Loading company intelligence…
Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
https://huntress.com/itdr-guide/best-itdr-vendors as a canonical citation page in Rank.ai's public AI answer benchmark.
A current roll-up of published ranks, normalized facts, primary evidence, and entity relationships. No missing value is inferred.
| Metric | Value |
|---|---|
| public_prompt_pagesBest citation position | 6 positionmeasured |
| public_prompt_pagesCited answers | 1 answersmeasured |
| public_prompt_pagesCited-answer coverage | 2.78 percentderived |
| public_prompt_pagesEngine breadth | 1 enginesmeasured |
| public_prompt_pagesMean citation position | 6 positionderived |
| public_prompt_pagesMedian citation position | 6 positionderived |
| public_prompt_pagesPrompt breadth | 1 promptsmeasured |
Every currently published position, as of Aug 10, 2026 · 100% confidence · methodology v1-parent-5e11d0ebac4b6bfc.
| Rank | Leaderboard | Score | Explain |
|---|---|---|---|
| #115 | Most-cited pages in Cybersecurity Platforms answers | 2.78 | Explain Most-cited pages in Cybersecurity Platforms answers rank → |
Ranks privacy-safe canonical citation pages in the complete public prompt benchmark without additional provider calls.
Some explanation inputs are unavailable Missing: publicFrozenEvidence, comparablePriorRanking.
100% confidence · 41% component coverage · as of Aug 10, 2026, 12:00 AM UTC
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| aggregateArtifactHash | cb031226124d8138d212ab1f98b8f6599252fca65850b6aef6cc8044b066fc21 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| answerDenominator | 36 | Unavailable | 36 | 0 | unavailableno_public_frozen_evidence |
| canonicalHostname | huntress.com | Unavailable | — | 0 | unavailable |
7 published observations for huntress.com/itdr-guide/best-itdr-vendors, all at 100% confidence, as of Aug 10, 2026. Open a row for the source, evidence location, extraction method, and quality state.
| Metric | Value | Kind | Evidence |
|---|---|---|---|
| Engine breadthpublic-prompt-page-engine-breadth | 1engines | measured | View source
|
| canonicalPageUrl | https://huntress.com/itdr-guide/best-itdr-vendors | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| engineDenominator | 3 | Unavailable | 3 | 0 | unavailableno_public_frozen_evidence |
|---|
| positionDenominator | 1 | Unavailable | 1 | 0 | unavailableno_public_frozen_evidence |
|---|
| positionNumerator | 6 | Unavailable | 6 | 0 | unavailableno_public_frozen_evidence |
|---|
| promptDenominator | 12 | Unavailable | 12 | 0 | unavailableno_public_frozen_evidence |
|---|
| public prompt page answer coverage | 2.777778 | 100% | 2.778 | 1 | available |
|---|
| public prompt page best position | 6 | 0% | 0 | 1 | available |
|---|
| public prompt page cited answer count | 1 | 0% | 0 | 1 | available |
|---|
| public prompt page engine breadth | 1 | 0% | 0 | 1 | available |
|---|
| public prompt page mean position | 6 | 0% | 0 | 1 | available |
|---|
| public prompt page median position | 6 | 0% | 0 | 1 | available |
|---|
| public prompt page prompt breadth | 1 | 0% | 0 | 1 | available |
|---|
| queryStringsPublished | 0 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| sourceVisibilityOnly | 1 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
no_prior_published_snapshot
No component moved since the prior snapshot.
{"corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["e811a0c2-56d9-4728-ba03-5a87b3fb85f4","72fe89c7-86a9-442e-83cc-f4115f9b2396","86af32c9-f7ca-46c6-ba78-1f8522aeeacd","f5af3a7a-9bf1-48d0-a425-3ec3d5cb1d9d","6a6361ad-c640-4538-9c91-197540e1a3eb","1c271f7e-3061-46b9-ad7c-3ce69ec2769e","e794ed22-badd-4add-a5a9-4f1dc5e2167e","7338ecac-4d28-4e07-b43d-95547b801b0a","1a272c55-b5b8-43bc-aaaa-67f02301b66e","d6459a92-1264-4f37-8ba8-392418c462db","fd2ca80a-c5ce-4efb-8bcf-a738435ee10d","de518c24-029f-49e9-997b-9bd8c5ba3989","dca56279-531e-4173-bf0c-ef8e37c2160e","5d4cdb54-c87d-4966-817e-69c6e75f294e","59fbeaa1-3a88-4032-9c9f-fe6382df99e2","ddc02488-52fb-49bf-9040-b4dec80f0dc9","ccd4ff7d-4db0-4d08-89f3-a65eb8948dcb","08f4910f-3ca3-48e4-adef-7b11291171ed","992043c4-ecef-4e22-8faf-84c4597d2ab6","a751b4bc-6706-42ee-9950-9733b661561b","c4f36452-4e1b-4da3-bf15-df24b6957bc3","811606d3-5488-4777-b8ee-7ef20732c752","11d50f5a-efcd-4528-ae52-b6a3038733b1","819d55e3-187d-4399-b398-b48ed20a1364","cf8583e6-f944-470e-91c3-060621fcc981","da69b941-23c5-4cfe-9025-2e4b9a76adaf","29d93a2c-afef-49a9-adae-b1499fc9e707","a5e538e7-a2f8-4dcb-8a77-fc6b441e1392","784c0dab-2646-4e02-ae70-edf777fb572d","972ae581-ec27-4971-9b7d-80f971227530","8929c874-9ace-4493-a85b-22f532e56ed3","96e1bfe2-4dd1-4c4a-a6fa-812cf1f996d1","596cba91-67f2-4241-9302-c1ae9388ab7e","cf9b3ff2-196b-4b49-ba1f-edd170dc42fe","83d0850a-61e4-40d9-8c47-d304c593eb7e","d5f6deb9-dfeb-4e11-b284-3ea976407b4f"],"benchmarkVersion":"4-cybersecurity-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["e811a0c2-56d9-4728-ba03-5a87b3fb85f4","72fe89c7-86a9-442e-83cc-f4115f9b2396","86af32c9-f7ca-46c6-ba78-1f8522aeeacd","f5af3a7a-9bf1-48d0-a425-3ec3d5cb1d9d","6a6361ad-c640-4538-9c91-197540e1a3eb","1c271f7e-3061-46b9-ad7c-3ce69ec2769e","e794ed22-badd-4add-a5a9-4f1dc5e2167e","7338ecac-4d28-4e07-b43d-95547b801b0a","1a272c55-b5b8-43bc-aaaa-67f02301b66e","d6459a92-1264-4f37-8ba8-392418c462db","fd2ca80a-c5ce-4efb-8bcf-a738435ee10d","de518c24-029f-49e9-997b-9bd8c5ba3989","dca56279-531e-4173-bf0c-ef8e37c2160e","5d4cdb54-c87d-4966-817e-69c6e75f294e","59fbeaa1-3a88-4032-9c9f-fe6382df99e2","ddc02488-52fb-49bf-9040-b4dec80f0dc9","ccd4ff7d-4db0-4d08-89f3-a65eb8948dcb","08f4910f-3ca3-48e4-adef-7b11291171ed","992043c4-ecef-4e22-8faf-84c4597d2ab6","a751b4bc-6706-42ee-9950-9733b661561b","c4f36452-4e1b-4da3-bf15-df24b6957bc3","811606d3-5488-4777-b8ee-7ef20732c752","11d50f5a-efcd-4528-ae52-b6a3038733b1","819d55e3-187d-4399-b398-b48ed20a1364","cf8583e6-f944-470e-91c3-060621fcc981","da69b941-23c5-4cfe-9025-2e4b9a76adaf","29d93a2c-afef-49a9-adae-b1499fc9e707","a5e538e7-a2f8-4dcb-8a77-fc6b441e1392","784c0dab-2646-4e02-ae70-edf777fb572d","972ae581-ec27-4971-9b7d-80f971227530","8929c874-9ace-4493-a85b-22f532e56ed3","96e1bfe2-4dd1-4c4a-a6fa-812cf1f996d1","596cba91-67f2-4241-9302-c1ae9388ab7e","cf9b3ff2-196b-4b49-ba1f-edd170dc42fe","83d0850a-61e4-40d9-8c47-d304c593eb7e","d5f6deb9-dfeb-4e11-b284-3ea976407b4f"],"benchmarkVersion":"4-cybersecurity-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["e811a0c2-56d9-4728-ba03-5a87b3fb85f4","72fe89c7-86a9-442e-83cc-f4115f9b2396","86af32c9-f7ca-46c6-ba78-1f8522aeeacd","f5af3a7a-9bf1-48d0-a425-3ec3d5cb1d9d","6a6361ad-c640-4538-9c91-197540e1a3eb","1c271f7e-3061-46b9-ad7c-3ce69ec2769e","e794ed22-badd-4add-a5a9-4f1dc5e2167e","7338ecac-4d28-4e07-b43d-95547b801b0a","1a272c55-b5b8-43bc-aaaa-67f02301b66e","d6459a92-1264-4f37-8ba8-392418c462db","fd2ca80a-c5ce-4efb-8bcf-a738435ee10d","de518c24-029f-49e9-997b-9bd8c5ba3989","dca56279-531e-4173-bf0c-ef8e37c2160e","5d4cdb54-c87d-4966-817e-69c6e75f294e","59fbeaa1-3a88-4032-9c9f-fe6382df99e2","ddc02488-52fb-49bf-9040-b4dec80f0dc9","ccd4ff7d-4db0-4d08-89f3-a65eb8948dcb","08f4910f-3ca3-48e4-adef-7b11291171ed","992043c4-ecef-4e22-8faf-84c4597d2ab6","a751b4bc-6706-42ee-9950-9733b661561b","c4f36452-4e1b-4da3-bf15-df24b6957bc3","811606d3-5488-4777-b8ee-7ef20732c752","11d50f5a-efcd-4528-ae52-b6a3038733b1","819d55e3-187d-4399-b398-b48ed20a1364","cf8583e6-f944-470e-91c3-060621fcc981","da69b941-23c5-4cfe-9025-2e4b9a76adaf","29d93a2c-afef-49a9-adae-b1499fc9e707","a5e538e7-a2f8-4dcb-8a77-fc6b441e1392","784c0dab-2646-4e02-ae70-edf777fb572d","972ae581-ec27-4971-9b7d-80f971227530","8929c874-9ace-4493-a85b-22f532e56ed3","96e1bfe2-4dd1-4c4a-a6fa-812cf1f996d1","596cba91-67f2-4241-9302-c1ae9388ab7e","cf9b3ff2-196b-4b49-ba1f-edd170dc42fe","83d0850a-61e4-40d9-8c47-d304c593eb7e","d5f6deb9-dfeb-4e11-b284-3ea976407b4f"],"benchmarkVersion":"4-cybersecurity-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["e811a0c2-56d9-4728-ba03-5a87b3fb85f4","72fe89c7-86a9-442e-83cc-f4115f9b2396","86af32c9-f7ca-46c6-ba78-1f8522aeeacd","f5af3a7a-9bf1-48d0-a425-3ec3d5cb1d9d","6a6361ad-c640-4538-9c91-197540e1a3eb","1c271f7e-3061-46b9-ad7c-3ce69ec2769e","e794ed22-badd-4add-a5a9-4f1dc5e2167e","7338ecac-4d28-4e07-b43d-95547b801b0a","1a272c55-b5b8-43bc-aaaa-67f02301b66e","d6459a92-1264-4f37-8ba8-392418c462db","fd2ca80a-c5ce-4efb-8bcf-a738435ee10d","de518c24-029f-49e9-997b-9bd8c5ba3989","dca56279-531e-4173-bf0c-ef8e37c2160e","5d4cdb54-c87d-4966-817e-69c6e75f294e","59fbeaa1-3a88-4032-9c9f-fe6382df99e2","ddc02488-52fb-49bf-9040-b4dec80f0dc9","ccd4ff7d-4db0-4d08-89f3-a65eb8948dcb","08f4910f-3ca3-48e4-adef-7b11291171ed","992043c4-ecef-4e22-8faf-84c4597d2ab6","a751b4bc-6706-42ee-9950-9733b661561b","c4f36452-4e1b-4da3-bf15-df24b6957bc3","811606d3-5488-4777-b8ee-7ef20732c752","11d50f5a-efcd-4528-ae52-b6a3038733b1","819d55e3-187d-4399-b398-b48ed20a1364","cf8583e6-f944-470e-91c3-060621fcc981","da69b941-23c5-4cfe-9025-2e4b9a76adaf","29d93a2c-afef-49a9-adae-b1499fc9e707","a5e538e7-a2f8-4dcb-8a77-fc6b441e1392","784c0dab-2646-4e02-ae70-edf777fb572d","972ae581-ec27-4971-9b7d-80f971227530","8929c874-9ace-4493-a85b-22f532e56ed3","96e1bfe2-4dd1-4c4a-a6fa-812cf1f996d1","596cba91-67f2-4241-9302-c1ae9388ab7e","cf9b3ff2-196b-4b49-ba1f-edd170dc42fe","83d0850a-61e4-40d9-8c47-d304c593eb7e","d5f6deb9-dfeb-4e11-b284-3ea976407b4f"],"benchmarkVersion":"4-cybersecurity-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["e811a0c2-56d9-4728-ba03-5a87b3fb85f4","72fe89c7-86a9-442e-83cc-f4115f9b2396","86af32c9-f7ca-46c6-ba78-1f8522aeeacd","f5af3a7a-9bf1-48d0-a425-3ec3d5cb1d9d","6a6361ad-c640-4538-9c91-197540e1a3eb","1c271f7e-3061-46b9-ad7c-3ce69ec2769e","e794ed22-badd-4add-a5a9-4f1dc5e2167e","7338ecac-4d28-4e07-b43d-95547b801b0a","1a272c55-b5b8-43bc-aaaa-67f02301b66e","d6459a92-1264-4f37-8ba8-392418c462db","fd2ca80a-c5ce-4efb-8bcf-a738435ee10d","de518c24-029f-49e9-997b-9bd8c5ba3989","dca56279-531e-4173-bf0c-ef8e37c2160e","5d4cdb54-c87d-4966-817e-69c6e75f294e","59fbeaa1-3a88-4032-9c9f-fe6382df99e2","ddc02488-52fb-49bf-9040-b4dec80f0dc9","ccd4ff7d-4db0-4d08-89f3-a65eb8948dcb","08f4910f-3ca3-48e4-adef-7b11291171ed","992043c4-ecef-4e22-8faf-84c4597d2ab6","a751b4bc-6706-42ee-9950-9733b661561b","c4f36452-4e1b-4da3-bf15-df24b6957bc3","811606d3-5488-4777-b8ee-7ef20732c752","11d50f5a-efcd-4528-ae52-b6a3038733b1","819d55e3-187d-4399-b398-b48ed20a1364","cf8583e6-f944-470e-91c3-060621fcc981","da69b941-23c5-4cfe-9025-2e4b9a76adaf","29d93a2c-afef-49a9-adae-b1499fc9e707","a5e538e7-a2f8-4dcb-8a77-fc6b441e1392","784c0dab-2646-4e02-ae70-edf777fb572d","972ae581-ec27-4971-9b7d-80f971227530","8929c874-9ace-4493-a85b-22f532e56ed3","96e1bfe2-4dd1-4c4a-a6fa-812cf1f996d1","596cba91-67f2-4241-9302-c1ae9388ab7e","cf9b3ff2-196b-4b49-ba1f-edd170dc42fe","83d0850a-61e4-40d9-8c47-d304c593eb7e","d5f6deb9-dfeb-4e11-b284-3ea976407b4f"],"benchmarkVersion":"4-cybersecurity-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["e811a0c2-56d9-4728-ba03-5a87b3fb85f4","72fe89c7-86a9-442e-83cc-f4115f9b2396","86af32c9-f7ca-46c6-ba78-1f8522aeeacd","f5af3a7a-9bf1-48d0-a425-3ec3d5cb1d9d","6a6361ad-c640-4538-9c91-197540e1a3eb","1c271f7e-3061-46b9-ad7c-3ce69ec2769e","e794ed22-badd-4add-a5a9-4f1dc5e2167e","7338ecac-4d28-4e07-b43d-95547b801b0a","1a272c55-b5b8-43bc-aaaa-67f02301b66e","d6459a92-1264-4f37-8ba8-392418c462db","fd2ca80a-c5ce-4efb-8bcf-a738435ee10d","de518c24-029f-49e9-997b-9bd8c5ba3989","dca56279-531e-4173-bf0c-ef8e37c2160e","5d4cdb54-c87d-4966-817e-69c6e75f294e","59fbeaa1-3a88-4032-9c9f-fe6382df99e2","ddc02488-52fb-49bf-9040-b4dec80f0dc9","ccd4ff7d-4db0-4d08-89f3-a65eb8948dcb","08f4910f-3ca3-48e4-adef-7b11291171ed","992043c4-ecef-4e22-8faf-84c4597d2ab6","a751b4bc-6706-42ee-9950-9733b661561b","c4f36452-4e1b-4da3-bf15-df24b6957bc3","811606d3-5488-4777-b8ee-7ef20732c752","11d50f5a-efcd-4528-ae52-b6a3038733b1","819d55e3-187d-4399-b398-b48ed20a1364","cf8583e6-f944-470e-91c3-060621fcc981","da69b941-23c5-4cfe-9025-2e4b9a76adaf","29d93a2c-afef-49a9-adae-b1499fc9e707","a5e538e7-a2f8-4dcb-8a77-fc6b441e1392","784c0dab-2646-4e02-ae70-edf777fb572d","972ae581-ec27-4971-9b7d-80f971227530","8929c874-9ace-4493-a85b-22f532e56ed3","96e1bfe2-4dd1-4c4a-a6fa-812cf1f996d1","596cba91-67f2-4241-9302-c1ae9388ab7e","cf9b3ff2-196b-4b49-ba1f-edd170dc42fe","83d0850a-61e4-40d9-8c47-d304c593eb7e","d5f6deb9-dfeb-4e11-b284-3ea976407b4f"],"benchmarkVersion":"4-cybersecurity-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}{"corpusVersion":"cybersecurity-platforms-2026-07-27","runArtifactIds":["e811a0c2-56d9-4728-ba03-5a87b3fb85f4","72fe89c7-86a9-442e-83cc-f4115f9b2396","86af32c9-f7ca-46c6-ba78-1f8522aeeacd","f5af3a7a-9bf1-48d0-a425-3ec3d5cb1d9d","6a6361ad-c640-4538-9c91-197540e1a3eb","1c271f7e-3061-46b9-ad7c-3ce69ec2769e","e794ed22-badd-4add-a5a9-4f1dc5e2167e","7338ecac-4d28-4e07-b43d-95547b801b0a","1a272c55-b5b8-43bc-aaaa-67f02301b66e","d6459a92-1264-4f37-8ba8-392418c462db","fd2ca80a-c5ce-4efb-8bcf-a738435ee10d","de518c24-029f-49e9-997b-9bd8c5ba3989","dca56279-531e-4173-bf0c-ef8e37c2160e","5d4cdb54-c87d-4966-817e-69c6e75f294e","59fbeaa1-3a88-4032-9c9f-fe6382df99e2","ddc02488-52fb-49bf-9040-b4dec80f0dc9","ccd4ff7d-4db0-4d08-89f3-a65eb8948dcb","08f4910f-3ca3-48e4-adef-7b11291171ed","992043c4-ecef-4e22-8faf-84c4597d2ab6","a751b4bc-6706-42ee-9950-9733b661561b","c4f36452-4e1b-4da3-bf15-df24b6957bc3","811606d3-5488-4777-b8ee-7ef20732c752","11d50f5a-efcd-4528-ae52-b6a3038733b1","819d55e3-187d-4399-b398-b48ed20a1364","cf8583e6-f944-470e-91c3-060621fcc981","da69b941-23c5-4cfe-9025-2e4b9a76adaf","29d93a2c-afef-49a9-adae-b1499fc9e707","a5e538e7-a2f8-4dcb-8a77-fc6b441e1392","784c0dab-2646-4e02-ae70-edf777fb572d","972ae581-ec27-4971-9b7d-80f971227530","8929c874-9ace-4493-a85b-22f532e56ed3","96e1bfe2-4dd1-4c4a-a6fa-812cf1f996d1","596cba91-67f2-4241-9302-c1ae9388ab7e","cf9b3ff2-196b-4b49-ba1f-edd170dc42fe","83d0850a-61e4-40d9-8c47-d304c593eb7e","d5f6deb9-dfeb-4e11-b284-3ea976407b4f"],"benchmarkVersion":"4-cybersecurity-platforms-2026-07-27-models-64232fd32583","providerMatrixVersion":"64232fd32583"}| Cited-answer coveragepublic-prompt-page-answer-coverage | 2.7778percent | derived | View source
|
|---|
| Best citation positionpublic-prompt-page-best-position | 6position | measured | View source
|
|---|
| Prompt breadthpublic-prompt-page-prompt-breadth | 1prompts | measured | View source
|
|---|
| Cited answerspublic-prompt-page-cited-answer-count | 1answers | measured | View source
|
|---|
| Median citation positionpublic-prompt-page-median-position | 6position | derived | View source
|
|---|
| Mean citation positionpublic-prompt-page-mean-position | 6position | derived | View source
|
|---|