Collection began 2026-10-14.
Collecting segment
Sales, GTM & CRM: Problem-first research in the Machine Relations Index
Collecting observations. This segment has 94 observed answer runs across 5 dates; no mature rate, rank, or winner is published.
Segment-specific denominator. Not the overall domain denominator.
Release floor: 7 dates.
Only released domains with evidence in this exact segment.
Observed domains
Collecting observations, no mature leaderboard
Rows show sample progress only. Missing mature rates and ranks are unavailable, not zero.
| Source | Source role | Cited runs | Observed runs | Run dates | State |
|---|---|---|---|---|---|
| Avoma.comavoma.com | Vendor-owned source | 13 | 94 | 5 | Collecting observations |
| Getaccept.comgetaccept.com | Other observed source | 9 | 94 | 5 | Collecting observations |
| LinkedInlinkedin.com | Community and social platform | 8 | 94 | 5 | Collecting observations |
| Monday.commonday.com | Vendor-owned source | 7 | 94 | 5 | Collecting observations |
| Outreach.aioutreach.ai | Vendor-owned source | 7 | 94 | 5 | Collecting observations |
| Askelephant.aiaskelephant.ai | Other observed source | 5 | 94 | 5 | Collecting observations |
| Coffee.aicoffee.ai | Other observed source | 5 | 94 | 5 | Collecting observations |
| Heydan.aiheydan.ai | Vendor-owned source | 5 | 94 | 5 | Collecting observations |
| Weflow.aiweflow.ai | Other observed source | 5 | 94 | 5 | Collecting observations |
| Getchief.comgetchief.com | Other observed source | 4 | 94 | 5 | Collecting observations |
| Goairspeed.comgoairspeed.com | Other observed source | 4 | 94 | 5 | Collecting observations |
| Gong.iogong.io | Other observed source | 4 | 94 | 5 | Collecting observations |
| Hubspot.comhubspot.com | Vendor-owned source | 4 | 94 | 5 | Collecting observations |
| Pipedrive.compipedrive.com | Other observed source | 4 | 94 | 5 | Collecting observations |
| Revwiser.comrevwiser.com | Other observed source | 4 | 94 | 5 | Collecting observations |
| Skysync.nycskysync.nyc | Other observed source | 4 | 94 | 5 | Collecting observations |
| Spotlight.aispotlight.ai | Other observed source | 4 | 94 | 5 | Collecting observations |
| Stratpilot.aistratpilot.ai | Other observed source | 4 | 94 | 5 | Collecting observations |
| Zoominfo.comzoominfo.com | Market and company database | 4 | 94 | 5 | Collecting observations |
| Affordabilitycrm.comaffordabilitycrm.com | Other observed source | 3 | 94 | 5 | Collecting observations |
| Akoonu.comakoonu.com | Other observed source | 3 | 94 | 5 | Collecting observations |
| Allego.comallego.com | Other observed source | 3 | 94 | 5 | Collecting observations |
| Caretta.socaretta.so | Other observed source | 3 | 94 | 5 | Collecting observations |
| D2l.comd2l.com | Other observed source | 3 | 94 | 5 | Collecting observations |
| Default.comdefault.com | Other observed source | 3 | 94 | 5 | Collecting observations |
| Dryrun.comdryrun.com | Other observed source | 3 | 94 | 5 | Collecting observations |
| Fabric.sofabric.so | Other observed source | 3 | 94 | 5 | Collecting observations |
| Firsthr.appfirsthr.app | Other observed source | 3 | 94 | 5 | Collecting observations |
| Forrester.comforrester.com | Analyst and consulting research | 3 | 94 | 5 | Collecting observations |
| Fullcast.comfullcast.com | Other observed source | 3 | 94 | 5 | Collecting observations |
| Fullstackgtm.comfullstackgtm.com | Other observed source | 3 | 94 | 5 | Collecting observations |
| Grain.comgrain.com | Other observed source | 3 | 94 | 5 | Collecting observations |
| Lyzr.ailyzr.ai | Other observed source | 3 | 94 | 5 | Collecting observations |
| Mentorgroup.commentorgroup.com | Other observed source | 3 | 94 | 5 | Collecting observations |
| Oliv.aioliv.ai | Other observed source | 3 | 94 | 5 | Collecting observations |
| Orm-tech.comorm-tech.com | Vendor-owned source | 3 | 94 | 5 | Collecting observations |
| Prolifiq.comprolifiq.com | Other observed source | 3 | 94 | 5 | Collecting observations |
| Prospeo.ioprospeo.io | Vendor-owned source | 3 | 94 | 5 | Collecting observations |
| Revenue.iorevenue.io | Other observed source | 3 | 94 | 5 | Collecting observations |
| Salesforce.comsalesforce.com | Vendor-owned source | 3 | 94 | 5 | Collecting observations |
| Spotio.comspotio.com | Other observed source | 3 | 94 | 5 | Collecting observations |
| Stepwright.comstepwright.com | Other observed source | 3 | 94 | 5 | Collecting observations |
| Sybill.aisybill.ai | Other observed source | 3 | 94 | 5 | Collecting observations |
| Teachable.comteachable.com | Other observed source | 3 | 94 | 5 | Collecting observations |
| Tomba.iotomba.io | Other observed source | 3 | 94 | 5 | Collecting observations |
| Xactlycorp.comxactlycorp.com | Other observed source | 3 | 94 | 5 | Collecting observations |
| YouTubeyoutube.com | Search or media platform | 3 | 94 | 5 | Collecting observations |
| Ziellab.comziellab.com | Vendor-owned source | 3 | 94 | 5 | Collecting observations |
| Zoho.comzoho.com | Other observed source | 3 | 94 | 5 | Collecting observations |
| Beloved-brands.combeloved-brands.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| Bigin.combigin.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| Capsulecrm.comcapsulecrm.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| Captivateiq.comcaptivateiq.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| Cience.comcience.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| Crono.onecrono.one | Vendor-owned source | 2 | 94 | 5 | Collecting observations |
| Debriefcore.comdebriefcore.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| Dovient.comdovient.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| Exec.comexec.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| Forecastio.aiforecastio.ai | Other observed source | 2 | 94 | 5 | Collecting observations |
| Foresell.ioforesell.io | Other observed source | 2 | 94 | 5 | Collecting observations |
| Fundz.netfundz.net | Other observed source | 2 | 94 | 5 | Collecting observations |
| Getbackdrop.aigetbackdrop.ai | Market and company database | 2 | 94 | 5 | Collecting observations |
| Getgangly.comgetgangly.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| Getmaxiq.comgetmaxiq.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| Highspot.comhighspot.com | Vendor-owned source | 2 | 94 | 5 | Collecting observations |
| Hyperbound.aihyperbound.ai | Other observed source | 2 | 94 | 5 | Collecting observations |
| Insightsquared.cominsightsquared.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| Knowsales.aiknowsales.ai | Other observed source | 2 | 94 | 5 | Collecting observations |
| Microsoft.commicrosoft.com | Vendor-owned source | 2 | 94 | 5 | Collecting observations |
| Pedowitzgroup.compedowitzgroup.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| Pipelinecrm.compipelinecrm.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| Pipemetry.compipemetry.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| Pitchkitchen.compitchkitchen.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| Pointerstrategy.compointerstrategy.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| Quotavue.comquotavue.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| Rox.comrox.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| SaaS Magsaasmag.com | Editorial publication | 2 | 94 | 5 | Collecting observations |
| Salesmotion.iosalesmotion.io | Vendor-owned source | 2 | 94 | 5 | Collecting observations |
| Salesscreen.comsalesscreen.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| Sellingpower.comsellingpower.com | Other observed source | 2 | 94 | 5 | Collecting observations |
| Sifthub.iosifthub.io | Other observed source | 2 | 94 | 5 | Collecting observations |
| Theschuck.agencytheschuck.agency | Other observed source | 2 | 94 | 5 | Collecting observations |
| Abacum.aiabacum.ai | Other observed source | 1 | 94 | 5 | Collecting observations |
| Actively.aiactively.ai | Other observed source | 1 | 94 | 5 | Collecting observations |
| Aheadofsales.co.ukaheadofsales.co.uk | Other observed source | 1 | 94 | 5 | Collecting observations |
| Albatalent.ioalbatalent.io | Other observed source | 1 | 94 | 5 | Collecting observations |
| Applion.jpapplion.jp | Other observed source | 1 | 94 | 5 | Collecting observations |
| Appvizer.comappvizer.com | Market and company database | 1 | 94 | 5 | Collecting observations |
| Aprio.comaprio.com | Other observed source | 1 | 94 | 5 | Collecting observations |
| Articsledge.comarticsledge.com | Other observed source | 1 | 94 | 5 | Collecting observations |
| Artisan.coartisan.co | Other observed source | 1 | 94 | 5 | Collecting observations |
| Askcommit.comaskcommit.com | Other observed source | 1 | 94 | 5 | Collecting observations |
| Asksopia.comasksopia.com | Other observed source | 1 | 94 | 5 | Collecting observations |
| Atriumhq.comatriumhq.com | Other observed source | 1 | 94 | 5 | Collecting observations |
| Aviso.comaviso.com | Other observed source | 1 | 94 | 5 | Collecting observations |
| Axiomworkspace.comaxiomworkspace.com | Other observed source | 1 | 94 | 5 | Collecting observations |
| Badgermapping.combadgermapping.com | Other observed source | 1 | 94 | 5 | Collecting observations |
| Briced.combriced.com | Other observed source | 1 | 94 | 5 | Collecting observations |
| Casadelume.comcasadelume.com | Other observed source | 1 | 94 | 5 | Collecting observations |
| Clari.comclari.com | Other observed source | 1 | 94 | 5 | Collecting observations |
Showing the first 100 rows from 174 observed domains.
Cite this
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Sales, GTM & CRM / Problem-first research: collecting observations across 94 observed runs and 5 dates, 2026-05-10 to 2026-11-02. Release mri_score_v2.1+2026-11-02+f9aaeca0db15. https://machinerelations.ai/index/categories/sales-gtm-crm/problem_first. CC BY 4.0.Parrott, J. (2026). Sales, GTM & CRM / Problem-first research in the Machine Relations Index (Version mri_score_v2.1+2026-11-02+f9aaeca0db15) [Data set]. Machine Relations Research. https://machinerelations.ai/index/categories/sales-gtm-crm/problem_first https://doi.org/10.5281/zenodo.23652423@misc{parrott2026mrisalesgtmcrmproblemfirst,
author = {Parrott, Jaxon},
title = {Sales, GTM \& CRM / Problem-first research 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/sales-gtm-crm/problem_first},
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.