Tone change alert: Did the way answers describe you change since the last pass? (Sample data, fictional company)
Compares the two latest passes engine by engine and reports whether you are named less, named more, or described differently, with the receipts from both passes.
Sample data, fictional company. Kalvenor Systems is a fictional company. Every sample on these pages was written from its recorded fictional receipts; no model was run, and none of it is a result about a real company.
Kalvenor Systems, a fictional company. All sample analyses.
A comparison of tone labels between the wording of two measurements, not a scored rate.
What it reads
Answers from the two latest passes of your monthly measurement, up to 100.
Every item in a result quotes the receipt it relies on. You review each saved result before anyone relies on it.
Fictional sample. No model was run.
The analysis on the fictional Kalvenor sample
Kalvenor Systems is a fictional company. This result was written from its recorded sample receipts so you can see the structure; it is not a result about your company.
A comparison of tone labels between the wording of two measurements, not a scored rate.
Fictional monitor passes 2026-06 and 2026-08, 10 core questions on each engine
Between 2026-06 and 2026-08, ChatGPT named Kalvenor less, 3 engines named it more and 1 did not change. Every naming answer keeps the same framing.
ChatGPT
- Engine
- ChatGPT
- Earlier pass
- 2026-06
- Later pass
- 2026-08
- Change
- Named less
- Detail
- Named in 1 of 10 answers in 2026-06 and 0 of 10 answers in 2026-08.
Inspect 2 quotes
ChatGPT, question 1, 2026-06, 2026-06-12
Fictional sample receipt observation-1108e626-694e-4ff9-8494-179f49d031ae. The engine's words:
Kalvenor Systems is named in this answer as an option for teams that need offline mobile work.
ChatGPT, question 1, 2026-08, 2026-08-12
Fictional sample receipt observation-a05d6116-3c4f-4c57-8f4e-dfa370f6a5b6. The engine's words:
Kalvenor Systems is not named in this answer.
Claude
- Engine
- Claude
- Earlier pass
- 2026-06
- Later pass
- 2026-08
- Change
- Named more
- Detail
- Named in 1 of 10 answers in 2026-06 and 3 of 10 answers in 2026-08.
Inspect 2 quotes
Claude, question 6, 2026-06, 2026-06-12
Fictional sample receipt observation-43229be1-d9f7-4cd3-8654-2977e7245425. The engine's words:
Kalvenor Systems is named in this answer as an option for teams that need offline mobile work.
Claude, question 1, 2026-08, 2026-08-12
Fictional sample receipt observation-9fa3e27e-d450-49ee-8ecf-43dd0760161d. The engine's words:
Kalvenor Systems is named in this answer as an option for teams that need offline mobile work.
Perplexity
- Engine
- Perplexity
- Earlier pass
- 2026-06
- Later pass
- 2026-08
- Change
- No change
- Detail
- Named in 1 of 10 answers in 2026-06 and 1 of 10 answers in 2026-08. The framing is unchanged: an option for offline mobile work.
Inspect 2 quotes
Perplexity, question 10, 2026-06, 2026-06-12
Fictional sample receipt observation-37f05ede-a77d-409d-86ff-f44d20b08de1. The engine's words:
Kalvenor Systems is named in this answer as an option for teams that need offline mobile work.
Perplexity, question 7, 2026-08, 2026-08-12
Fictional sample receipt observation-8a091d64-b342-4d5e-808f-99997546aa52. The engine's words:
Kalvenor Systems is named in this answer as an option for teams that need offline mobile work.
Google AI Overviews
- Engine
- Google AI Overviews
- Earlier pass
- 2026-06
- Later pass
- 2026-08
- Change
- Named more
- Detail
- Named in 0 of 10 answers in 2026-06 and 2 of 10 answers in 2026-08.
Inspect 2 quotes
Google AI Overviews, question 1, 2026-06, 2026-06-12
Fictional sample receipt observation-c1f65c95-fcc1-4c38-87e3-e0a80b93c53b. The engine's words:
Kalvenor Systems is not named in this answer.
Google AI Overviews, question 3, 2026-08, 2026-08-12
Fictional sample receipt observation-7e9d6d1f-6386-4647-8c9c-74f67709a9d4. The engine's words:
Kalvenor Systems is named in this answer as an option for teams that need offline mobile work.
Google AI Mode
- Engine
- Google AI Mode
- Earlier pass
- 2026-06
- Later pass
- 2026-08
- Change
- Named more
- Detail
- Named in 0 of 10 answers in 2026-06 and 1 of 10 answers in 2026-08.
Inspect 2 quotes
Google AI Mode, question 1, 2026-06, 2026-06-12
Fictional sample receipt observation-b07d5e5b-94a1-467f-8174-109c27ba2fa2. The engine's words:
Kalvenor Systems is not named in this answer.
Google AI Mode, question 3, 2026-08, 2026-08-12
Fictional sample receipt observation-78fe2964-f356-446f-810c-9b7cbb671f74. The engine's words:
Kalvenor Systems is named in this answer as an option for teams that need offline mobile work.
Left for your review
- Counts of 10 per engine are too small to read as movement outside sampling noise.
Read all 10 fictional receipts this sample read
ChatGPT, question 1, 2026-06, 2026-06-12
The question asked: What is field service management software?
Receipt observation-1108e626-694e-4ff9-8494-179f49d031ae. Names the company. The engine's words:
Buyers asking "What is field service management software?" are most often pointed to Northvale FSM, Orbit Field. Kalvenor Systems is named in this answer as an option for teams that need offline mobile work. The answer advises checking offline behaviour, contract length and data export before signing.
Cited: https://servicetechforum.example/core/1, https://trakwell.example/core/1, https://cindermark.example/core/1
ChatGPT, question 1, 2026-08, 2026-08-12
The question asked: What is field service management software?
Receipt observation-a05d6116-3c4f-4c57-8f4e-dfa370f6a5b6. Does not name the company. The engine's words:
Buyers asking "What is field service management software?" are most often pointed to Northvale FSM. Kalvenor Systems is not named in this answer. The answer advises checking offline behaviour, contract length and data export before signing.
Cited: https://trakwell.example/core/1, https://fieldservicereview.example/core/1, https://softwarecompare.example/core/1
Claude, question 6, 2026-06, 2026-06-12
The question asked: Which field service platforms handle recurring maintenance contracts?
Receipt observation-43229be1-d9f7-4cd3-8654-2977e7245425. Names the company. The engine's words:
Buyers asking "Which field service platforms handle recurring maintenance contracts?" are most often pointed to Northvale FSM. Kalvenor Systems is named in this answer as an option for teams that need offline mobile work. The answer advises checking offline behaviour, contract length and data export before signing.
Cited: https://cindermark.example/core/6, https://fieldservicereview.example/core/6, https://servicebuyersguide.example/core/6
Claude, question 1, 2026-08, 2026-08-12
The question asked: What is field service management software?
Receipt observation-9fa3e27e-d450-49ee-8ecf-43dd0760161d. Names the company. The engine's words:
Buyers asking "What is field service management software?" are most often pointed to Northvale FSM, Orbit Field. Kalvenor Systems is named in this answer as an option for teams that need offline mobile work. The answer advises checking offline behaviour, contract length and data export before signing.
Cited: https://servicetechforum.example/core/1, https://kalvenor.example/platform/mobile-offline
Perplexity, question 10, 2026-06, 2026-06-12
The question asked: Which platforms combine scheduling, invoicing and inventory for service teams?
Receipt observation-37f05ede-a77d-409d-86ff-f44d20b08de1. Names the company. The engine's words:
Buyers asking "Which platforms combine scheduling, invoicing and inventory for service teams?" are most often pointed to Trakwell, Orbit Field. Kalvenor Systems is named in this answer as an option for teams that need offline mobile work. The answer advises checking offline behaviour, contract length and data export before signing.
Cited: https://fieldservicereview.example/core/10, https://servicetechforum.example/core/10, https://northvalefsm.example/core/10
Perplexity, question 7, 2026-08, 2026-08-12
The question asked: What software tracks technician time and the parts used on a job?
Receipt observation-8a091d64-b342-4d5e-808f-99997546aa52. Names the company. The engine's words:
Buyers asking "What software tracks technician time and the parts used on a job?" are most often pointed to Northvale FSM. Kalvenor Systems is named in this answer as an option for teams that need offline mobile work. The answer advises checking offline behaviour, contract length and data export before signing.
Cited: https://operationsweekly.example/core/7, https://veranofsm.example/core/7, https://softwarecompare.example/core/7, https://kalvenor.example/resources/first-time-fix
Google AI Overviews, question 1, 2026-06, 2026-06-12
The question asked: What is field service management software?
Receipt observation-c1f65c95-fcc1-4c38-87e3-e0a80b93c53b. Does not name the company. The engine's words:
Buyers asking "What is field service management software?" are most often pointed to Trakwell. Kalvenor Systems is not named in this answer. The answer advises checking offline behaviour, contract length and data export before signing.
Cited: https://cindermark.example/core/1, https://servicebuyersguide.example/core/1, https://fieldservicereview.example/core/1
Google AI Overviews, question 3, 2026-08, 2026-08-12
The question asked: What are the strongest field service management platforms for a mid sized service business?
Receipt observation-7e9d6d1f-6386-4647-8c9c-74f67709a9d4. Names the company. The engine's words:
Buyers asking "What are the strongest field service management platforms for a mid sized service business?" are most often pointed to Northvale FSM, Trakwell. Kalvenor Systems is named in this answer as an option for teams that need offline mobile work. The answer advises checking offline behaviour, contract length and data export before signing.
Cited: https://servicebuyersguide.example/core/3
Google AI Mode, question 1, 2026-06, 2026-06-12
The question asked: What is field service management software?
Receipt observation-b07d5e5b-94a1-467f-8174-109c27ba2fa2. Does not name the company. The engine's words:
Buyers asking "What is field service management software?" are most often pointed to Northvale FSM, Trakwell. Kalvenor Systems is not named in this answer. The answer advises checking offline behaviour, contract length and data export before signing.
Cited: https://hvacoperations.example/core/1, https://northvalefsm.example/core/1
Google AI Mode, question 3, 2026-08, 2026-08-12
The question asked: What are the strongest field service management platforms for a mid sized service business?
Receipt observation-78fe2964-f356-446f-810c-9b7cbb671f74. Names the company. The engine's words:
Buyers asking "What are the strongest field service management platforms for a mid sized service business?" are most often pointed to Northvale FSM, Trakwell. Kalvenor Systems is named in this answer as an option for teams that need offline mobile work. The answer advises checking offline behaviour, contract length and data export before signing.
Cited: https://softwarecompare.example/core/3, https://operationsweekly.example/core/3, https://servicetechforum.example/core/3, https://kalvenor.example/resources/first-time-fix
In a client account
Available now in a client account. There this analysis reads the answers ChatGPT, Claude, Perplexity, Google AI Overviews and Google AI Mode gave in the client's latest delivered measurement, and every result is saved for the client's review with the date it ran and what it read. This page reads no account.
Returns, item by item: Engine; Earlier pass; Later pass; Change; Detail. What each analysis reads and returns, in our documentation.
All sample analyses. Back to the sample account.