Evidence floor met in this release.
Published segment leaderboard
Martech & Advertising: News-driven citations in the Machine Relations Index
This leaderboard uses only the Martech & Advertising / News-driven citations segment denominator: 578 observed answer runs across 53 dates.
Segment-specific denominator. Not the overall domain denominator.
Release floor: 7 dates.
Only released domains with evidence in this exact segment.
Leaderboard
Segment-specific cited sources
Rates, runs and rank are the producer's segment-specific values. Overall domain rates and engine breadth are not used as category rates.
| Rank | Source | Source role | Citation rate | Cited runs | Observed runs | Run dates |
|---|---|---|---|---|---|---|
| #1 of 1,243 | MarTechmartech.org | Editorial publication | 15.74% | 91 | 578 | 53 |
| #2 of 1,243 | Demandbase.comdemandbase.com | Vendor-owned source | 11.59% | 67 | 578 | 53 |
| #3 of 1,243 | Cdp.comcdp.com | Vendor-owned source | 11.07% | 64 | 578 | 53 |
| #4 of 1,243 | Landbase.comlandbase.com | Vendor-owned source | 11.07% | 64 | 578 | 53 |
| #5 of 1,243 | Zoominfo.comzoominfo.com | Market and company database | 9.52% | 55 | 578 | 53 |
| #6 of 1,243 | Adobe.comadobe.com | Vendor-owned source | 9.00% | 52 | 578 | 53 |
| #7 of 1,243 | Insider Oneinsiderone.com | Vendor-owned source | 8.65% | 50 | 578 | 53 |
| #8 of 1,243 | Improvado.ioimprovado.io | Vendor-owned source | 8.48% | 49 | 578 | 53 |
| #9 of 1,243 | LinkedInlinkedin.com | Community and social platform | 8.48% | 49 | 578 | 53 |
| #10 of 1,243 | Gartner.comgartner.com | Analyst and consulting research | 8.30% | 48 | 578 | 53 |
| #11 of 1,243 | Grandviewresearch.comgrandviewresearch.com | Market and company database | 7.79% | 45 | 578 | 53 |
| #12 of 1,243 | Salesforce.comsalesforce.com | Vendor-owned source | 7.44% | 43 | 578 | 53 |
| #13 of 1,243 | 6sense.com6sense.com | Vendor-owned source | 6.92% | 40 | 578 | 53 |
| #14 of 1,243 | Marketsandmarkets.commarketsandmarkets.com | Market and company database | 6.57% | 38 | 578 | 53 |
| #15 of 1,243 | G2g2.com | Market and company database | 6.40% | 37 | 578 | 53 |
| #16 of 1,243 | Redditreddit.com | Community and social platform | 6.23% | 36 | 578 | 53 |
| #17 of 1,243 | Lincolninternational.comlincolninternational.com | Analyst and consulting research | 5.88% | 34 | 578 | 53 |
| #18 of 1,243 | CMSWire.comcmswire.com | Editorial publication | 5.54% | 32 | 578 | 53 |
| #19 of 1,243 | Technologychecker.iotechnologychecker.io | Market and company database | 5.54% | 32 | 578 | 53 |
| #20 of 1,243 | Tracxn.comtracxn.com | Market and company database | 5.54% | 32 | 578 | 53 |
| #21 of 1,243 | Factors.aifactors.ai | Vendor-owned source | 5.36% | 31 | 578 | 53 |
| #22 of 1,243 | Hockeystack.comhockeystack.com | Vendor-owned source | 5.36% | 31 | 578 | 53 |
| #23 of 1,243 | Cometly.comcometly.com | Vendor-owned source | 5.02% | 29 | 578 | 53 |
| #24 of 1,243 | Hightouch.comhightouch.com | Vendor-owned source | 5.02% | 29 | 578 | 53 |
| #25 of 1,243 | Salesmotion.iosalesmotion.io | Vendor-owned source | 4.50% | 26 | 578 | 53 |
| #26 of 1,243 | Mediummedium.com | Community and social platform | 4.15% | 24 | 578 | 53 |
| #27 of 1,243 | Heinzmarketing.comheinzmarketing.com | Other observed source | 3.98% | 23 | 578 | 53 |
| #28 of 1,243 | Houseofmartech.comhouseofmartech.com | Other observed source | 3.98% | 23 | 578 | 53 |
| #29 of 1,243 | Hubspot.comhubspot.com | Vendor-owned source | 3.98% | 23 | 578 | 53 |
| #30 of 1,243 | Prospeo.ioprospeo.io | Vendor-owned source | 3.98% | 23 | 578 | 53 |
| #31 of 1,243 | TechCrunchtechcrunch.com | Editorial publication | 3.98% | 23 | 578 | 53 |
| #32 of 1,243 | Zenabm.comzenabm.com | Other observed source | 3.98% | 23 | 578 | 53 |
| #33 of 1,243 | Crunchbase.comcrunchbase.com | Market and company database | 3.81% | 22 | 578 | 53 |
| #34 of 1,243 | Geisheker.comgeisheker.com | Analyst and consulting research | 3.81% | 22 | 578 | 53 |
| #35 of 1,243 | Influ2.cominflu2.com | Vendor-owned source | 3.81% | 22 | 578 | 53 |
| #36 of 1,243 | Demand Gen Reportdemandgenreport.com | Editorial publication | 3.63% | 21 | 578 | 53 |
| #37 of 1,243 | Fortunebusinessinsights.comfortunebusinessinsights.com | Market and company database | 3.63% | 21 | 578 | 53 |
| #38 of 1,243 | Monday.commonday.com | Vendor-owned source | 3.63% | 21 | 578 | 53 |
| #39 of 1,243 | Nrich.ionrich.io | Other observed source | 3.63% | 21 | 578 | 53 |
| #40 of 1,243 | Chiefmartec.comchiefmartec.com | Other observed source | 3.46% | 20 | 578 | 53 |
| #41 of 1,243 | Emarketer.comemarketer.com | Market and company database | 3.46% | 20 | 578 | 53 |
| #42 of 1,243 | Tkm-consultants.comtkm-consultants.com | Other observed source | 3.46% | 20 | 578 | 53 |
| #43 of 1,243 | Genesysgrowth.comgenesysgrowth.com | Vendor-owned source | 3.29% | 19 | 578 | 53 |
| #44 of 1,243 | Mckinsey.commckinsey.com | Analyst and consulting research | 3.29% | 19 | 578 | 53 |
| #45 of 1,243 | Bcg.combcg.com | Analyst and consulting research | 3.11% | 18 | 578 | 53 |
| #46 of 1,243 | Mordorintelligence.commordorintelligence.com | Market and company database | 3.11% | 18 | 578 | 53 |
| #47 of 1,243 | Tenonhq.comtenonhq.com | Other observed source | 3.11% | 18 | 578 | 53 |
| #48 of 1,243 | Content Marketing Institutecontentmarketinginstitute.com | Editorial publication | 2.94% | 17 | 578 | 53 |
| #49 of 1,243 | Experian.comexperian.com | Vendor-owned source | 2.94% | 17 | 578 | 53 |
| #50 of 1,243 | Glasscanopy.comglasscanopy.com | Other observed source | 2.94% | 17 | 578 | 53 |
| #51 of 1,243 | Kearney.comkearney.com | Other observed source | 2.94% | 17 | 578 | 53 |
| #52 of 1,243 | Nvecta.comnvecta.com | Vendor-owned source | 2.94% | 17 | 578 | 53 |
| #53 of 1,243 | Pedowitzgroup.compedowitzgroup.com | Other observed source | 2.94% | 17 | 578 | 53 |
| #54 of 1,243 | Rudderstack.comrudderstack.com | Other observed source | 2.94% | 17 | 578 | 53 |
| #55 of 1,243 | Wikipediawikipedia.org | Academic and government source | 2.94% | 17 | 578 | 53 |
| #56 of 1,243 | Bl.inkbl.ink | Other observed source | 2.77% | 16 | 578 | 53 |
| #57 of 1,243 | Dinmo.comdinmo.com | Vendor-owned source | 2.77% | 16 | 578 | 53 |
| #58 of 1,243 | MarTech Cubemartechcube.com | Editorial publication | 2.77% | 16 | 578 | 53 |
| #59 of 1,243 | Prismic.ioprismic.io | Other observed source | 2.77% | 16 | 578 | 53 |
| #60 of 1,243 | Abmagency.comabmagency.com | Other observed source | 2.60% | 15 | 578 | 53 |
| #61 of 1,243 | Aidigital.comaidigital.com | Other observed source | 2.60% | 15 | 578 | 53 |
| #62 of 1,243 | Gilion.comgilion.com | Other observed source | 2.60% | 15 | 578 | 53 |
| #63 of 1,243 | Aprimo.comaprimo.com | Vendor-owned source | 2.42% | 14 | 578 | 53 |
| #64 of 1,243 | Cuspera.comcuspera.com | Other observed source | 2.42% | 14 | 578 | 53 |
| #65 of 1,243 | Dwmedia.comdwmedia.com | Other observed source | 2.42% | 14 | 578 | 53 |
| #66 of 1,243 | Knock-ai.comknock-ai.com | Other observed source | 2.42% | 14 | 578 | 53 |
| #67 of 1,243 | Origami.chatorigami.chat | Other observed source | 2.42% | 14 | 578 | 53 |
| #68 of 1,243 | Clevertap.comclevertap.com | Other observed source | 2.25% | 13 | 578 | 53 |
| #69 of 1,243 | Databricks.comdatabricks.com | Vendor-owned source | 2.25% | 13 | 578 | 53 |
| #70 of 1,243 | Digitalapplied.comdigitalapplied.com | Vendor-owned source | 2.25% | 13 | 578 | 53 |
| #71 of 1,243 | Hginsights.comhginsights.com | Other observed source | 2.25% | 13 | 578 | 53 |
| #72 of 1,243 | Marrinadecisions.commarrinadecisions.com | Other observed source | 2.25% | 13 | 578 | 53 |
| #73 of 1,243 | Mutinyhq.commutinyhq.com | Market and company database | 2.25% | 13 | 578 | 53 |
| #74 of 1,243 | Precedenceresearch.comprecedenceresearch.com | Market and company database | 2.25% | 13 | 578 | 53 |
| #75 of 1,243 | Snowflake.comsnowflake.com | Vendor-owned source | 2.25% | 13 | 578 | 53 |
| #76 of 1,243 | Thebusinessresearchcompany.comthebusinessresearchcompany.com | Analyst and consulting research | 2.25% | 13 | 578 | 53 |
| #77 of 1,243 | The CMOthecmo.com | Editorial publication | 2.25% | 13 | 578 | 53 |
| #78 of 1,243 | Ventureharbour.comventureharbour.com | Other observed source | 2.25% | 13 | 578 | 53 |
| #79 of 1,243 | Agilesherpas.comagilesherpas.com | Other observed source | 2.08% | 12 | 578 | 53 |
| #80 of 1,243 | Ethyca.comethyca.com | Other observed source | 2.08% | 12 | 578 | 53 |
| #81 of 1,243 | Ey.comey.com | Analyst and consulting research | 2.08% | 12 | 578 | 53 |
| #82 of 1,243 | Forbesforbes.com | Editorial publication | 2.08% | 12 | 578 | 53 |
| #83 of 1,243 | Quickmarketpitch.comquickmarketpitch.com | Other observed source | 2.08% | 12 | 578 | 53 |
| #84 of 1,243 | Statista.comstatista.com | Market and company database | 2.08% | 12 | 578 | 53 |
| #85 of 1,243 | Superscout.cosuperscout.co | Vendor-owned source | 2.08% | 12 | 578 | 53 |
| #86 of 1,243 | TechRadartechradar.com | Editorial publication | 2.08% | 12 | 578 | 53 |
| #87 of 1,243 | Forank.comforank.com | Other observed source | 1.90% | 11 | 578 | 53 |
| #88 of 1,243 | Growthlist.cogrowthlist.co | Market and company database | 1.90% | 11 | 578 | 53 |
| #89 of 1,243 | Saasrise.comsaasrise.com | Vendor-owned source | 1.90% | 11 | 578 | 53 |
| #90 of 1,243 | Wyng.comwyng.com | Other observed source | 1.90% | 11 | 578 | 53 |
| #91 of 1,243 | Crm.orgcrm.org | Other observed source | 1.73% | 10 | 578 | 53 |
| #92 of 1,243 | Crmswitch.comcrmswitch.com | Other observed source | 1.73% | 10 | 578 | 53 |
| #93 of 1,243 | Directiveconsulting.comdirectiveconsulting.com | Other observed source | 1.73% | 10 | 578 | 53 |
| #94 of 1,243 | Failory.comfailory.com | Market and company database | 1.73% | 10 | 578 | 53 |
| #95 of 1,243 | Lxahub.comlxahub.com | Vendor-owned source | 1.73% | 10 | 578 | 53 |
| #96 of 1,243 | Maestra.iomaestra.io | Other observed source | 1.73% | 10 | 578 | 53 |
| #97 of 1,243 | Marketbetter.aimarketbetter.ai | Vendor-owned source | 1.73% | 10 | 578 | 53 |
| #98 of 1,243 | Twilio.comtwilio.com | Other observed source | 1.73% | 10 | 578 | 53 |
| #99 of 1,243 | Yahoo Newsyahoo.com | Editorial publication | 1.73% | 10 | 578 | 53 |
| #100 of 1,243 | AdExchangeradexchanger.com | Editorial publication | 1.56% | 9 | 578 | 53 |
Showing the first 100 rows from 1,243 observed domains.
Cite this
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Martech & Advertising / News-driven citations: 1,243 observed source domains in the leaderboard, measured on 578 observed runs across 53 distinct run dates, 2026-05-10 to 2026-11-02. Release mri_score_v2.1+2026-11-02+f9aaeca0db15. https://machinerelations.ai/index/categories/martech-advertising/news_topic. CC BY 4.0.Parrott, J. (2026). Martech & Advertising / News-driven citations in the Machine Relations Index (Version mri_score_v2.1+2026-11-02+f9aaeca0db15) [Data set]. Machine Relations Research. https://machinerelations.ai/index/categories/martech-advertising/news_topic https://doi.org/10.5281/zenodo.23652423@misc{parrott2026mrimartechadvertisingnewstopic,
author = {Parrott, Jaxon},
title = {Martech \& Advertising / News-driven citations in the Machine Relations Index},
year = {2026},
version = {mri\_score\_v2.1+2026-11-02+f9aaeca0db15},
publisher = {Machine Relations Research},
url = {https://machinerelations.ai/index/categories/martech-advertising/news_topic},
doi = {10.5281/zenodo.23652423},
license = {CC-BY-4.0},
note = {Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai}
}Release and boundary
What this segment measures
Published November 2, 2026. The observation window runs May 10, 2026 to November 2, 2026. Methodology v2.1.
MRI measures observed root-domain citations inside monitored prompts. Segment rates are conditional on this sample and do not claim recommendation quality, traffic, placement availability, or commercial performance.