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Most-cited domains in Enterprise Search answers

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

Cohort coverage: 138 / 138 · 100%
Evidence: 966 observations
Freshness: current
Pipeline health: Refresh healthy
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Watching publication Jul 27, 2026

Publication historyLatest publicationJul 27, 2026, 12:00 AM UTC

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138 rows · 966 observations · 100% confidencePublic Enterprise Search answer source visibility v2-parent-8042b71372e825c6 →

Leaderboard

Current rankings

Metric: Cited-answer coverage

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138of 138 rows

Most-cited domains in Enterprise Search 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	gosearch.aisource	16.7%	1	6	3	3	3.3	3	100%	36	—	—	Why this rank
02	kore.aisource	16.7%	1	6	2	3	3.7	4	100%	36	—	—	Why this rank
03	glean.comsource	13.9%	2	5	4	3	3.4	3	100%	36	—	—	Why this rank
04	reddit.comsource	13.9%	3	5	5	3	6	7	100%	36	—	—	Why this rank
05	medium.comsource	13.9%	1	5	5	2	4.8	6	100%	36	—	—	Why this rank
06	youtube.comsource	13.9%	1	5	5	2	5	7	100%	36	—	—	Why this rank
07	moveworks.comsource	11.1%	4	4	4	3	4.3	4	100%	36	—	—	Why this rank
08	learn.microsoft.comsource	11.1%	1	4	3	2	3.8	3.5	100%	36	—	—	Why this rank
09	github.comsource	8.3%	1	3	2	3	3	2	100%	36	—	—	Why this rank
10	shaped.aisource	8.3%	4	3	1	3	4	4	100%	36	—	—	Why this rank
11	meilisearch.comsource	8.3%	3	3	2	3	5.3	4	100%	36	—	—	Why this rank
12	truefoundry.comsource	8.3%	3	3	2	3	5.3	5	100%	36	—	—	Why this rank
13	dev.tosource	8.3%	4	3	2	3	6	5	100%	36	—	—	Why this rank
14	dust.ttsource	8.3%	1	3	2	2	3	1	100%	36	—	—	Why this rank
15	onyx.appsource	8.3%	3	3	3	2	4.3	3	100%	36	—	—	Why this rank
16	vdf.aisource	8.3%	1	3	3	2	5	6	100%	36	—	—	Why this rank
17	gartner.comsource	8.3%	1	3	3	1	3.3	2	100%	36	—	—	Why this rank
18	coveo.comsource	5.6%	1	2	1	2	1.5	1.5	100%	36	—	—	Why this rank
19	elastic.cosource	5.6%	1	2	2	2	1.5	1.5	100%	36	—	—	Why this rank
20	hebbia.comsource	5.6%	1	2	1	2	2	2	100%	36	—	—	Why this rank
21	superlinked.comsource	5.6%	1	2	1	2	2	2	100%	36	—	—	Why this rank
22	lucidworks.comsource	5.6%	2	2	1	2	2.5	2.5	100%	36	—	—	Why this rank
23	read.aisource	5.6%	1	2	1	2	2.5	2.5	100%	36	—	—	Why this rank
24	aerospike.comsource	5.6%	3	2	1	2	3	3	100%	36	—	—	Why this rank
25	blueboltsolutions.comsource	5.6%	1	2	1	2	3	3	100%	36	—	—	Why this rank
26	uplandsoftware.comsource	5.6%	2	2	1	2	3	3	100%	36	—	—	Why this rank
27	arxiv.orgsource	5.6%	3	2	2	2	3.5	3.5	100%	36	—	—	Why this rank
28	ibm.comsource	5.6%	1	2	2	2	3.5	3.5	100%	36	—	—	Why this rank
29	jeeva.aisource	5.6%	2	2	1	2	3.5	3.5	100%	36	—	—	Why this rank
30	braintrust.devsource	5.6%	4	2	2	2	4	4	100%	36	—	—	Why this rank
31	chapsvision.comsource	5.6%	4	2	1	2	4	4	100%	36	—	—	Why this rank
32	chitika.comsource	5.6%	4	2	2	2	4	4	100%	36	—	—	Why this rank
33	coworker.aisource	5.6%	2	2	1	2	4	4	100%	36	—	—	Why this rank
34	linkedin.comsource	5.6%	3	2	2	2	4	4	100%	36	—	—	Why this rank
35	actionsync.aisource	5.6%	1	2	2	2	4.5	4.5	100%	36	—	—	Why this rank
36	firecrawl.devsource	5.6%	4	2	2	2	4.5	4.5	100%	36	—	—	Why this rank
37	multimodal.devsource	5.6%	3	2	1	1	3.5	3.5	100%	36	—	—	Why this rank
38	docs.cloud.google.comsource	5.6%	6	2	2	1	6	6	100%	36	—	—	Why this rank
39	aiopsschool.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
40	atolio.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
41	contellect.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
42	cygeniq.aisource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
43	front.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
44	getmaxim.aisource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
45	in-com.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
46	omninow.netsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
47	quellixlabs.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
48	salfati.groupsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
49	squirro.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
50	techcommunity.microsoft.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
51	alibabacloud.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
52	arphie.aisource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
53	atlan.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
54	aviso.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
55	bigdataboutique.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
56	blog.box.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
57	blog.elest.iosource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
58	claritybizsol.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
59	community.moveworks.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
60	controlplane.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
61	fiddler.aisource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
62	instaclustr.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
63	instagram.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
64	kyndryl.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
65	mdpi.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
66	notion.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
67	salesforce.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
68	sengo.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
69	signisys.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
70	solved.scality.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
71	tilde.aisource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
72	weaviate.iosource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
73	slack.comsource	2.8%	1	1	3	1	2.7	3	100%	36	—	—	Why this rank
74	akash-shah.medium.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
75	appliedaiconsulting.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
76	aws.amazon.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
77	codingscape.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
78	featurebase.appsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
79	flur.eesource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
80	gradial.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
81	iamondemand.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
82	phoenixdata.aisource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
83	pydantic.devsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
84	sciup.orgsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
85	strapi.iosource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
86	tigerdata.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
87	wonderchat.iosource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
88	zbrain.aisource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
89	activeloop.aisource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
90	barndoor.aisource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
91	encompaas.cloudsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
92	fluidtopics.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
93	io.netsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
94	kiteworks.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
95	mongodb.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
96	openobserve.aisource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
97	reworked.cosource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
98	swirlaiconnect.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
99	opensearch.orgsource	2.8%	4	1	2	1	4.5	4.5	100%	36	—	—	Why this rank
100	atomicwork.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
101	blog.itil.orgsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
102	bloomfire.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
103	cohere.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
104	datacamp.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
105	ibl.aisource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
106	merge.devsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
107	opentext.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
108	optro.aisource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
109	questionbase.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
110	reco.aisource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
111	researchgate.netsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
112	sas.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
113	saxon.aisource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
114	seekr.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
115	techcrunch.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
116	docs.moveworks.comsource	2.8%	3	1	4	1	5.3	5	100%	36	—	—	Why this rank
117	alpha-sense.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
118	alrafayglobal.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
119	finout.iosource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
120	happeo.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
121	happysupport.aisource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
122	itic.orgsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
123	open-rag.aisource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
124	solo.iosource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
125	uptrace.devsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
126	aisera.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
127	alkira.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
128	cerf-notebook.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
129	comet.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
130	devopsschool.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
131	stravito.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
132	upcloud.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Viewing why
133	xebia.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
134	agentboutique.aisource	2.8%	8	1	1	1	8	8	100%	36	—	—	Why this rank
135	egain.comsource	2.8%	8	1	1	1	8	8	100%	36	—	—	Why this rank
136	pmc.ncbi.nlm.nih.govsource	2.8%	8	1	1	1	8	8	100%	36	—	—	Why this rank
137	cake.aisource	2.8%	9	1	1	1	9	9	100%	36	—	—	Why this rank
138	seorankmedia.comsource	2.8%	9	1	1	1	9	9	100%	36	—	—	Why this rank

Most-cited domains in Enterprise Search 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	gosearch.aisource	16.7%	1	6	3	3	3.3	3	100%	36	—	—	Why this rank
02	kore.aisource	16.7%	1	6	2	3	3.7	4	100%	36	—	—	Why this rank
03	glean.comsource	13.9%	2	5	4	3	3.4	3	100%	36	—	—	Why this rank
04	reddit.comsource	13.9%	3	5	5	3	6	7	100%	36	—	—	Why this rank
05	medium.comsource	13.9%	1	5	5	2	4.8	6	100%	36	—	—	Why this rank
06	youtube.comsource	13.9%	1	5	5	2	5	7	100%	36	—	—	Why this rank
07	moveworks.comsource	11.1%	4	4	4	3	4.3	4	100%	36	—	—	Why this rank
08	learn.microsoft.comsource	11.1%	1	4	3	2	3.8	3.5	100%	36	—	—	Why this rank
09	github.comsource	8.3%	1	3	2	3	3	2	100%	36	—	—	Why this rank
10	shaped.aisource	8.3%	4	3	1	3	4	4	100%	36	—	—	Why this rank
11	meilisearch.comsource	8.3%	3	3	2	3	5.3	4	100%	36	—	—	Why this rank
12	truefoundry.comsource	8.3%	3	3	2	3	5.3	5	100%	36	—	—	Why this rank
13	dev.tosource	8.3%	4	3	2	3	6	5	100%	36	—	—	Why this rank
14	dust.ttsource	8.3%	1	3	2	2	3	1	100%	36	—	—	Why this rank
15	onyx.appsource	8.3%	3	3	3	2	4.3	3	100%	36	—	—	Why this rank
16	vdf.aisource	8.3%	1	3	3	2	5	6	100%	36	—	—	Why this rank
17	gartner.comsource	8.3%	1	3	3	1	3.3	2	100%	36	—	—	Why this rank
18	coveo.comsource	5.6%	1	2	1	2	1.5	1.5	100%	36	—	—	Why this rank
19	elastic.cosource	5.6%	1	2	2	2	1.5	1.5	100%	36	—	—	Why this rank
20	hebbia.comsource	5.6%	1	2	1	2	2	2	100%	36	—	—	Why this rank
21	superlinked.comsource	5.6%	1	2	1	2	2	2	100%	36	—	—	Why this rank
22	lucidworks.comsource	5.6%	2	2	1	2	2.5	2.5	100%	36	—	—	Why this rank
23	read.aisource	5.6%	1	2	1	2	2.5	2.5	100%	36	—	—	Why this rank
24	aerospike.comsource	5.6%	3	2	1	2	3	3	100%	36	—	—	Why this rank
25	blueboltsolutions.comsource	5.6%	1	2	1	2	3	3	100%	36	—	—	Why this rank
26	uplandsoftware.comsource	5.6%	2	2	1	2	3	3	100%	36	—	—	Why this rank
27	arxiv.orgsource	5.6%	3	2	2	2	3.5	3.5	100%	36	—	—	Why this rank
28	ibm.comsource	5.6%	1	2	2	2	3.5	3.5	100%	36	—	—	Why this rank
29	jeeva.aisource	5.6%	2	2	1	2	3.5	3.5	100%	36	—	—	Why this rank
30	braintrust.devsource	5.6%	4	2	2	2	4	4	100%	36	—	—	Why this rank
31	chapsvision.comsource	5.6%	4	2	1	2	4	4	100%	36	—	—	Why this rank
32	chitika.comsource	5.6%	4	2	2	2	4	4	100%	36	—	—	Why this rank
33	coworker.aisource	5.6%	2	2	1	2	4	4	100%	36	—	—	Why this rank
34	linkedin.comsource	5.6%	3	2	2	2	4	4	100%	36	—	—	Why this rank
35	actionsync.aisource	5.6%	1	2	2	2	4.5	4.5	100%	36	—	—	Why this rank
36	firecrawl.devsource	5.6%	4	2	2	2	4.5	4.5	100%	36	—	—	Why this rank
37	multimodal.devsource	5.6%	3	2	1	1	3.5	3.5	100%	36	—	—	Why this rank
38	docs.cloud.google.comsource	5.6%	6	2	2	1	6	6	100%	36	—	—	Why this rank
39	aiopsschool.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
40	atolio.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
41	contellect.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
42	cygeniq.aisource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
43	front.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
44	getmaxim.aisource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
45	in-com.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
46	omninow.netsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
47	quellixlabs.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
48	salfati.groupsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
49	squirro.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
50	techcommunity.microsoft.comsource	2.8%	1	1	1	1	1	1	100%	36	—	—	Why this rank
51	alibabacloud.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
52	arphie.aisource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
53	atlan.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
54	aviso.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
55	bigdataboutique.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
56	blog.box.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
57	blog.elest.iosource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
58	claritybizsol.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
59	community.moveworks.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
60	controlplane.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
61	fiddler.aisource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
62	instaclustr.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
63	instagram.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
64	kyndryl.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
65	mdpi.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
66	notion.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
67	salesforce.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
68	sengo.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
69	signisys.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
70	solved.scality.comsource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
71	tilde.aisource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
72	weaviate.iosource	2.8%	2	1	1	1	2	2	100%	36	—	—	Why this rank
73	slack.comsource	2.8%	1	1	3	1	2.7	3	100%	36	—	—	Why this rank
74	akash-shah.medium.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
75	appliedaiconsulting.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
76	aws.amazon.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
77	codingscape.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
78	featurebase.appsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
79	flur.eesource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
80	gradial.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
81	iamondemand.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
82	phoenixdata.aisource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
83	pydantic.devsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
84	sciup.orgsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
85	strapi.iosource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
86	tigerdata.comsource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
87	wonderchat.iosource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
88	zbrain.aisource	2.8%	3	1	1	1	3	3	100%	36	—	—	Why this rank
89	activeloop.aisource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
90	barndoor.aisource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
91	encompaas.cloudsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
92	fluidtopics.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
93	io.netsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
94	kiteworks.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
95	mongodb.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
96	openobserve.aisource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
97	reworked.cosource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
98	swirlaiconnect.comsource	2.8%	4	1	1	1	4	4	100%	36	—	—	Why this rank
99	opensearch.orgsource	2.8%	4	1	2	1	4.5	4.5	100%	36	—	—	Why this rank
100	atomicwork.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
101	blog.itil.orgsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
102	bloomfire.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
103	cohere.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
104	datacamp.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
105	ibl.aisource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
106	merge.devsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
107	opentext.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
108	optro.aisource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
109	questionbase.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
110	reco.aisource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
111	researchgate.netsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
112	sas.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
113	saxon.aisource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
114	seekr.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
115	techcrunch.comsource	2.8%	5	1	1	1	5	5	100%	36	—	—	Why this rank
116	docs.moveworks.comsource	2.8%	3	1	4	1	5.3	5	100%	36	—	—	Why this rank
117	alpha-sense.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
118	alrafayglobal.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
119	finout.iosource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
120	happeo.comsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
121	happysupport.aisource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
122	itic.orgsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
123	open-rag.aisource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
124	solo.iosource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
125	uptrace.devsource	2.8%	6	1	1	1	6	6	100%	36	—	—	Why this rank
126	aisera.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
127	alkira.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
128	cerf-notebook.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
129	comet.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
130	devopsschool.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
131	stravito.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
132	upcloud.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Viewing why
133	xebia.comsource	2.8%	7	1	1	1	7	7	100%	36	—	—	Why this rank
134	agentboutique.aisource	2.8%	8	1	1	1	8	8	100%	36	—	—	Why this rank
135	egain.comsource	2.8%	8	1	1	1	8	8	100%	36	—	—	Why this rank
136	pmc.ncbi.nlm.nih.govsource	2.8%	8	1	1	1	8	8	100%	36	—	—	Why this rank
137	cake.aisource	2.8%	9	1	1	1	9	9	100%	36	—	—	Why this rank
138	seorankmedia.comsource	2.8%	9	1	1	1	9	9	100%	36	—	—	Why this rank

Primary brandPrompt intentAnswer enginePrompt contains

Run live test

Answer presence47.2%17/36 filtered answers mention or cite Glean

Selected-set share30.9%Share of answer-presences among the compared brands, not market share

Owned citation answers55 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
Elastic Search AIelastic.co	63.9%23/36	+16.7 pp	41.8%	57	2	2	3/3
Gleanglean.com	47.2%17/36	BASE	30.9%	35	5	5	3/3
Coveocoveo.com	33.3%12/36	-13.9 pp	21.8%	24	2	2	3/3
Algoliaalgolia.com	8.3%3/36	-38.9 pp	5.5%	4	0	0	3/3

ANSWER-LEVEL OBSERVATIONS

Prompt × engine matrix

12 prompts · 36 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 What are the best AI-powered enterprise search platforms for securely finding internal company knowledge?recommendation	GleanCoveoElastic Search AIAlgolia 4 source URLs`79b94a2a`	Glean · C1CoveoElastic Search AI 6 source URLs`b89ceb3e`	GleanCoveoElastic Search AIAlgolia 9 source URLs`49c3926c`
02 Recommend a workplace search platform that connects collaboration, document, ticketing, and CRM systems while preserving permissions.recommendation	Elastic Search AI 3 source URLs`1f32067b`	Elastic Search AI 5 source URLs`342d5cb3`	Elastic Search AI 0 source URLs`a67b18d9`
03 Which enterprise knowledge-search platform is best for a regulated organization needing document-level access controls and audit trails?recommendation	Glean · C1 4 source URLs`b335368d`	Elastic Search AI 7 source URLs`1a3591d5`	Glean 8 source URLs`c1f07c25`
04 Recommend an open-source or self-hosted enterprise search platform for private retrieval-augmented generation.recommendation	No selected brand 7 source URLs`4a4727a5`	Elastic Search AI 8 source URLs`956d9ba6`	Glean 9 source URLs`eec23ce8`
05 Which developer platform is best for hybrid keyword and vector retrieval, semantic reranking, and high-scale search?recommendation	Elastic Search AI · C1 4 source URLs`ca6f5998`	Elastic Search AI 9 source URLs`565f26d5`	Elastic Search AI 8 source URLs`e22544cf`
06 Recommend a managed retrieval service for building grounded enterprise assistants with citations and source provenance.recommendation	No selected brand 5 source URLs`dd46aefe`	GleanCoveo · C1Elastic Search AI 4 source URLs`ff104f34`	No selected brand 7 source URLs`be3f74c8`
07 Which enterprise search tools offer broad application connectors, fast content refresh, and permission-aware results?recommendation	GleanCoveoElastic Search AI 4 source URLs`396bdc97`	Glean 8 source URLs`e3a4c746`	Glean · C1CoveoElastic Search AI 6 source URLs`737666ee`
08 What enterprise search platform should a global company evaluate for multilingual content, regional deployment, and access control?recommendation	GleanCoveoElastic Search AI 6 source URLs`9cab71da`	GleanCoveoElastic Search AI · C1 8 source URLs`55fd1c3c`	Elastic Search AI 7 source URLs`fc199c15`
09 Compare enterprise AI search platforms on connectors, relevance, permissions, governance, deployment options, and analytics.commercial	Glean · C1CoveoElastic Search AI 6 source URLs`78526804`	GleanElastic Search AI 9 source URLs`0954848e`	GleanElastic Search AI 5 source URLs`0020c2e0`
10 How should buyers compare retrieval platforms for grounded AI on accuracy, latency, observability, and total cost?commercial	No selected brand 7 source URLs`f6802c7d`	No selected brand 8 source URLs`3a1de15b`	No selected brand 7 source URLs`1b811d5a`
11 Which enterprise search vendors support private-cloud or on-premises deployment, model flexibility, and customer-managed encryption?commercial	CoveoElastic Search AI 4 source URLs`2efb5191`	No selected brand 0 source URLs`c1ab6282`	No selected brand 7 source URLs`9806ba45`
12 Create a vendor shortlist and proof-of-concept scorecard for modernizing enterprise search and knowledge retrieval.commercial	GleanCoveo · C1Elastic Search AI 4 source URLs`4263b760`	Glean · C1CoveoElastic Search AIAlgolia 6 source URLs`e848a7cf`	No selected brand 6 source URLs`ee19fa61`

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
gosearch.ai	6	3	3	#1	Open source ↗
kore.ai	6	2	3	#1	Open source ↗
medium.com	5	5	2	#1	Open source ↗
youtube.com	5	5	2	#1	Open source ↗
reddit.com	5	5	3	#3	Open source ↗
glean.com	5	4	3	#2	Open source ↗
moveworks.com	4	4	3	#4	Open source ↗
learn.microsoft.com	4	3	2	#1	Open source ↗
gartner.com	3	3	1	#1	Open source ↗
vdf.ai	3	3	2	#1	Open source ↗
onyx.app	3	3	2	#3	Open source ↗
dust.tt	3	2	2	#1	Open source ↗
github.com	3	2	3	#1	Open source ↗
meilisearch.com	3	2	3	#3	Open source ↗
truefoundry.com	3	2	3	#3	Open source ↗
dev.to	3	2	3	#4	Open source ↗
shaped.ai	3	1	3	#4	Open source ↗
actionsync.ai	2	2	2	#1	Open source ↗
elastic.co	2	2	2	#1	Open source ↗
ibm.com	2	2	2	#1	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.

enterprise-search-platforms-2026-07-27 / 4-enterprise-search-platforms-2026-07-27-models-64232fd32583

Some explanation inputs are unavailable Missing: publicFrozenEvidence, comparablePriorRanking.

Published rank: #132
Score: 2.778 percent
Overall confidence: 100%
Coverage: 50%
Sample size: 36
As of: Jul 27, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

7/14 evidenced

Components contributing to upcloud.com's rank
Component	Value	Weight	Contribution	Evidence	Status
aggregateArtifactHash	d5f39bfd0deef36df3454256a71167c9af27325bd03a39c94eaf41157efaade2	Unavailable	—	0	unavailableno_public_frozen_evidence
answerDenominator	36	Unavailable	36	0	unavailableno_public_frozen_evidence
engineDenominator	3	Unavailable	3	0	unavailableno_public_frozen_evidence
hostname	upcloud.com	Unavailable	—	0	unavailableno_public_frozen_evidence
positionDenominator	1	Unavailable	1	0	unavailableno_public_frozen_evidence
positionNumerator	7	Unavailable	7	0	unavailableno_public_frozen_evidence
public prompt source answer coverage	2.777778	100%	2.778	1	available
public prompt source best position	7	0%	0	1	available
public prompt source cited answer count	1	0%	0	1	available
public prompt source distinct url count	1	0%	0	1	available
public prompt source engine breadth	1	0%	0	1	available
public prompt source mean position	7	0%	0	1	available
public prompt source median position	7	0%	0	1	available
sourceVisibilityOnly	1	Unavailable	—	0	unavailableno_public_frozen_evidence

WHY IT MOVED

new since prior snapshot

No rank delta

no_prior_published_snapshot

No comparable component drivers were published.

PRIMARY EVIDENCE

Source trail

7 public records

Cited-answer coveragepublic prompt source answer coverage · observed Jul 27, 2026, 12:00 AM UTC2.778 percent100% confidence
Source
Rank.ai Enterprise Search Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Best citation positionpublic prompt source best position · observed Jul 27, 2026, 12:00 AM UTC7 position100% confidence
Source
Rank.ai Enterprise Search Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Cited answerspublic prompt source cited answer count · observed Jul 27, 2026, 12:00 AM UTC1 answers100% confidence
Source
Rank.ai Enterprise Search Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Distinct citation URLspublic prompt source distinct url count · observed Jul 27, 2026, 12:00 AM UTC1 URLs100% confidence
Source
Rank.ai Enterprise Search Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Engine breadthpublic prompt source engine breadth · observed Jul 27, 2026, 12:00 AM UTC1 engines100% confidence
Source
Rank.ai Enterprise Search Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Mean citation positionpublic prompt source mean position · observed Jul 27, 2026, 12:00 AM UTC7 position100% confidence
Source
Rank.ai Enterprise Search Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗
Median citation positionpublic prompt source median position · observed Jul 27, 2026, 12:00 AM UTC7 position100% confidence
Source
Rank.ai Enterprise Search Prompt Benchmark
Grade
A
Freshness
fresh
Locator
{"corpusVersion":"enterprise-search-platforms-2026-07-27","runArtifactIds":["c67bff45-0a63-4967-b65f-638070ca2236","1003d1e1-86b5-4f77-a49d-ef8d34cc9c8a","0049de52-9845-404f-9cbe-63aa14f59eb2","69653d59-cfee-4de3-a4e4-245dc73f3bcd","74d07019-cce7-47c1-ba05-d65a55d2f023","7210e4cd-00e7-4339-91ef-5eb425a1e932","e7b4d12e-1452-4e23-ac77-39ed2f12df9c","acc79ef6-f96b-4689-ad9e-2a6a6ef6245a","2d1e3de0-8a06-473a-a657-f3bbf9cf22b6","5d853888-8da0-49fa-a958-6085bec49cea","68c0de7d-3ec7-4ccd-b683-b63a27a9fed3","4112baeb-6ddc-41fd-9efe-e6aecfde1fb5","511ceb27-ee40-468a-8de0-9a7543c95dd2","7f3e262f-19d0-4320-aaab-96fca0f037e9","ed41a642-3923-4060-be53-4e1144e8e703","409f5458-0039-49d4-be9f-3258eb73bca7","2025464d-3445-4dbe-9ff4-e9e98a89f554","a8135efe-1449-4035-97b7-62ce2c43e69f","07de764f-ff96-472d-ab89-54135292d95f","6b061eab-37f8-48eb-89f8-dfb9c69ffdde","e5c0595a-f5d9-4146-9995-06d6fd13c8c0","591ced0c-ff4b-44cd-ae02-a46ff28cfe1e","2e7f8fc4-a9d5-4dbd-b69b-85ae4def7020","e987b55a-1245-46be-806b-d27c2c73cb25","64190ffa-07d7-4c8e-8e36-1d30bd557551","d6b9aca3-8c93-49cd-9144-d9a48165f01e","47082707-55ad-467b-a10f-28cc2dfe038d","72e92371-6cfb-477b-acd5-6ee69e3debb4","cdcb0129-bd92-4e92-8d47-b7b569346992","f8e4bfee-0568-493f-9216-fb74c650f4d2","14b9c048-b62d-4890-820d-659d2da38488","c4b67c03-872d-4c12-a829-d60ff833265b","060896e5-1ea3-43e5-bf12-3f6a9f9dd8ef","0c1cd84a-9905-4c89-985e-5954db91e289","9a5f8512-551e-401d-a405-d0a543345dac","ab3664a1-323b-4d62-8cdc-b52bdafa4845"],"benchmarkVersion":"4-enterprise-search-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}
Open primary evidence ↗

Most-cited domains in Enterprise Search answers

Current rankings

Brand vs. market

Prompt × engine matrix

Sources shaping this filtered view

upcloud.com

Component ledger

new since prior snapshot

Source trail

Brand vs. market

Prompt × engine matrix

Sources shaping this filtered view