Industries answers
Absences and cited sources in each of the fourteen measured software categories.
These 28 answers use dated Broadcastwell findings. Each page identifies its question, figure and source; a count in an answer does not establish product quality or a completed sale.
Construction absence checks
Why is my construction software missing from AI answers?
Four of 22 checked construction vendors had 0 names in 150 answers captured 22 September 2026. The Index records the omission, but does not identify its cause.
Construction cited hosts
Which sources do AI answers cite for construction software?
Construction answers captured 22 September 2026 cited fieldwire.com in 52 of 150, buildertrend.com in 37 and capterra.com in 34, pooled across five engines.
CRM omission scope
Why is my CRM software missing from AI answers?
Nimble had 0 names in 150 CRM answers captured 22 September 2026. The count establishes an omission; its cause remains unknown.
CRM source evidence
Which sources do AI answers cite for CRM software?
CRM answers captured 22 September 2026 cited pipedrive.com in 43 of 150 answers, salesforce.com in 33 and pipelinecrm.com in 32, pooled across five engines.
Absences and buyer questions
Why is my dealership software missing from AI answers?
The cause is unknown: 2 of 22 checked dealership vendors were absent from 150 answers captured on 22 September 2026.
Why is my dental software missing from AI answers?
The cause is unmeasured: 4 of 20 checked dental vendors were never named in 149 valid answers captured on 22 September 2026.
Why is my field service software missing from AI answers?
A cause is not established: 7 of 22 checked field service vendors were never named in 150 answers captured on 22 September 2026.
Why is my hotel software missing from AI answers?
Five of 25 checked hotel vendors were never named in 149 valid answers captured on 22 September 2026; the cause remains unmeasured.
Why is my insurance agency software missing from AI answers?
Five of 19 checked insurance-agency vendors were never named in 150 answers captured on 22 September 2026; the cause is unknown.
Sources in answers
Which sources do AI answers cite for dealership software?
voltra.ai appeared in 39 of 150 dealership answer source lists captured on 22 September 2026; 175 distinct domains were recorded.
Which sources do AI answers cite for dental software?
medixdental.com appeared in 47 of 149 dental answer source lists captured on 22 September 2026; 136 distinct domains were recorded.
Which sources do AI answers cite for field service software?
fieldpulse.com and fieldservicesoftware.io each appeared in 52 of 150 field service source lists captured on 22 September 2026.
Which sources do AI answers cite for hotel software?
hoteltechreport.com appeared in 103 of 149 hotel source lists captured on 22 September 2026; 132 distinct domains were recorded.
Agency source records
Which sources do AI answers cite for insurance agency software?
Insurance-agency answers cited g2.com in 67 of 150 valid source lists captured on 22 September 2026; the full category contains 170 hosts.
Legal product absences
Why is my legal practice software missing from AI answers?
Three of 21 checked legal-software vendors were never named in 150 answers captured on 22 September 2026. The omission does not reveal its cause.
Legal claim sources
Which sources do AI answers cite for legal practice software?
clio.com appeared in 53 of 150 legal-software answer source lists captured on 22 September 2026. The panel recorded 183 distinct hosts.
Lender and broker absences
Why is my loan origination software missing from AI answers?
Four of 25 checked lending-software vendors had no names in 150 answers from 22 September 2026. A broker-specific question had different gaps.
Lending source evidence
Which sources do AI answers cite for loan origination software?
Loan-origination answers cited loanpro.io in 55 of 150 valid source lists captured on 22 September 2026; the category recorded 180 hosts.
Question-specific project gaps
Why is my project management software missing from AI answers?
All ten checked project-management vendors appeared in 150 answers from 22 and 23 September 2026; seven were absent on one planning question.
Project source records
Which sources do AI answers cite for project management software?
celoxis.com occurred in 49 of 150 project-management source lists captured on 22 and 23 September 2026. The full category recorded 200 hosts.
Radiology question scope
Why is my radiology software missing from AI answers?
Two of 24 checked radiology vendors had no names across 150 answers from 22 September 2026. A PACS-criteria question named none of the checked set.
Radiology source inspection
Which sources do AI answers cite for radiology software?
Radiology answers captured 22 September 2026 cited reddit.com in 60 of 150 and pacscribe.com in 49, pooled across five engines.
Property management absence
Why is my property management software missing from AI answers?
Three of 22 checked property-management vendors had no names in 148 valid answers captured 22 September 2026. The cause remains unknown.
Property management source evidence
Which sources does AI cite for property management software?
buildium.com appeared in 75 of 148 valid property-management answers captured 22 September 2026; doorloop.com appeared in 47. Counts pool five engines.
Transportation absence scope
Why is my transportation software missing from AI answers?
Axon Software, IntelliTrans and Princeton TMX had 0 names in 150 transportation answers captured 22 September 2026. The study does not explain why.
Transportation source records
Which sources do AI answers cite for transportation software?
Transportation answers captured 22 September 2026 cited reddit.com in 33 of 150 and pcssoft.com in 30, pooled across five engines.
Veterinary absence checks
Why is my veterinary software missing from AI answers?
ClienTrax, Onward Vet and VetlinkPRO had no names in 149 valid veterinary-software answers captured 22 September 2026. Their omission has no measured cause.
Veterinary cited hosts
Which sources do AI answers cite for veterinary software?
Veterinary-software answers captured 22 September 2026 cited capterra.com in 61 of 149 and digitail.com in 52, pooled across five engines.
Browse all answer clusters. For the full argument and measurement rules, read the Absence Manual.
Prepared by the Broadcastwell team.
Page owner: Ananya Rao, AI Engineer. Corrections: hello@broadcastwell.com