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Enterprise Search Brand Visibility | Rank.ai

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Enterprise Search Brand Visibility

Ranks reviewed Enterprise Search brands by the share of all successful benchmark answers in which they appear.

Coverage: 16 entities
Confidence: 100%
Freshness: current
Export: CSV / JSON

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Watching publication Jul 27, 2026

LEADERBOARD

Current rankings

Metric: Mention coverage

Find in tableEntity typeMovementConfidenceEvidence NRank rangeColumnsSort rowsAnswer providerBrand signal

16of 16 rows

Enterprise Search Brand Visibility current rankings
Rank	Entity	Mention coverage	Mention coverage	Mention share	Citation share	Engine breadth	OpenAI rec. presence	OpenAI coverage	Confidence	N	Change	Trend	Explain
01	Elastic Search AIcompany	63.9%	63.89%	23.47%	6.9%	3	62.5%	66.67%	100%	36	—	—	Analyze brand Why this rank
02	Gleancompany	47.2%	47.22%	17.35%	17.24%	3	50%	50%	100%	36	—	—	Analyze brand Why this rank
03	Coveocompany	33.3%	33.33%	12.24%	6.9%	3	37.5%	50%	100%	36	—	—	Analyze brand Viewing why
04	Azure AI Searchcompany	27.8%	27.78%	10.2%	13.79%	3	12.5%	16.67%	100%	36	—	—	Analyze brand Why this rank
05	GoSearchcompany	22.2%	22.22%	8.16%	20.69%	3	12.5%	8.33%	100%	36	—	—	Analyze brand Why this rank
06	Lucidworkscompany	19.4%	19.44%	7.14%	6.9%	3	25%	33.33%	100%	36	—	—	Analyze brand Why this rank
07	Sinequacompany	13.9%	13.89%	5.1%	0%	2	12.5%	25%	100%	36	—	—	Analyze brand Why this rank
08	Onyx AIcompany	11.1%	11.11%	4.08%	10.34%	2	0%	0%	100%	36	—	—	Analyze brand Why this rank
09	Algoliacompany	8.3%	8.33%	3.06%	0%	3	12.5%	8.33%	100%	36	—	—	Analyze brand Why this rank
10	Vertex AI Searchcompany	8.3%	8.33%	3.06%	6.9%	2	12.5%	8.33%	100%	36	—	—	Analyze brand Why this rank
11	IBM watsonx Discoverycompany	5.6%	5.56%	2.04%	6.9%	2	12.5%	8.33%	100%	36	—	—	Analyze brand Why this rank
12	Gurucompany	5.6%	5.56%	2.04%	0%	1	0%	0%	100%	36	—	—	Analyze brand Why this rank
13	Amazon Kendracompany	2.8%	2.78%	1.02%	3.45%	1	0%	0%	100%	36	—	—	Analyze brand Why this rank
14	Vectaracompany	2.8%	2.78%	1.02%	0%	1	0%	0%	100%	36	—	—	Analyze brand Why this rank
15	deepset AI Platformcompany	0.0%	0%	0%	0%	0	0%	0%	100%	36	—	—	Analyze brand Why this rank
16	Yext Searchcompany	0.0%	0%	0%	0%	0	0%	0%	100%	36	—	—	Analyze brand 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: comparablePriorRanking.

Published rank: #3
Score: 33.333 percent
Overall confidence: 100%
Coverage: 100%
Sample size: 36
As of: Jul 27, 2026, 12:00 AM UTC

SCORE CONSTRUCTION

Component ledger

14/14 evidenced

Components contributing to Coveo's rank
Component	Value	Weight	Contribution	Evidence	Status
public prompt anthropic brand citation share	9.090909	0%	—	1	available
public prompt anthropic brand mention coverage	33.333333	0%	—	1	available
public prompt anthropic brand recommendation presence	37.5	0%	—	1	available

public prompt brand citation share	6.896552	0%	—	1	available

public prompt brand engine breadth	3	0%	—	1	available

public prompt brand mention coverage	33.333333	100%	33.333	1	available

public prompt brand mention share	12.244898	0%	—	1	available

public prompt brand recommendation presence	33.333333	0%	—	1	available

public prompt gemini brand citation share	0	0%	—	1	available

public prompt gemini brand mention coverage	16.666667	0%	—	1	available

public prompt gemini brand recommendation presence	25	0%	—	1	available

public prompt openai brand citation share	14.285714	0%	—	1	available

public prompt openai brand mention coverage	50	0%	—	1	available

public prompt openai brand recommendation presence	37.5	0%	—	1	available

PRIMARY EVIDENCE

Source trail

14 public records

Anthropic citation sharepublic prompt anthropic brand citation share · observed Jul 27, 2026, 12:00 AM UTC9.091 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 ↗
Anthropic mention coveragepublic prompt anthropic brand mention coverage · observed Jul 27, 2026, 12:00 AM UTC33.333 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 ↗
Anthropic recommendation-prompt presencepublic prompt anthropic brand recommendation presence · observed Jul 27, 2026, 12:00 AM UTC37.5 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 ↗
Citation sharepublic prompt brand citation share · observed Jul 27, 2026, 12:00 AM UTC6.897 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 ↗
Engine breadthpublic prompt brand engine breadth · observed Jul 27, 2026, 12:00 AM UTC3 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 ↗
Mention coveragepublic prompt brand mention coverage · observed Jul 27, 2026, 12:00 AM UTC33.333 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 ↗
Reviewed-brand presence sharepublic prompt brand mention share · observed Jul 27, 2026, 12:00 AM UTC12.245 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 ↗
Recommendation-prompt presencepublic prompt brand recommendation presence · observed Jul 27, 2026, 12:00 AM UTC33.333 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 ↗
Gemini citation sharepublic prompt gemini brand citation share · observed Jul 27, 2026, 12:00 AM UTC0 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 ↗
Gemini mention coveragepublic prompt gemini brand mention coverage · observed Jul 27, 2026, 12:00 AM UTC16.667 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 ↗
Gemini recommendation-prompt presencepublic prompt gemini brand recommendation presence · observed Jul 27, 2026, 12:00 AM UTC25 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 ↗
OpenAI citation sharepublic prompt openai brand citation share · observed Jul 27, 2026, 12:00 AM UTC14.286 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 ↗
OpenAI mention coveragepublic prompt openai brand mention coverage · observed Jul 27, 2026, 12:00 AM UTC50 percent100% confidence
Source
Rank.ai Enterprise Search Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗
OpenAI recommendation-prompt presencepublic prompt openai brand recommendation presence · observed Jul 27, 2026, 12:00 AM UTC37.5 percent100% confidence
Source
Rank.ai Enterprise Search Prompt Benchmark
Grade
A
Freshness
fresh
Locator
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Open primary evidence ↗