August 2026 release

The Absence Index

How often AI engines name each vendor in two B2B software categories.

Open data, CC BY 4.0. Released August 28, 2026. The Index records observed naming, not service quality or product merit.

Release summary

Two categories, 240 observed answers

CRM: 120 observations, 3 engine errors, with Salesforce Sales Cloud named in 78 of 117 scored answers. Project management: 120 observations, 0 engine errors, with monday.com named in 71 of 120 observed answers.

Each figure carries its stated base and capture date in the evidence tables below.

Category

CRM

Systems that centralize customer and prospect records, sales activity, pipeline management, and related revenue workflows.

78

Salesforce Sales Cloud was named in 78 of 117 observed answers. Captured 2026-08-28.

Category

Project management

Systems for planning, assigning, tracking, coordinating, and reporting on work across projects.

71

monday.com was named in 71 of 120 observed answers. Captured 2026-08-28.

Evidence

CRM

Observed naming, not service quality or product merit. Capture date: 2026-08-28.

CRM observed naming table
CompanyNamedCitedBuyer questionsCapture date
Salesforce Sales Cloud78 of 117 observed answers, 66.7%0 of 117 observed answers, 0.0%10 of 102026-08-28
HubSpot CRM77 of 117 observed answers, 65.8%0 of 117 observed answers, 0.0%9 of 102026-08-28
Pipedrive63 of 117 observed answers, 53.8%0 of 117 observed answers, 0.0%9 of 102026-08-28
Zoho CRM63 of 117 observed answers, 53.8%0 of 117 observed answers, 0.0%9 of 102026-08-28
Microsoft Dynamics 36523 of 117 observed answers, 19.7%0 of 117 observed answers, 0.0%6 of 102026-08-28
Freshsales15 of 117 observed answers, 12.8%0 of 117 observed answers, 0.0%5 of 102026-08-28
Close5 of 117 observed answers, 4.3%0 of 117 observed answers, 0.0%3 of 102026-08-28
Insightly3 of 117 observed answers, 2.6%0 of 117 observed answers, 0.0%2 of 102026-08-28
Copper1 of 117 observed answers, 0.9%0 of 117 observed answers, 0.0%1 of 102026-08-28
Nimble0 of 117 observed answers, 0.0%0 of 117 observed answers, 0.0%0 of 102026-08-28

Evidence

Project management

Observed naming, not service quality or product merit. Capture date: 2026-08-28.

Project management observed naming table
CompanyNamedCitedBuyer questionsCapture date
monday.com71 of 120 observed answers, 59.2%0 of 120 observed answers, 0.0%9 of 102026-08-28
Asana62 of 120 observed answers, 51.7%0 of 120 observed answers, 0.0%8 of 102026-08-28
ClickUp56 of 120 observed answers, 46.7%0 of 120 observed answers, 0.0%7 of 102026-08-28
Wrike49 of 120 observed answers, 40.8%0 of 120 observed answers, 0.0%8 of 102026-08-28
Smartsheet40 of 120 observed answers, 33.3%0 of 120 observed answers, 0.0%6 of 102026-08-28
Jira32 of 120 observed answers, 26.7%0 of 120 observed answers, 0.0%8 of 102026-08-28
Trello18 of 120 observed answers, 15.0%0 of 120 observed answers, 0.0%6 of 102026-08-28
Airtable8 of 120 observed answers, 6.7%0 of 120 observed answers, 0.0%2 of 102026-08-28
Basecamp6 of 120 observed answers, 5.0%0 of 120 observed answers, 0.0%2 of 102026-08-28
Notion1 of 120 observed answers, 0.8%0 of 120 observed answers, 0.0%1 of 102026-08-28

Method summary

Published evidence, readable without JavaScript

Each category uses ten buyer question shapes across four engines and three repeats. Excluded answers are stated in the base. The release presents observed naming patterns only.

Download the release files