Kalvenor SystemsSAMPLE DATA

Kalvenor Systems named instead (SAMPLE DATA, fictional company)

SAMPLE DATA, fictional company. Kalvenor Systems illustrates the report; it is not a client delivery.

Named where you are not

Scheduled answers only. A competitor counts as named instead when it appears in an answer that does not name the client. Checked and not found means the competitor was on the checked list and no scored answer named it.

SAMPLE DATA. Kalvenor Systems is a fictional company, and every figure below is fictional.

Across runs

Named instead15 January 2026baseline-kalvenor-00112 May 2026kalvenor-monitor8 July 2026baseline-kalvenor-v11
Northvale FSM0 of 9394 of 120236 of 393
Trakwell0 of 9338 of 12095 of 393
Asterforge0 of 9332 of 12080 of 393
Orbit Field0 of 9322 of 12088 of 393
Cindermark0 of 9319 of 12076 of 393
Verano FSM0 of 9315 of 12057 of 393
Northvale FSM (SAMPLE)48 of 930 of 1200 of 393
Veltrune Systems (SAMPLE)33 of 930 of 1200 of 393
Quorim Gridworks (SAMPLE)32 of 930 of 1200 of 393
Asterforge Kinetics (SAMPLE)31 of 930 of 1200 of 393
Morrowpeak Labs (SAMPLE)23 of 930 of 1200 of 393

Each cell counts scheduled answers that named the competitor and did not name Kalvenor Systems, over all scheduled answers that did not name Kalvenor Systems in that run.

Question by question, run baseline-kalvenor-v11

Question 1. What is field service management software?5 of 15 answers named the client
  • Northvale FSM: named instead in 8 of 10 answers without the client
  • Trakwell: named instead in 5 of 10 answers without the client
  • Orbit Field: named instead in 4 of 10 answers without the client
  • Asterforge: checked in 15 answers, not found
  • Cindermark: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT1 of 3Northvale FSM 1, Orbit Field 1
Claude2 of 3Northvale FSM 1
Perplexity1 of 3Northvale FSM 1, Trakwell 1
Google AI Overviews1 of 3Northvale FSM 2, Orbit Field 2, Trakwell 2
Google AI Mode0 of 3Northvale FSM 3, Trakwell 2, Orbit Field 1
Question 2. Which software helps a company schedule and dispatch field technicians?5 of 14 answers named the client
  • Cindermark: named instead in 6 of 9 answers without the client
  • Northvale FSM: named instead in 6 of 9 answers without the client
  • Asterforge: named instead in 5 of 9 answers without the client
  • Orbit Field: named instead in 5 of 9 answers without the client
  • Trakwell: checked in 14 answers, not found
  • Verano FSM: checked in 14 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT2 of 3Asterforge 1, Northvale FSM 1, Orbit Field 1
Claude1 of 3Asterforge 2, Northvale FSM 2, Cindermark 1, Orbit Field 1
Perplexity1 of 3Asterforge 1, Cindermark 1, Northvale FSM 1
Google AI Overviews0 of 2Cindermark 2, Northvale FSM 2, Orbit Field 1
Google AI Mode1 of 3Cindermark 2, Orbit Field 2, Asterforge 1
Question 3. What are the strongest field service management platforms for a mid sized service business?8 of 14 answers named the client
  • Cindermark: named instead in 5 of 6 answers without the client
  • Northvale FSM: named instead in 4 of 6 answers without the client
  • Trakwell: named instead in 3 of 6 answers without the client
  • Asterforge: checked in 14 answers, not found
  • Orbit Field: checked in 14 answers, not found
  • Verano FSM: checked in 14 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT3 of 3Nobody
Claude2 of 3Cindermark 1
Perplexity1 of 2Cindermark 1, Northvale FSM 1, Trakwell 1
Google AI Overviews0 of 3Cindermark 2, Northvale FSM 2, Trakwell 2
Google AI Mode2 of 3Cindermark 1, Northvale FSM 1
Question 4. What features should field service management software include?5 of 15 answers named the client
  • Northvale FSM: named instead in 8 of 10 answers without the client
  • Orbit Field: named instead in 3 of 10 answers without the client
  • Trakwell: named instead in 0 of 10 answers without the client
  • Asterforge: checked in 15 answers, not found
  • Cindermark: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT3 of 3Nobody
Claude1 of 3Northvale FSM 1, Orbit Field 1
Perplexity0 of 3Northvale FSM 2, Orbit Field 1
Google AI Overviews0 of 3Northvale FSM 3, Orbit Field 1
Google AI Mode1 of 3Northvale FSM 2
Question 5. How does field service management software differ from general work order software?0 of 15 answers named the client
  • Northvale FSM: named instead in 11 of 15 answers without the client
  • Asterforge: named instead in 9 of 15 answers without the client
  • Cindermark: named instead in 9 of 15 answers without the client
  • Verano FSM: named instead in 6 of 15 answers without the client
  • Orbit Field: named instead in 5 of 15 answers without the client
  • Trakwell: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT0 of 3Asterforge 2, Cindermark 2, Northvale FSM 2, Verano FSM 1
Claude0 of 3Northvale FSM 3, Asterforge 2, Cindermark 2, Orbit Field 2, Verano FSM 2
Perplexity0 of 3Asterforge 2, Northvale FSM 2, Cindermark 1
Google AI Overviews0 of 3Northvale FSM 3, Asterforge 2, Cindermark 2, Orbit Field 2, Verano FSM 2
Google AI Mode0 of 3Cindermark 2, Asterforge 1, Northvale FSM 1, Orbit Field 1, Verano FSM 1
Question 6. Which field service platforms handle recurring maintenance contracts?5 of 15 answers named the client
  • Northvale FSM: named instead in 8 of 10 answers without the client
  • Trakwell: named instead in 5 of 10 answers without the client
  • Asterforge: named instead in 4 of 10 answers without the client
  • Verano FSM: named instead in 4 of 10 answers without the client
  • Cindermark: checked in 15 answers, not found
  • Orbit Field: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT2 of 3Asterforge 1, Trakwell 1
Claude1 of 3Trakwell 2, Asterforge 1, Northvale FSM 1, Verano FSM 1
Perplexity1 of 3Northvale FSM 2, Asterforge 1, Verano FSM 1
Google AI Overviews0 of 3Northvale FSM 3, Trakwell 1, Verano FSM 1
Google AI Mode1 of 3Northvale FSM 2, Asterforge 1, Trakwell 1, Verano FSM 1
Question 7. What software tracks technician time and the parts used on a job?8 of 15 answers named the client
  • Northvale FSM: named instead in 7 of 7 answers without the client
  • Trakwell: named instead in 2 of 7 answers without the client
  • Asterforge: checked in 15 answers, not found
  • Cindermark: checked in 15 answers, not found
  • Orbit Field: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT1 of 3Northvale FSM 2
Claude3 of 3Nobody
Perplexity3 of 3Nobody
Google AI Overviews0 of 3Northvale FSM 3, Trakwell 2
Google AI Mode1 of 3Northvale FSM 2
Question 8. Which field service management systems keep working offline in the field?3 of 14 answers named the client
  • Northvale FSM: named instead in 8 of 11 answers without the client
  • Verano FSM: named instead in 6 of 11 answers without the client
  • Asterforge: named instead in 4 of 11 answers without the client
  • Trakwell: named instead in 3 of 11 answers without the client
  • Cindermark: checked in 14 answers, not found
  • Orbit Field: checked in 14 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT1 of 2Asterforge 1, Northvale FSM 1
Claude1 of 3Asterforge 1, Northvale FSM 1, Trakwell 1, Verano FSM 1
Perplexity1 of 3Asterforge 1, Northvale FSM 1, Trakwell 1, Verano FSM 1
Google AI Overviews0 of 3Northvale FSM 3, Asterforge 1, Verano FSM 1
Google AI Mode0 of 3Verano FSM 3, Northvale FSM 2, Trakwell 1
Question 9. What software is used to manage a mobile service workforce?8 of 15 answers named the client
  • Northvale FSM: named instead in 5 of 7 answers without the client
  • Cindermark: named instead in 4 of 7 answers without the client
  • Trakwell: named instead in 3 of 7 answers without the client
  • Asterforge: named instead in 3 of 7 answers without the client
  • Orbit Field: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT2 of 3Asterforge 1, Northvale FSM 1, Trakwell 1
Claude2 of 3Cindermark 1, Northvale FSM 1
Perplexity1 of 3Northvale FSM 2, Trakwell 1
Google AI Overviews0 of 3Cindermark 3, Asterforge 2, Northvale FSM 1, Trakwell 1
Google AI Mode3 of 3Nobody
Question 10. Which platforms combine scheduling, invoicing and inventory for service teams?0 of 15 answers named the client
  • Northvale FSM: named instead in 9 of 15 answers without the client
  • Orbit Field: named instead in 8 of 15 answers without the client
  • Trakwell: named instead in 6 of 15 answers without the client
  • Verano FSM: named instead in 6 of 15 answers without the client
  • Asterforge: named instead in 5 of 15 answers without the client
  • Cindermark: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT0 of 3Northvale FSM 3, Trakwell 3, Asterforge 1, Orbit Field 1, Verano FSM 1
Claude0 of 3Verano FSM 2, Asterforge 1, Northvale FSM 1, Orbit Field 1, Trakwell 1
Perplexity0 of 3Orbit Field 3, Northvale FSM 1, Trakwell 1
Google AI Overviews0 of 3Northvale FSM 2, Orbit Field 2, Verano FSM 2, Asterforge 1, Trakwell 1
Google AI Mode0 of 3Asterforge 2, Northvale FSM 2, Orbit Field 1, Verano FSM 1
Question 11. As a service operations director, which software should I evaluate to cut technician drive time?10 of 15 answers named the client
  • Northvale FSM: named instead in 4 of 5 answers without the client
  • Cindermark: named instead in 2 of 5 answers without the client
  • Trakwell: named instead in 0 of 5 answers without the client
  • Asterforge: checked in 15 answers, not found
  • Orbit Field: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT2 of 3Northvale FSM 1
Claude3 of 3Nobody
Perplexity1 of 3Cindermark 1, Northvale FSM 1
Google AI Overviews1 of 3Northvale FSM 2, Cindermark 1
Google AI Mode3 of 3Nobody
Question 12. As a finance lead, which field service platform gives the clearest job level margin reporting?0 of 15 answers named the client
  • Northvale FSM: named instead in 11 of 15 answers without the client
  • Trakwell: named instead in 7 of 15 answers without the client
  • Asterforge: named instead in 5 of 15 answers without the client
  • Cindermark: checked in 15 answers, not found
  • Orbit Field: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT0 of 3Northvale FSM 3, Asterforge 2, Trakwell 1
Claude0 of 3Northvale FSM 2, Trakwell 2, Asterforge 1
Perplexity0 of 3Northvale FSM 3, Trakwell 2
Google AI Overviews0 of 3Northvale FSM 3, Asterforge 1
Google AI Mode0 of 3Trakwell 2, Asterforge 1
Question 13. As an IT manager, which field service software offers an open API and webhooks?5 of 15 answers named the client
  • Northvale FSM: named instead in 7 of 10 answers without the client
  • Cindermark: named instead in 5 of 10 answers without the client
  • Verano FSM: named instead in 4 of 10 answers without the client
  • Asterforge: checked in 15 answers, not found
  • Orbit Field: checked in 15 answers, not found
  • Trakwell: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT1 of 3Cindermark 1, Northvale FSM 1, Verano FSM 1
Claude2 of 3Northvale FSM 1
Perplexity2 of 3Verano FSM 1
Google AI Overviews0 of 3Northvale FSM 3, Cindermark 2, Verano FSM 1
Google AI Mode0 of 3Cindermark 2, Northvale FSM 2, Verano FSM 1
Question 14. As a dispatcher, which scheduling tool handles same day emergency jobs best?0 of 15 answers named the client
  • Northvale FSM: named instead in 10 of 15 answers without the client
  • Orbit Field: named instead in 8 of 15 answers without the client
  • Asterforge: named instead in 6 of 15 answers without the client
  • Trakwell: named instead in 4 of 15 answers without the client
  • Cindermark: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT0 of 3Asterforge 3, Northvale FSM 3, Orbit Field 1, Trakwell 1
Claude0 of 3Northvale FSM 2, Orbit Field 2
Perplexity0 of 3Northvale FSM 2, Trakwell 2, Orbit Field 1
Google AI Overviews0 of 3Orbit Field 2, Asterforge 1, Northvale FSM 1
Google AI Mode0 of 3Asterforge 2, Northvale FSM 2, Orbit Field 2, Trakwell 1
Question 15. As a service manager, which software helps a team hit first time fix rate targets?5 of 14 answers named the client
  • Northvale FSM: named instead in 5 of 9 answers without the client
  • Cindermark: named instead in 4 of 9 answers without the client
  • Asterforge: checked in 14 answers, not found
  • Orbit Field: checked in 14 answers, not found
  • Trakwell: checked in 14 answers, not found
  • Verano FSM: checked in 14 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT1 of 2Northvale FSM 1
Claude2 of 3Cindermark 1
Perplexity0 of 3Northvale FSM 2
Google AI Overviews2 of 3Cindermark 1
Google AI Mode0 of 3Cindermark 2, Northvale FSM 2
Question 16. As an operations lead, which platform scales from 50 to 500 technicians without a replatform?0 of 15 answers named the client
  • Northvale FSM: named instead in 13 of 15 answers without the client
  • Orbit Field: named instead in 4 of 15 answers without the client
  • Asterforge: checked in 15 answers, not found
  • Cindermark: checked in 15 answers, not found
  • Trakwell: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT0 of 3Northvale FSM 3
Claude0 of 3Northvale FSM 2
Perplexity0 of 3Northvale FSM 3, Orbit Field 1
Google AI Overviews0 of 3Northvale FSM 3, Orbit Field 1
Google AI Mode0 of 3Northvale FSM 2, Orbit Field 2
Question 17. As a customer experience lead, which field service tool gives customers live arrival windows?5 of 15 answers named the client
  • Northvale FSM: named instead in 8 of 10 answers without the client
  • Asterforge: named instead in 8 of 10 answers without the client
  • Cindermark: checked in 15 answers, not found
  • Orbit Field: checked in 15 answers, not found
  • Trakwell: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT2 of 3Asterforge 1, Northvale FSM 1
Claude2 of 3Northvale FSM 1
Perplexity0 of 3Asterforge 3, Northvale FSM 3
Google AI Overviews0 of 3Asterforge 3, Northvale FSM 2
Google AI Mode1 of 3Asterforge 1, Northvale FSM 1
Question 18. As a procurement lead, what should I ask a field service software vendor before signing?0 of 14 answers named the client
  • Orbit Field: named instead in 7 of 14 answers without the client
  • Trakwell: named instead in 7 of 14 answers without the client
  • Asterforge: checked in 14 answers, not found
  • Cindermark: checked in 14 answers, not found
  • Northvale FSM: checked in 14 answers, not found
  • Verano FSM: checked in 14 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT0 of 3Trakwell 2, Orbit Field 1
Claude0 of 3Trakwell 1
Perplexity0 of 3Orbit Field 3, Trakwell 3
Google AI Overviews0 of 3Orbit Field 2, Trakwell 1
Google AI Mode0 of 2Orbit Field 1
Question 19. As a warehouse manager, which field service system tracks van stock accurately?8 of 15 answers named the client
  • Northvale FSM: named instead in 7 of 7 answers without the client
  • Asterforge: checked in 15 answers, not found
  • Cindermark: checked in 15 answers, not found
  • Orbit Field: checked in 15 answers, not found
  • Trakwell: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT2 of 3Northvale FSM 1
Claude2 of 3Northvale FSM 1
Perplexity2 of 3Northvale FSM 1
Google AI Overviews1 of 3Northvale FSM 2
Google AI Mode1 of 3Northvale FSM 2
Question 20. As a compliance officer, which field service platform documents safety checks on site?0 of 15 answers named the client
  • Northvale FSM: named instead in 9 of 15 answers without the client
  • Cindermark: named instead in 8 of 15 answers without the client
  • Asterforge: named instead in 6 of 15 answers without the client
  • Trakwell: named instead in 5 of 15 answers without the client
  • Orbit Field: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT0 of 3Asterforge 2, Cindermark 2, Northvale FSM 1
Claude0 of 3Cindermark 2, Asterforge 1, Northvale FSM 1, Trakwell 1
Perplexity0 of 3Asterforge 2, Northvale FSM 2, Cindermark 1
Google AI Overviews0 of 3Cindermark 3, Northvale FSM 2, Trakwell 1
Google AI Mode0 of 3Northvale FSM 3, Trakwell 3, Asterforge 1
Question 21. How does a service business reduce repeat visits caused by missing parts?4 of 15 answers named the client
  • Northvale FSM: named instead in 8 of 11 answers without the client
  • Asterforge: named instead in 7 of 11 answers without the client
  • Verano FSM: named instead in 5 of 11 answers without the client
  • Cindermark: checked in 15 answers, not found
  • Orbit Field: checked in 15 answers, not found
  • Trakwell: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT1 of 3Northvale FSM 2, Asterforge 1
Claude0 of 3Asterforge 2, Northvale FSM 2, Verano FSM 2
Perplexity2 of 3Northvale FSM 1
Google AI Overviews0 of 3Asterforge 2, Northvale FSM 1, Verano FSM 1
Google AI Mode1 of 3Asterforge 2, Northvale FSM 2, Verano FSM 2
Question 22. What software helps a heating and cooling contractor manage preventive maintenance agreements?7 of 14 answers named the client
  • Cindermark: named instead in 4 of 7 answers without the client
  • Northvale FSM: named instead in 3 of 7 answers without the client
  • Asterforge: named instead in 3 of 7 answers without the client
  • Verano FSM: named instead in 2 of 7 answers without the client
  • Orbit Field: checked in 14 answers, not found
  • Trakwell: checked in 14 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT3 of 3Nobody
Claude2 of 3Northvale FSM 1
Perplexity1 of 3Asterforge 1, Cindermark 1, Northvale FSM 1
Google AI Overviews1 of 3Asterforge 2, Cindermark 2, Northvale FSM 1, Verano FSM 1
Google AI Mode0 of 2Cindermark 1, Verano FSM 1
Question 23. How can a service business quote and invoice from the field on the same day?0 of 15 answers named the client
  • Northvale FSM: named instead in 12 of 15 answers without the client
  • Orbit Field: named instead in 7 of 15 answers without the client
  • Cindermark: named instead in 5 of 15 answers without the client
  • Asterforge: checked in 15 answers, not found
  • Trakwell: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT0 of 3Northvale FSM 2, Cindermark 1, Orbit Field 1
Claude0 of 3Northvale FSM 2, Cindermark 1, Orbit Field 1
Perplexity0 of 3Northvale FSM 3, Cindermark 1, Orbit Field 1
Google AI Overviews0 of 3Northvale FSM 2, Orbit Field 1
Google AI Mode0 of 3Northvale FSM 3, Orbit Field 3, Cindermark 2
Question 24. What tool routes technicians across a large territory efficiently?4 of 15 answers named the client
  • Northvale FSM: named instead in 7 of 11 answers without the client
  • Trakwell: named instead in 7 of 11 answers without the client
  • Orbit Field: named instead in 6 of 11 answers without the client
  • Asterforge: checked in 15 answers, not found
  • Cindermark: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT2 of 3Northvale FSM 1, Trakwell 1
Claude1 of 3Orbit Field 2, Northvale FSM 1
Perplexity1 of 3Trakwell 2, Northvale FSM 1
Google AI Overviews0 of 3Orbit Field 2, Trakwell 2, Northvale FSM 1
Google AI Mode0 of 3Northvale FSM 3, Orbit Field 2, Trakwell 2
Question 25. How does a company give subcontractors limited access to work orders?0 of 15 answers named the client
  • Trakwell: named instead in 7 of 15 answers without the client
  • Orbit Field: named instead in 5 of 15 answers without the client
  • Verano FSM: named instead in 5 of 15 answers without the client
  • Asterforge: checked in 15 answers, not found
  • Cindermark: checked in 15 answers, not found
  • Northvale FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT0 of 3Trakwell 2, Verano FSM 1
Claude0 of 3Orbit Field 2, Trakwell 1
Perplexity0 of 3Orbit Field 1, Trakwell 1, Verano FSM 1
Google AI Overviews0 of 3Verano FSM 2, Orbit Field 1, Trakwell 1
Google AI Mode0 of 3Trakwell 2, Orbit Field 1, Verano FSM 1
Question 26. What software captures photos and signatures as proof of service?8 of 15 answers named the client
  • Trakwell: named instead in 6 of 7 answers without the client
  • Northvale FSM: named instead in 4 of 7 answers without the client
  • Asterforge: checked in 15 answers, not found
  • Cindermark: checked in 15 answers, not found
  • Orbit Field: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT3 of 3Nobody
Claude1 of 3Trakwell 2, Northvale FSM 1
Perplexity2 of 3Northvale FSM 1, Trakwell 1
Google AI Overviews2 of 3Northvale FSM 1, Trakwell 1
Google AI Mode0 of 3Trakwell 2, Northvale FSM 1
Question 27. How does a service business plan technician capacity for the next quarter?0 of 15 answers named the client
  • Northvale FSM: named instead in 10 of 15 answers without the client
  • Cindermark: named instead in 7 of 15 answers without the client
  • Asterforge: checked in 15 answers, not found
  • Orbit Field: checked in 15 answers, not found
  • Trakwell: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT0 of 3Northvale FSM 3, Cindermark 1
Claude0 of 3Northvale FSM 2, Cindermark 1
Perplexity0 of 3Cindermark 3, Northvale FSM 2
Google AI Overviews0 of 3Cindermark 1, Northvale FSM 1
Google AI Mode0 of 3Northvale FSM 2, Cindermark 1
Question 28. What system links asset history to each service visit?7 of 15 answers named the client
  • Northvale FSM: named instead in 6 of 8 answers without the client
  • Trakwell: named instead in 5 of 8 answers without the client
  • Asterforge: named instead in 4 of 8 answers without the client
  • Orbit Field: named instead in 4 of 8 answers without the client
  • Cindermark: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT2 of 3Asterforge 1, Northvale FSM 1, Orbit Field 1
Claude2 of 3Northvale FSM 1, Trakwell 1
Perplexity1 of 3Asterforge 2, Northvale FSM 2, Trakwell 2, Orbit Field 1
Google AI Overviews1 of 3Orbit Field 2, Trakwell 2, Northvale FSM 1
Google AI Mode1 of 3Asterforge 1, Northvale FSM 1
Question 29. How are multi day installation jobs with several crews managed?0 of 15 answers named the client
  • Verano FSM: named instead in 10 of 15 answers without the client
  • Northvale FSM: named instead in 9 of 15 answers without the client
  • Trakwell: named instead in 7 of 15 answers without the client
  • Cindermark: named instead in 6 of 15 answers without the client
  • Orbit Field: named instead in 4 of 15 answers without the client
  • Asterforge: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT0 of 3Northvale FSM 3, Verano FSM 3
Claude0 of 3Cindermark 2, Northvale FSM 2, Trakwell 2, Orbit Field 1
Perplexity0 of 3Northvale FSM 3, Verano FSM 3, Trakwell 2, Cindermark 1, Orbit Field 1
Google AI Overviews0 of 3Verano FSM 3, Cindermark 2, Orbit Field 1, Trakwell 1
Google AI Mode0 of 3Trakwell 2, Cindermark 1, Northvale FSM 1, Orbit Field 1, Verano FSM 1
Question 30. What software shortens the time between job completion and invoice?6 of 15 answers named the client
  • Orbit Field: named instead in 7 of 9 answers without the client
  • Northvale FSM: named instead in 5 of 9 answers without the client
  • Trakwell: named instead in 3 of 9 answers without the client
  • Cindermark: named instead in 2 of 9 answers without the client
  • Asterforge: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT1 of 3Cindermark 2, Northvale FSM 2, Orbit Field 2, Trakwell 1
Claude2 of 3Northvale FSM 1, Orbit Field 1
Perplexity1 of 3Northvale FSM 2, Trakwell 1
Google AI Overviews0 of 3Orbit Field 3, Trakwell 1
Google AI Mode2 of 3Orbit Field 1
Question 31. How much does field service management software cost per technician?4 of 14 answers named the client
  • Northvale FSM: named instead in 6 of 10 answers without the client
  • Cindermark: named instead in 2 of 10 answers without the client
  • Asterforge: checked in 14 answers, not found
  • Orbit Field: checked in 14 answers, not found
  • Trakwell: checked in 14 answers, not found
  • Verano FSM: checked in 14 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT2 of 3Northvale FSM 1
Claude1 of 3Cindermark 1, Northvale FSM 1
Perplexity1 of 3Cindermark 1, Northvale FSM 1
Google AI Overviews0 of 2Northvale FSM 1
Google AI Mode0 of 3Northvale FSM 2
Question 32. What is a typical implementation timeline for field service software?0 of 15 answers named the client
  • Asterforge: named instead in 6 of 15 answers without the client
  • Cindermark: named instead in 5 of 15 answers without the client
  • Trakwell: named instead in 5 of 15 answers without the client
  • Northvale FSM: checked in 15 answers, not found
  • Orbit Field: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT0 of 3Asterforge 1, Cindermark 1
Claude0 of 3Cindermark 1
Perplexity0 of 3Asterforge 2, Trakwell 1
Google AI Overviews0 of 3Asterforge 2, Trakwell 2, Cindermark 1
Google AI Mode0 of 3Cindermark 2, Trakwell 2, Asterforge 1
Question 33. Which field service platforms offer month to month contracts?5 of 15 answers named the client
  • Northvale FSM: named instead in 7 of 10 answers without the client
  • Orbit Field: named instead in 5 of 10 answers without the client
  • Cindermark: named instead in 2 of 10 answers without the client
  • Asterforge: checked in 15 answers, not found
  • Trakwell: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT1 of 3Northvale FSM 2, Orbit Field 2, Cindermark 1
Claude2 of 3Northvale FSM 1
Perplexity1 of 3Cindermark 1, Orbit Field 1
Google AI Overviews0 of 3Northvale FSM 3, Orbit Field 1
Google AI Mode1 of 3Northvale FSM 1, Orbit Field 1
Question 34. How do field service software vendors price offline mobile access?0 of 15 answers named the client
  • Orbit Field: named instead in 6 of 15 answers without the client
  • Asterforge: named instead in 5 of 15 answers without the client
  • Trakwell: named instead in 5 of 15 answers without the client
  • Cindermark: checked in 15 answers, not found
  • Northvale FSM: checked in 15 answers, not found
  • Verano FSM: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT0 of 3Orbit Field 2, Trakwell 1
Claude0 of 3Asterforge 3, Orbit Field 2, Trakwell 2
Perplexity0 of 3Orbit Field 1
Google AI Overviews0 of 3Trakwell 2, Asterforge 1
Google AI Mode0 of 3Asterforge 1, Orbit Field 1
Question 35. What should a field service software contract say about data export?0 of 15 answers named the client
  • Northvale FSM: named instead in 11 of 15 answers without the client
  • Verano FSM: named instead in 9 of 15 answers without the client
  • Asterforge: checked in 15 answers, not found
  • Cindermark: checked in 15 answers, not found
  • Orbit Field: checked in 15 answers, not found
  • Trakwell: checked in 15 answers, not found
EngineClient namedNamed insteadReceipts
ChatGPT0 of 3Northvale FSM 3, Verano FSM 1
Claude0 of 3Northvale FSM 3, Verano FSM 2
Perplexity0 of 3Verano FSM 3, Northvale FSM 2
Google AI Overviews0 of 3Verano FSM 2, Northvale FSM 1
Google AI Mode0 of 3Northvale FSM 2, Verano FSM 1

How often the client was named

RunNamed0 to 100
15 January 2026baseline-kalvenor-001, method 1.024 of 117 answers, 20.5%, 95% interval 14.2 to 28.7
12 May 2026kalvenor-monitor, method 1.130 of 150 answers, 20.0%, 95% interval 14.4 to 27.1
8 July 2026baseline-kalvenor-v11, method 1.1125 of 518 answers, 24.1%, 95% interval 20.6 to 28.0