SAMPLE DATA, fictional company. This public example illustrates the report; it is not a client delivery.

Broadcastwell

Record Check: Kalvenor Systems (SAMPLE DATA, fictional company)

Sample: Kalvenor Systems, a fictional field service vendor. Every statement and every cause is illustrative. This dated example does not describe a current offer.

Record Check

Kalvenor Systems

Captured 1 October 2026

Fact sheet confirmed 28 August 2026

Delivery lead: Priya Nair, Management Consultant

The Record in numbers
EngineStatementsTrueWrongStaleUnverifiable
ChatGPT1010000
Claude1110001
Perplexity107210
Google AI Overviews109010
Google AI Mode1010000
Answers with at least one wrong or stale statement4 of 25 (95 percent interval 6.4 to 34.7 percent)
The Wrong List
StatementClassEngineQuestionCausing page and typeCorrection
Kalvenor Systems costs $49 per technician per month.stalePerplexityQ2https://fieldservice-directory.example/vendors/kalvenor (directory)C1
Kalvenor Systems does not offer a customer portal.wrongPerplexityQ3https://software-reviews.example/kalvenor-review-2025 (review site)C2
Kalvenor Systems was acquired by Fieldmark in 2025.wrongPerplexityQ4https://trade-news.example/2025/fieldmark-acquires-kalvenor-labs (press)C3
Kalvenor Systems costs $49 per technician per month.staleGoogle AI OverviewsQ2https://fieldservice-directory.example/vendors/kalvenor (directory)C1
The Access Check
Agentrobots.txtHome page statusPricing page status
OAI-SearchBotallowed200200
GPTBotdisallowed200200
ChatGPT-Userallowed200200
Claude-SearchBotallowed200200
ClaudeBotallowed200200
Claude-Userallowed200200
PerplexityBotallowedblocked at the edge (403)blocked at the edge (403)
Perplexity-Userallowedblocked at the edge (403)blocked at the edge (403)
Googlebotallowed200200
Google-Agentallowed200200
Google-Extendedallowedrobots.txt onlyrobots.txt only

llms.txt absent. Vendor Facts file absent. robots.txt found. Fetched 2026-08-28 15:01 UTC.

Requests come from Broadcastwell's servers with the documented user agents. A firewall that verifies the engines' published addresses may answer the engines' own requests differently.

Time to AI
Launch and dateChatGPTClaudePerplexityGoogle AI OverviewsGoogle AI Mode
Route Planner, 10 June 202683 days83 days83 days83 days83 days
Parts Inventory, 15 July 202648 days48 days48 days78 days48 days
Customer Portal, 5 August 202657 days57 daysnot yet57 days57 days
The Correction List
ItemPage or targetExact text or actionOwnerState
C1https://fieldservice-directory.example/vendors/kalvenorReplace the pricing line with: Core $59 and Pro $89 per technician per month, as of 1 May 2026, per kalvenor.example/pricing.Broadcastwell in the Sprintshipped on 2026-09-08
C2https://software-reviews.example/kalvenor-review-2025Ask the reviewer to add: Kalvenor Systems released Customer Portal on 5 August 2026 (kalvenor.example/changelog/customer-portal). Drafted for you to send from your own address.youshipped on 2026-09-09
C3https://kalvenor.example/aboutPublish the dated Current Facts block with the line: Ownership: independent, privately held since founding in 2017. Kalvenor Systems has never been acquired.Broadcastwell in the Sprintshipped on 2026-09-08
C4https://trade-news.example/2025/fieldmark-acquires-kalvenor-labsAsk the editor to add a clarification that the article concerns Kalvenor Labs, a different company, not Kalvenor Systems. Drafted for you to send from your own address.youshipped on 2026-09-10
C5https://kalvenor.example/vendor-facts.jsonPublish the Vendor Facts file with the two current plans and updated 2026-09-04.Broadcastwell in the Sprintshipped on 2026-09-08
Before and after
StatementEngineClass thenClass nowTime to correction
Kalvenor Systems costs $49 per technician per month.ChatGPTstaletrue23 days
Kalvenor Systems does not offer a customer portal.ChatGPTwrongtrue22 days
Kalvenor Systems was acquired by Fieldmark in 2025.ChatGPTwrongtrue23 days
Kalvenor Systems costs $49 per technician per month.Claudestaletrue23 days
Kalvenor Systems does not offer a customer portal.Claudewrongtrue22 days
Kalvenor Systems was acquired by Fieldmark in 2025.Claudewrongtrue23 days
Kalvenor Systems costs $49 per technician per month.Perplexitystalestalenot yet
Kalvenor Systems does not offer a customer portal.Perplexitywrongwrongnot yet
Kalvenor Systems was acquired by Fieldmark in 2025.Perplexitywrongwrongnot yet
Kalvenor Systems costs $49 per technician per month.Google AI Overviewsstalestalenot yet
Kalvenor Systems does not offer a customer portal.Google AI Overviewswrongtrue22 days
Kalvenor Systems costs $49 per technician per month.Google AI Modestaletrue23 days
Kalvenor Systems does not offer a customer portal.Google AI Modewrongtrue22 days
Kalvenor Systems was acquired by Fieldmark in 2025.Google AI Modewrongtrue23 days

Answers with at least one wrong or stale statement: before 15 of 25 (95 percent interval 40.7 to 76.6 percent); after 4 of 25 (95 percent interval 6.4 to 34.7 percent). Observations with intervals, not a lift verdict.

Fictional receipts and every statement appear in the appendix.

Appendix: every statement

EngineQuestionStatementClassProof
ChatGPTQ1Kalvenor Systems makes scheduling and dispatch software for field service teams.truehttps://kalvenor.example/about
ChatGPTQ1Kalvenor Systems is based in Columbus, Ohio.truehttps://kalvenor.example/contact
ChatGPTQ2Kalvenor Systems costs $59 per technician per month on the Core plan.truehttps://kalvenor.example/pricing
ChatGPTQ2Kalvenor Systems offers a Pro plan at $89 per technician per month.truehttps://kalvenor.example/pricing
ChatGPTQ3Kalvenor Systems offers Route Planner.truehttps://kalvenor.example/changelog/route-planner
ChatGPTQ3Kalvenor Systems added Parts Inventory in July 2026.truehttps://kalvenor.example/changelog/parts-inventory
ChatGPTQ3Kalvenor Systems released a Customer Portal in August 2026.truehttps://kalvenor.example/changelog/customer-portal
ChatGPTQ4Kalvenor Systems hosts customer data in the United States.truehttps://kalvenor.example/security
ChatGPTQ4Kalvenor Systems is independently owned.truehttps://kalvenor.example/about
ChatGPTQ5Kalvenor Systems prices per technician per month.truehttps://kalvenor.example/pricing
ClaudeQ1Kalvenor Systems makes scheduling and dispatch software for field service teams.truehttps://kalvenor.example/about
ClaudeQ1Kalvenor Systems is based in Columbus, Ohio.truehttps://kalvenor.example/contact
ClaudeQ1Kalvenor Systems has more than 400 customers.unverifiableneither the fact sheet nor the public pages settle it
ClaudeQ2Kalvenor Systems costs $59 per technician per month on the Core plan.truehttps://kalvenor.example/pricing
ClaudeQ2Kalvenor Systems offers a Pro plan at $89 per technician per month.truehttps://kalvenor.example/pricing
ClaudeQ3Kalvenor Systems offers Route Planner.truehttps://kalvenor.example/changelog/route-planner
ClaudeQ3Kalvenor Systems added Parts Inventory in July 2026.truehttps://kalvenor.example/changelog/parts-inventory
ClaudeQ3Kalvenor Systems released a Customer Portal in August 2026.truehttps://kalvenor.example/changelog/customer-portal
ClaudeQ4Kalvenor Systems hosts customer data in the United States.truehttps://kalvenor.example/security
ClaudeQ4Kalvenor Systems is independently owned.truehttps://kalvenor.example/about
ClaudeQ5Kalvenor Systems prices per technician per month.truehttps://kalvenor.example/pricing
PerplexityQ1Kalvenor Systems makes scheduling and dispatch software for field service teams.truehttps://kalvenor.example/about
PerplexityQ1Kalvenor Systems is based in Columbus, Ohio.truehttps://kalvenor.example/contact
PerplexityQ2Kalvenor Systems costs $49 per technician per month.stalehttps://kalvenor.example/pricing
PerplexityQ2Kalvenor Systems offers a Pro plan at $89 per technician per month.truehttps://kalvenor.example/pricing
PerplexityQ3Kalvenor Systems offers Route Planner.truehttps://kalvenor.example/changelog/route-planner
PerplexityQ3Kalvenor Systems added Parts Inventory in July 2026.truehttps://kalvenor.example/changelog/parts-inventory
PerplexityQ3Kalvenor Systems does not offer a customer portal.wronghttps://kalvenor.example/changelog/customer-portal
PerplexityQ4Kalvenor Systems hosts customer data in the United States.truehttps://kalvenor.example/security
PerplexityQ4Kalvenor Systems was acquired by Fieldmark in 2025.wronghttps://kalvenor.example/about
PerplexityQ5Kalvenor Systems prices per technician per month.truehttps://kalvenor.example/pricing
Google AI OverviewsQ1Kalvenor Systems makes scheduling and dispatch software for field service teams.truehttps://kalvenor.example/about
Google AI OverviewsQ1Kalvenor Systems is based in Columbus, Ohio.truehttps://kalvenor.example/contact
Google AI OverviewsQ2Kalvenor Systems costs $49 per technician per month.stalehttps://kalvenor.example/pricing
Google AI OverviewsQ2Kalvenor Systems offers a Pro plan at $89 per technician per month.truehttps://kalvenor.example/pricing
Google AI OverviewsQ3Kalvenor Systems offers Route Planner.truehttps://kalvenor.example/changelog/route-planner
Google AI OverviewsQ3Kalvenor Systems added Parts Inventory in July 2026.truehttps://kalvenor.example/changelog/parts-inventory
Google AI OverviewsQ3Kalvenor Systems released a Customer Portal in August 2026.truehttps://kalvenor.example/changelog/customer-portal
Google AI OverviewsQ4Kalvenor Systems hosts customer data in the United States.truehttps://kalvenor.example/security
Google AI OverviewsQ4Kalvenor Systems is independently owned.truehttps://kalvenor.example/about
Google AI OverviewsQ5Kalvenor Systems prices per technician per month.truehttps://kalvenor.example/pricing
Google AI ModeQ1Kalvenor Systems makes scheduling and dispatch software for field service teams.truehttps://kalvenor.example/about
Google AI ModeQ1Kalvenor Systems is based in Columbus, Ohio.truehttps://kalvenor.example/contact
Google AI ModeQ2Kalvenor Systems costs $59 per technician per month on the Core plan.truehttps://kalvenor.example/pricing
Google AI ModeQ2Kalvenor Systems offers a Pro plan at $89 per technician per month.truehttps://kalvenor.example/pricing
Google AI ModeQ3Kalvenor Systems offers Route Planner.truehttps://kalvenor.example/changelog/route-planner
Google AI ModeQ3Kalvenor Systems added Parts Inventory in July 2026.truehttps://kalvenor.example/changelog/parts-inventory
Google AI ModeQ3Kalvenor Systems released a Customer Portal in August 2026.truehttps://kalvenor.example/changelog/customer-portal
Google AI ModeQ4Kalvenor Systems hosts customer data in the United States.truehttps://kalvenor.example/security
Google AI ModeQ4Kalvenor Systems is independently owned.truehttps://kalvenor.example/about
Google AI ModeQ5Kalvenor Systems prices per technician per month.truehttps://kalvenor.example/pricing

The receipts

Receipt 1: ChatGPT, Q1

ChatGPT. Captured 2026-10-01 14:00 UTC.

Question as asked
Tell me about Kalvenor Systems: what it does, who it is for, and where it is based.
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems makes scheduling and dispatch software for field service teams. Kalvenor Systems is based in Columbus, Ohio. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 2: ChatGPT, Q2

ChatGPT. Captured 2026-10-01 14:04 UTC.

Question as asked
What does Kalvenor Systems cost? Describe its pricing and plans.
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems costs $59 per technician per month on the Core plan. Kalvenor Systems offers a Pro plan at $89 per technician per month. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 3: ChatGPT, Q3

ChatGPT. Captured 2026-10-01 14:08 UTC.

Question as asked
Does Kalvenor Systems offer Route Planner, Parts Inventory and Customer Portal? What has it released recently?
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems offers Route Planner. Kalvenor Systems added Parts Inventory in July 2026. Kalvenor Systems released a Customer Portal in August 2026. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 4: ChatGPT, Q4

ChatGPT. Captured 2026-10-01 14:12 UTC.

Question as asked
Is Kalvenor Systems secure and compliant, and who owns it? Include certifications, data hosting and ownership.
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems hosts customer data in the United States. Kalvenor Systems is independently owned. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 5: ChatGPT, Q5

ChatGPT. Captured 2026-10-01 14:16 UTC.

Question as asked
Kalvenor Systems vs Fieldmark: compare them on features, pricing and support.
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems prices per technician per month. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 6: Claude, Q1

Claude. Captured 2026-10-01 14:20 UTC.

Question as asked
Tell me about Kalvenor Systems: what it does, who it is for, and where it is based.
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems makes scheduling and dispatch software for field service teams. Kalvenor Systems is based in Columbus, Ohio. Kalvenor Systems has more than 400 customers. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 7: Claude, Q2

Claude. Captured 2026-10-01 14:24 UTC.

Question as asked
What does Kalvenor Systems cost? Describe its pricing and plans.
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems costs $59 per technician per month on the Core plan. Kalvenor Systems offers a Pro plan at $89 per technician per month. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 8: Claude, Q3

Claude. Captured 2026-10-01 14:28 UTC.

Question as asked
Does Kalvenor Systems offer Route Planner, Parts Inventory and Customer Portal? What has it released recently?
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems offers Route Planner. Kalvenor Systems added Parts Inventory in July 2026. Kalvenor Systems released a Customer Portal in August 2026. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 9: Claude, Q4

Claude. Captured 2026-10-01 14:32 UTC.

Question as asked
Is Kalvenor Systems secure and compliant, and who owns it? Include certifications, data hosting and ownership.
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems hosts customer data in the United States. Kalvenor Systems is independently owned. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 10: Claude, Q5

Claude. Captured 2026-10-01 14:36 UTC.

Question as asked
Kalvenor Systems vs Fieldmark: compare them on features, pricing and support.
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems prices per technician per month. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 11: Perplexity, Q1

Perplexity. Captured 2026-10-01 14:40 UTC. Share link: https://share.example/perplexity/kalvenor-day-30-q1

Question as asked
Tell me about Kalvenor Systems: what it does, who it is for, and where it is based.
Excerpt carrying the statements (Perplexity: at most 60 words, with the share link)
Kalvenor Systems makes scheduling and dispatch software for field service teams. Kalvenor Systems is based in Columbus, Ohio.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 12: Perplexity, Q2

Perplexity. Captured 2026-10-01 14:44 UTC. Share link: https://share.example/perplexity/kalvenor-day-30-q2

Question as asked
What does Kalvenor Systems cost? Describe its pricing and plans.
Excerpt carrying the statements (Perplexity: at most 60 words, with the share link)
Kalvenor Systems costs $49 per technician per month. Kalvenor Systems offers a Pro plan at $89 per technician per month.
Citations
  1. https://kalvenor.example/
  2. https://fieldservice-directory.example/vendors/kalvenor

This receipt is fictional; no screenshot is claimed.

Receipt 13: Perplexity, Q3

Perplexity. Captured 2026-10-01 14:48 UTC. Share link: https://share.example/perplexity/kalvenor-day-30-q3

Question as asked
Does Kalvenor Systems offer Route Planner, Parts Inventory and Customer Portal? What has it released recently?
Excerpt carrying the statements (Perplexity: at most 60 words, with the share link)
Kalvenor Systems offers Route Planner. Kalvenor Systems added Parts Inventory in July 2026. Kalvenor Systems does not offer a customer portal.
Citations
  1. https://kalvenor.example/
  2. https://software-reviews.example/kalvenor-review-2025

This receipt is fictional; no screenshot is claimed.

Receipt 14: Perplexity, Q4

Perplexity. Captured 2026-10-01 14:52 UTC. Share link: https://share.example/perplexity/kalvenor-day-30-q4

Question as asked
Is Kalvenor Systems secure and compliant, and who owns it? Include certifications, data hosting and ownership.
Excerpt carrying the statements (Perplexity: at most 60 words, with the share link)
Kalvenor Systems hosts customer data in the United States. Kalvenor Systems was acquired by Fieldmark in 2025.
Citations
  1. https://kalvenor.example/
  2. https://trade-news.example/2025/fieldmark-acquires-kalvenor-labs

This receipt is fictional; no screenshot is claimed.

Receipt 15: Perplexity, Q5

Perplexity. Captured 2026-10-01 14:56 UTC. Share link: https://share.example/perplexity/kalvenor-day-30-q5

Question as asked
Kalvenor Systems vs Fieldmark: compare them on features, pricing and support.
Excerpt carrying the statements (Perplexity: at most 60 words, with the share link)
Kalvenor Systems prices per technician per month.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 16: Google AI Overviews, Q1

Google AI Overviews. Captured 2026-10-01 15:00 UTC.

Question as asked
Tell me about Kalvenor Systems: what it does, who it is for, and where it is based.
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems makes scheduling and dispatch software for field service teams. Kalvenor Systems is based in Columbus, Ohio. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 17: Google AI Overviews, Q2

Google AI Overviews. Captured 2026-10-01 15:04 UTC.

Question as asked
What does Kalvenor Systems cost? Describe its pricing and plans.
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems costs $49 per technician per month. Kalvenor Systems offers a Pro plan at $89 per technician per month. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/
  2. https://fieldservice-directory.example/vendors/kalvenor

This receipt is fictional; no screenshot is claimed.

Receipt 18: Google AI Overviews, Q3

Google AI Overviews. Captured 2026-10-01 15:08 UTC.

Question as asked
Does Kalvenor Systems offer Route Planner, Parts Inventory and Customer Portal? What has it released recently?
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems offers Route Planner. Kalvenor Systems added Parts Inventory in July 2026. Kalvenor Systems released a Customer Portal in August 2026. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 19: Google AI Overviews, Q4

Google AI Overviews. Captured 2026-10-01 15:12 UTC.

Question as asked
Is Kalvenor Systems secure and compliant, and who owns it? Include certifications, data hosting and ownership.
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems hosts customer data in the United States. Kalvenor Systems is independently owned. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 20: Google AI Overviews, Q5

Google AI Overviews. Captured 2026-10-01 15:16 UTC.

Question as asked
Kalvenor Systems vs Fieldmark: compare them on features, pricing and support.
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems prices per technician per month. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 21: Google AI Mode, Q1

Google AI Mode. Captured 2026-10-01 15:20 UTC.

Question as asked
Tell me about Kalvenor Systems: what it does, who it is for, and where it is based.
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems makes scheduling and dispatch software for field service teams. Kalvenor Systems is based in Columbus, Ohio. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 22: Google AI Mode, Q2

Google AI Mode. Captured 2026-10-01 15:24 UTC.

Question as asked
What does Kalvenor Systems cost? Describe its pricing and plans.
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems costs $59 per technician per month on the Core plan. Kalvenor Systems offers a Pro plan at $89 per technician per month. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 23: Google AI Mode, Q3

Google AI Mode. Captured 2026-10-01 15:28 UTC.

Question as asked
Does Kalvenor Systems offer Route Planner, Parts Inventory and Customer Portal? What has it released recently?
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems offers Route Planner. Kalvenor Systems added Parts Inventory in July 2026. Kalvenor Systems released a Customer Portal in August 2026. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 24: Google AI Mode, Q4

Google AI Mode. Captured 2026-10-01 15:32 UTC.

Question as asked
Is Kalvenor Systems secure and compliant, and who owns it? Include certifications, data hosting and ownership.
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems hosts customer data in the United States. Kalvenor Systems is independently owned. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

Receipt 25: Google AI Mode, Q5

Google AI Mode. Captured 2026-10-01 15:36 UTC.

Question as asked
Kalvenor Systems vs Fieldmark: compare them on features, pricing and support.
Answer, word for word
Sample answer, illustrative only. Kalvenor Systems prices per technician per month. The answer continues with general advice for field service buyers.
Citations
  1. https://kalvenor.example/

This receipt is fictional; no screenshot is claimed.

What the Record does not prove

The Record records what five AI engines stated about a company in answer to five questions on stated dates, captured by people and verified against the company's own published facts. It does not prove what any buyer was told, that a correction will be learned, or when. "Wrong" means the statement contradicted the published fact on that date; "stale" means it was true before a documented change; a causing page is the page that carried the statement, not proof that the engine read it. Time to AI and time to correction are observations on capture dates. Before and after figures are observations with intervals, not a lift verdict; the controlled-lift verdict belongs to the shortlist measurement under our proof method. The Record promises no correction, no position, no leads and no revenue.

The answer base

The sample contains 25 fictional answers: five questions on ChatGPT, Claude, Perplexity, Google AI Overviews and Google AI Mode. Dates and answers belong to the illustration, not a live measurement.

How statements are classed

A statement is one factual claim an answer makes about the company. Every statement in the 25 answers is listed and classed by our reviewer against the company's fact sheet and its own public pages: true when it matches; wrong when it contradicts the published fact on the capture date; stale when it was true before a dated change the company documented; unverifiable when neither the fact sheet nor the public pages settle it within five minutes. Unverifiable counts as neither right nor wrong. Each wrong or stale statement is traced to its causing page: the citation the engine attached if it carries the statement, else the page found by searching the statement's distinctive words, else "cause not found". Causing pages are typed: own page, directory, review site, press, forum, other. Time to AI is the number of days from a launch date to the first capture in which an engine states the launch correctly, or "not yet". Time to correction is the number of days from a fix shipping to the first capture in which an engine states the fact correctly. Counts are reported with their bases; answers with at least one wrong or stale statement are reported as n of 25 with a 95 percent interval.

Observed answers on stated dates, not a ranking.