	—	Why this rank
165	stonefly.comsource	2.1%	8	1	1	1	8	8	100%	48	—	—	Why this rank
166	basedash.comsource	2.1%	9	1	1	1	9	9	100%	48	—	—	Why this rank
167	docs.holistics.iosource	2.1%	9	1	1	1	9	9	100%	48	—	—	Why this rank
168	flowlu.comsource	2.1%	9	1	1	1	9	9	100%	48	—	—	Why this rank
169	softwareadvice.comsource	2.1%	9	1	1	1	9	9	100%	48	—	—	Why this rank
170	thebridgedigital.com.ausource	2.1%	9	1	1	1	9	9	100%	48	—	—	Why this rank

Most-cited domains in BI & Analytics answers current rankings
Rank	Entity	Cited-answer coverage	Public Prompt Source Best Position	Public Prompt Source Cited Answer Count	Public Prompt Source Distinct Url Count	Public Prompt Source Engine Breadth	Public Prompt Source Mean Position	Public Prompt Source Median Position	Confidence	N	Change	Trend	Explain
01	domo.comsource	29.2%	1	14	17	3	3.8	4	100%	48	—	—	Why this rank
02	reddit.comsource	25.0%	3	12	12	3	5.7	6	100%	48	—	—	Why this rank
03	holistics.iosource	22.9%	1	11	12	3	4	4	100%	48	—	—	Why this rank
04	gartner.comsource	16.7%	1	8	2	3	4.2	4	100%	48	—	—	Why this rank
05	linkedin.comsource	16.7%	1	8	8	3	4.6	5	100%	48	—	—	Why this rank
06	youtube.comsource	16.7%	1	8	9	2	3.8	3	100%	48	—	—	Why this rank
07	thoughtspot.comsource	14.6%	2	7	4	2	3.3	3	100%	48	—	—	Why this rank
08	querio.aisource	12.5%	2	6	6	3	3.5	3.5	100%	48	—	—	Why this rank
09	ovaledge.comsource	12.5%	1	6	4	2	3.5	2.5	100%	48	—	—	Why this rank
10	gooddata.aisource	10.4%	1	5	3	3	2.6	3	100%	48	—	—	Why this rank
11	medium.comsource	10.4%	2	5	5	2	4.2	4	100%	48	—	—	Why this rank
12	atscale.comsource	8.3%	1	4	4	3	2.5	2	100%	48	—	—	Why this rank
13	sisense.comsource	8.3%	1	4	2	3	3	3	100%	48	—	—	Why this rank
14	atlan.comsource	8.3%	3	4	2	3	4.8	4.5	100%	48	—	—	Why this rank
15	monday.comsource	8.3%	2	4	1	2	3.8	3	100%	48	—	—	Why this rank
16	promethium.aisource	6.3%	1	3	2	3	2	1	100%	48	—	—	Why this rank
17	viasocket.comsource	6.3%	1	3	2	3	3	2	100%	48	—	—	Why this rank
18	barc.comsource	6.3%	1	3	3	3	4	4	100%	48	—	—	Why this rank
19	omni.cosource	6.3%	1	3	3	2	1.7	2	100%	48	—	—	Why this rank
20	cloud.google.comsource	6.3%	1	3	4	2	2.3	2.5	100%	48	—	—	Why this rank
21	certlibrary.comsource	6.3%	1	3	2	2	3.7	4	100%	48	—	—	Why this rank
22	luzmo.comsource	6.3%	1	3	7	2	4.4	4	100%	48	—	—	Why this rank
23	knowi.comsource	6.3%	4	3	3	2	5	5	100%	48	—	—	Why this rank
24	g2.comsource	6.3%	2	3	3	2	5	6	100%	48	—	—	Why this rank
25	brcci.orgsource	4.2%	1	2	1	2	1.5	1.5	100%	48	—	—	Why this rank
26	learn.microsoft.comsource	4.2%	1	2	3	2	2.7	2	100%	48	—	—	Why this rank
27	acceldata.iosource	4.2%	1	2	1	2	2.5	2.5	100%	48	—	—	Why this rank
28	toucantoco.comsource	4.2%	2	2	2	2	2.5	2.5	100%	48	—	—	Why this rank
29	qlik.comsource	4.2%	2	2	2	2	3	3	100%	48	—	—	Why this rank
30	researchgate.netsource	4.2%	4	2	2	2	4	4	100%	48	—	—	Why this rank
31	yurbi.comsource	4.2%	1	2	1	2	4	4	100%	48	—	—	Why this rank
32	collibra.comsource	4.2%	3	2	3	2	4.3	4	100%	48	—	—	Why this rank
33	aerospike.comsource	4.2%	3	2	1	2	4.5	4.5	100%	48	—	—	Why this rank
34	draxlr.comsource	4.2%	4	2	2	2	5	5	100%	48	—	—	Why this rank
35	definite.appsource	4.2%	4	2	1	2	6	6	100%	48	—	—	Why this rank
36	latentview.comsource	4.2%	4	2	2	2	6	6	100%	48	—	—	Why this rank
37	revealbi.iosource	4.2%	7	2	2	2	7.5	7.5	100%	48	—	—	Why this rank
38	community.qlik.comsource	4.2%	1	2	2	1	4	4	100%	48	—	—	Why this rank
39	community.fabric.microsoft.comsource	4.2%	5	2	3	1	6	6	100%	48	—	—	Why this rank
40	analytics8.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
41	boldreports.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
42	business.udemy.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
43	celonis.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
44	datatako.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
45	fin.aisource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
46	hrvoje-smolic.medium.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
47	improvado.iosource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
48	integrate.iosource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
49	kyvosinsights.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
50	masterofcode.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
51	metabase.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
52	mokkup.aisource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
53	nhimg.orgsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
54	prophecy.aisource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
55	skyvia.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
56	softwareseni.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
57	supportbench.comsource	2.1%	1	1	1	1	1	1	100%	48	—	—	Why this rank
58	abbacustechnologies.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
59	agilebrandguide.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
60	amplitude.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
61	bitsolutiongroup.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
62	cloudflare.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
63	corpusiq.iosource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
64	davidsj.substack.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
65	dotcms.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
66	link.springer.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
67	mammoth.iosource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
68	skypoint.aisource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
69	softwarereviews.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
70	tellius.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
71	tribalhabits.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
72	visionwrights.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
73	worldmetrics.orgsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
74	zapier.comsource	2.1%	2	1	1	1	2	2	100%	48	—	—	Why this rank
75	ajelix.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
76	assimasolutions.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
77	boldbi.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
78	docs.cloud.google.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
79	epcgroup.netsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
80	fleetio.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
81	ijcttjournal.orgsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
82	laurihanninen.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
83	montecarlo.aisource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
84	opendatascience.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
85	petronellatech.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
86	primetric.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
87	qrvey.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
88	techtarget.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
89	unwinddata.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
90	versaclouderp.comsource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
91	wiz.iosource	2.1%	3	1	1	1	3	3	100%	48	—	—	Why this rank
92	astrato.iosource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
93	capterra.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
94	freshbi.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
95	getbruin.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
96	getdbt.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
97	gocollectiv.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
98	goinsight.aisource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
99	kiteworks.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
100	kpipartners.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
101	livelytics.aisource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
102	lumi-ai.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
103	powerbiconsulting.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
104	productresources.collibra.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
105	sphericalinsights.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
106	vishnutr.medium.comsource	2.1%	4	1	1	1	4	4	100%	48	—	—	Why this rank
107	azure.microsoft.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
108	bigid.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
109	bmc.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
110	cdn.prod.website-files.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
111	community.holistics.iosource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
112	cube.devsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
113	explo.cosource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
114	forums.h2kinfosys.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
115	getgalaxy.iosource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
116	helicalinsight.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
117	ihrim.orgsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
118	kilo.aisource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
119	kyubit.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
120	landbase.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
121	maccelerator.lasource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
122	microsoft.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
123	multishoring.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
124	polestaranalytics.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
125	quaeris.aisource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
126	quickstarts.sigmacomputing.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
127	splashbi.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
128	starburst.iosource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
129	techradar.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
130	vidi-corp.comsource	2.1%	5	1	1	1	5	5	100%	48	—	—	Why this rank
131	agility-at-scale.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
132	alphabold.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
133	augmentcode.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
134	b-eye.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
135	corcava.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
136	crozdesk.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
137	discuss.google.devsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
138	fortunebusinessinsights.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
139	functionalanalytics.nlsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
140	holisticads.cosource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
141	itconvergence.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
142	kyligence.iosource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
143	mopinion.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
144	pcmag.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
145	silvon.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
146	slingshotapp.iosource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
147	solutions.trustradius.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
148	zebrabi.comsource	2.1%	6	1	1	1	6	6	100%	48	—	—	Why this rank
149	acrotrend.comsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
150	alation.comsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
151	chartexpo.comsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
152	diva-portal.orgsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
153	dremio.comsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
154	flowwright.comsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
155	imensosoftware.comsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
156	kaelio.comsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
157	motherduck.comsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
158	pax8.comsource	2.1%	7	1	1	1	7	7	100%	48	—	—	Why this rank
159	bluqube.co.uksource	2.1%	8	1	1	1	8	8	100%	48	—	—	Why this rank
160	crmt.comsource	2.1%	8	1	1	1	8	8	100%	48	—	—	Why this rank
161	dynamics.folio3.comsource	2.1%	8	1	1	1	8	8	100%	48	—	—	Why this rank
162	embedded-analytics.infosource	2.1%	8	1	1	1	8	8	100%	48	—	—	Why this rank
163	plgos.comsource	2.1%	8	1	1	1	8	8	100%	48	—	—	Why this rank
164	solutionsreview.comsource	2.1%	8	1	1	1	8	8	100%	48	—	—	Why this rank
165	stonefly.comsource	2.1%	8	1	1	1	8	8	100%	48	—	—	Why this rank
166	basedash.comsource	2.1%	9	1	1	1	9	9	100%	48	—	—	Why this rank
167	docs.holistics.iosource	2.1%	9	1	1	1	9	9	100%	48	—	—	Why this rank
168	flowlu.comsource	2.1%	9	1	1	1	9	9	100%	48	—	—	Why this rank
169	softwareadvice.comsource	2.1%	9	1	1	1	9	9	100%	48	—	—	Why this rank
170	thebridgedigital.com.ausource	2.1%	9	1	1	1	9	9	100%	48	—	—	Why this rank

Primary brandPrompt intentAnswer enginePrompt contains

Run live test

Answer presence62.5%30/48 filtered answers mention or cite Microsoft Power BI

Selected-set share32.6%Share of answer-presences among the compared brands, not market share

Owned citation answers58 answer-level URL signals on reviewed owned domains

Engine breadth3/3Engines with at least one observed presence

Filtered competitive answer-presence comparison
Brand	Presence	Vs. primary	Selected share	Mentions	Cited answers	Owned URL signals	Engine breadth
Microsoft Power BImicrosoft.com	62.5%30/48	BASE	32.6%	109	5	8	3/3
Google Lookercloud.google.com	54.2%26/48	-8.3 pp	28.3%	101	3	5	3/3
Tableautableau.com	47.9%23/48	-14.6 pp	25.0%	91	0	0	3/3
Qlik Cloud Analyticsqlik.com	27.1%13/48	-35.4 pp	14.1%	36	3	4	3/3

ANSWER-LEVEL OBSERVATIONS

Prompt × engine matrix

16 prompts · 48 immutable answer hashes · empty cells mean no compared brand was detected.

Brand presence by public prompt and answer engine
Public prompt	OpenAIopenai/gpt-4o-mini	Anthropicanthropic/claude-haiku-4-5	Geminigoogle/gemini-2.5-flash
01 Which business intelligence platforms are best for governed self-service analysis by business users and analysts?recommendation	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics · C1 5 source URLs`175ac37e`	Microsoft Power BI · C4TableauGoogle Looker 7 source URLs`e3d0aec4`	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics 8 source URLs`18c5c353`
02 Recommend an enterprise BI platform with a governed semantic layer, lineage, certification, permissions, and auditability.recommendation	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics 5 source URLs`e7215d63`	Google Looker 7 source URLs`7aa23a92`	No selected brand 7 source URLs`ac0a0432`
03 Which analytics platforms are strongest for embedding branded dashboards, metrics, and interactive exploration into a SaaS product?recommendation	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics 9 source URLs`6685db02`	Microsoft Power BIGoogle Looker 6 source URLs`9448b41e`	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics 8 source URLs`b2f2bc24`
04 Recommend a BI platform for executive scorecards, board reporting, scheduled distribution, mobile access, and trusted company metrics.recommendation	Microsoft Power BITableau 5 source URLs`2213daaa`	Microsoft Power BITableauGoogle Looker 7 source URLs`1cff7b58`	Microsoft Power BI 6 source URLs`84bc29ea`
05 Which analytics platforms are best for developer workflows, version control, APIs, reusable models, and analytics as code?recommendation	No selected brand 6 source URLs`07fb626d`	Google Looker 9 source URLs`1a871f09`	No selected brand 7 source URLs`40669d2d`
06 Recommend a business intelligence platform for live analysis on a modern cloud warehouse without unnecessary data extracts.recommendation	Microsoft Power BITableauGoogle Looker · C1 6 source URLs`a8c689f6`	Microsoft Power BITableauGoogle Looker 6 source URLs`05192354`	No selected brand 5 source URLs`11654419`
07 Which BI platforms provide the strongest governed natural-language query, automated insight, and generative AI analysis experience?recommendation	Microsoft Power BITableauGoogle Looker 8 source URLs`4a6adadd`	Microsoft Power BITableauGoogle Looker · C3 7 source URLs`e62378c0`	No selected brand 7 source URLs`61d9294d`
08 What analytics platform should a startup evaluate for fast setup, reasonable cost, embedded use, and low administration overhead?recommendation	Microsoft Power BI 5 source URLs`c96953a6`	No selected brand 8 source URLs`056786b3`	Google Looker 8 source URLs`dc7a1941`
09 Compare business intelligence platforms on modeling, governance, visualization, performance, collaboration, embedding, AI, and support.commercial	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics 7 source URLs`2f560742`	Microsoft Power BI · C1TableauGoogle LookerQlik Cloud Analytics 9 source URLs`5fb18bbf`	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics 7 source URLs`676e1570`
10 How should a buyer compare BI pricing across creators, viewers, capacity, embedded usage, data volume, and premium features?commercial	Microsoft Power BI 10 source URLs`d9619fff`	Microsoft Power BIQlik Cloud Analytics · C1 6 source URLs`ba823b3d`	Microsoft Power BI · C1 8 source URLs`d89b48eb`
11 Create a proof-of-concept scorecard for BI platforms covering time to insight, metric consistency, query speed, adoption, and administration.commercial	No selected brand 0 source URLs`fb2cf4ca`	No selected brand 6 source URLs`8c5f082c`	No selected brand 0 source URLs`98d3ca24`
12 Compare analytics platforms on semantic modeling, reusable metrics, row-level security, lineage, testing, and change management.commercial	Microsoft Power BI · C1TableauGoogle Looker 7 source URLs`8146b75b`	Microsoft Power BITableauGoogle Looker 8 source URLs`98127433`	Microsoft Power BITableauGoogle Looker 7 source URLs`d6f8cfed`
13 Which criteria expose lock-in and migration risk when selecting a strategic business intelligence platform?commercial	No selected brand 7 source URLs`37b95786`	No selected brand 6 source URLs`5b73a101`	No selected brand 7 source URLs`3b796f20`
14 Compare BI vendors on private connectivity, encryption, identity, audit logs, data residency, and regulated-industry controls.commercial	Microsoft Power BITableauGoogle Looker 4 source URLs`20b1fc00`	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics · C2 7 source URLs`4b5f8ab6`	Microsoft Power BI · C1 9 source URLs`9e18398b`
15 Create a shortlist of analytics and business intelligence vendors for a global enterprise standardizing reports, metrics, and exploration.commercial	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics 6 source URLs`e9ffd201`	Microsoft Power BITableauGoogle Looker · C1Qlik Cloud Analytics 5 source URLs`a0819790`	Microsoft Power BITableauGoogle LookerQlik Cloud Analytics 6 source URLs`a9edce70`
16 When should a company consolidate dashboarding, semantic metrics, embedded analytics, planning, and AI analysis on one BI platform?commercial	No selected brand 8 source URLs`dc6389a7`	No selected brand 9 source URLs`d111014f`	No selected brand 8 source URLs`7c7efe6d`

STRUCTURED CITATION LEDGER

Sources shaping this filtered view

Hostnames are derived from validated public HTTP(S) URLs, not provider-supplied domain labels.

Validated citation sources in filtered answers
Source hostname	Cited answers	Distinct URLs	Engine breadth	Best position	Evidence
domo.com	14	17	3	#1	Open source ↗
reddit.com	12	12	3	#3	Open source ↗
holistics.io	11	12	3	#1	Open source ↗
youtube.com	8	9	2	#1	Open source ↗
linkedin.com	8	8	3	#1	Open source ↗
gartner.com	8	2	3	#1	Open source ↗
thoughtspot.com	7	4	2	#2	Open source ↗
querio.ai	6	6	3	#2	Open source ↗
ovaledge.com	6	4	2	#1	Open source ↗
medium.com	5	5	2	#2	Open source ↗
gooddata.ai	5	3	3	#1	Open source ↗
atscale.com	4	4	3	#1	Open source ↗
sisense.com	4	2	3	#1	Open source ↗
atlan.com	4	2	3	#3	Open source ↗
monday.com	4	1	2	#2	Open source ↗
luzmo.com	3	7	2	#1	Open source ↗
cloud.google.com	3	4	2	#1	Open source ↗
barc.com	3	3	3	#1	Open source ↗
omni.co	3	3	2	#1	Open source ↗
g2.com	3	3	2	#2	Open source ↗

PUBLIC-BENCHMARK PRIVACY BOUNDARY

This report contains only code-reviewed public prompts, deterministic brand counts, answer hashes, and validated structured citation URLs. Full model answers are neither stored nor published here. No customer, organization, or private tracked-prompt data is included.

bi-analytics-platforms-2026-07-27 / 4-bi-analytics-platforms-2026-07-27-models-64232fd32583

Most-cited domains in BI & Analytics answers

Current rankings

Brand vs. market

Prompt × engine matrix

Sources shaping this filtered view

Brand vs. market

Prompt × engine matrix

Sources shaping this filtered view