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AI answer monitoring · bold-reports

2026-11-12 15:19 · success · score –· by sarathkumarvenkatesan · reviewed by sarathkumarvenkatesan on 2026-11-12· backend claude-code 2.1.322 (claude-opus-5-5)

Checklist: demand-gen/search/ai-answer-monitoring.md

Summary

Headline

No engines were queried in this run, so there is no Bold Reports AI-visibility data for 2026-10. The openrouter MCP server was not connected (no MCP servers were connected at all). Google AI Overviews and Microsoft Copilot need a manual check, which an unattended run can't do. All 42 prompt × engine rows are marked not checked. There is no earlier published Bold Reports run either, so the rerun becomes the first baseline (GTM plan, "First 30 days" step 4).

Score

None. This checklist has no score, so overall_score is null.

Top 3 actions

  1. Connect the openrouter MCP server and rerun this skill this week for ChatGPT, Gemini, Perplexity and Claude. The checklist says to rerun within the week when an engine is unavailable.
  2. Check Google AI Overviews and Microsoft Copilot by hand with the seven prompts in raw/prompt-set.json. Use a clean, signed-out session and record the country.
  3. Log the rerun as the Bold Reports baseline. Look closely at P5 (licensing) and P7 (security and compliance). Any wrong claim there goes to the product marketing lead and the COE Team the same day. Also look at P4 and P6 (SSRS alternatives and migration), the lead use cases in the GTM plan.

Findings

AI answer monitoring: bold-reports, 2026-10

Run by: Claude | Location: n/a (no engine queried) | Date: 2026-11-12

Prompts used (fixed set; category "embedded reporting tool; SSRS alternative"):

ID Engine Mentioned Position Cited Cited URL Competitors mentioned Accuracy Note
P1 ChatGPT n/a - n/a - - n/a openrouter not connected
P1 Gemini n/a - n/a - - n/a openrouter not connected
P1 AI Overviews n/a - n/a - - n/a no API; manual check needed
P1 Copilot n/a - n/a - - n/a no API; manual check needed
P1 Perplexity n/a - n/a - - n/a openrouter not connected
P1 Claude n/a - n/a - - n/a openrouter not connected; agent session not clean
P2 ChatGPT n/a - n/a - - n/a openrouter not connected
P2 Gemini n/a - n/a - - n/a openrouter not connected
P2 AI Overviews n/a - n/a - - n/a no API; manual check needed
P2 Copilot n/a - n/a - - n/a no API; manual check needed
P2 Perplexity n/a - n/a - - n/a openrouter not connected
P2 Claude n/a - n/a - - n/a openrouter not connected; agent session not clean
P3 ChatGPT n/a - n/a - - n/a openrouter not connected
P3 Gemini n/a - n/a - - n/a openrouter not connected
P3 AI Overviews n/a - n/a - - n/a no API; manual check needed
P3 Copilot n/a - n/a - - n/a no API; manual check needed
P3 Perplexity n/a - n/a - - n/a openrouter not connected
P3 Claude n/a - n/a - - n/a openrouter not connected; agent session not clean
P4 ChatGPT n/a - n/a - - n/a openrouter not connected
P4 Gemini n/a - n/a - - n/a openrouter not connected
P4 AI Overviews n/a - n/a - - n/a no API; manual check needed
P4 Copilot n/a - n/a - - n/a no API; manual check needed
P4 Perplexity n/a - n/a - - n/a openrouter not connected
P4 Claude n/a - n/a - - n/a openrouter not connected; agent session not clean
P5 ChatGPT n/a - n/a - - n/a openrouter not connected
P5 Gemini n/a - n/a - - n/a openrouter not connected
P5 AI Overviews n/a - n/a - - n/a no API; manual check needed
P5 Copilot n/a - n/a - - n/a no API; manual check needed
P5 Perplexity n/a - n/a - - n/a openrouter not connected
P5 Claude n/a - n/a - - n/a openrouter not connected; agent session not clean
P6 ChatGPT n/a - n/a - - n/a openrouter not connected
P6 Gemini n/a - n/a - - n/a openrouter not connected
P6 AI Overviews n/a - n/a - - n/a no API; manual check needed
P6 Copilot n/a - n/a - - n/a no API; manual check needed
P6 Perplexity n/a - n/a - - n/a openrouter not connected
P6 Claude n/a - n/a - - n/a openrouter not connected; agent session not clean
P7 ChatGPT n/a - n/a - - n/a openrouter not connected
P7 Gemini n/a - n/a - - n/a openrouter not connected
P7 AI Overviews n/a - n/a - - n/a no API; manual check needed
P7 Copilot n/a - n/a - - n/a no API; manual check needed
P7 Perplexity n/a - n/a - - n/a openrouter not connected
P7 Claude n/a - n/a - - n/a openrouter not connected; agent session not clean

Summary

Gaps and fixes

No gaps could be found because no answers were collected.

Prompt ID Engine Gap Page to fix Fix
P1–P7 All Not measured - Rerun this week (see Top 3 actions)

Not checked

Proposed changes (need approval)

None. This run made no changes and proposes no changes to live systems.

Data sources

Findings

IDItemStatusSeverityEffortRecommendationChecklist
P5-chatgptP5 Brand facts on ChatGPT: "What is Bold Reports, how is it licensed and who uses it?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedhighSRerun this week with openrouter connected; check licensing statements against the pricing page.demand-gen/search/ai-answer-monitoring.md#checklist
P5-geminiP5 Brand facts on Gemini: "What is Bold Reports, how is it licensed and who uses it?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedhighSRerun this week with openrouter connected; check licensing statements against the pricing page.demand-gen/search/ai-answer-monitoring.md#checklist
P5-ai-overviewsP5 Brand facts on Google AI Overviews: "What is Bold Reports, how is it licensed and who uses it?"
No API for Google AI Overviews; an unattended run can't check it by hand.
not-checkedhighSCheck by hand in a clean, signed-out session and record the country.demand-gen/search/ai-answer-monitoring.md#checklist
P5-copilotP5 Brand facts on Microsoft Copilot: "What is Bold Reports, how is it licensed and who uses it?"
No API for Microsoft Copilot; an unattended run can't check it by hand.
not-checkedhighSCheck by hand in a clean, signed-out session and record the country.demand-gen/search/ai-answer-monitoring.md#checklist
P5-perplexityP5 Brand facts on Perplexity: "What is Bold Reports, how is it licensed and who uses it?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedhighSRerun this week with openrouter connected; check licensing statements against the pricing page.demand-gen/search/ai-answer-monitoring.md#checklist
P5-claudeP5 Brand facts on Claude: "What is Bold Reports, how is it licensed and who uses it?"
openrouter MCP server not connected; this agent session is not a clean session, so it was not used to answer.
not-checkedhighSRerun this week with openrouter connected; check licensing statements against the pricing page.demand-gen/search/ai-answer-monitoring.md#checklist
P7-chatgptP7 Trust on ChatGPT: "Is Bold Reports secure and compliant for enterprise use?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedhighSRerun this week with openrouter connected; escalate any wrong security or compliance claim the same day.demand-gen/search/ai-answer-monitoring.md#checklist
P7-geminiP7 Trust on Gemini: "Is Bold Reports secure and compliant for enterprise use?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedhighSRerun this week with openrouter connected; escalate any wrong security or compliance claim the same day.demand-gen/search/ai-answer-monitoring.md#checklist
P7-ai-overviewsP7 Trust on Google AI Overviews: "Is Bold Reports secure and compliant for enterprise use?"
No API for Google AI Overviews; an unattended run can't check it by hand.
not-checkedhighSCheck by hand in a clean, signed-out session and record the country.demand-gen/search/ai-answer-monitoring.md#checklist
P7-copilotP7 Trust on Microsoft Copilot: "Is Bold Reports secure and compliant for enterprise use?"
No API for Microsoft Copilot; an unattended run can't check it by hand.
not-checkedhighSCheck by hand in a clean, signed-out session and record the country.demand-gen/search/ai-answer-monitoring.md#checklist
P7-perplexityP7 Trust on Perplexity: "Is Bold Reports secure and compliant for enterprise use?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedhighSRerun this week with openrouter connected; escalate any wrong security or compliance claim the same day.demand-gen/search/ai-answer-monitoring.md#checklist
P7-claudeP7 Trust on Claude: "Is Bold Reports secure and compliant for enterprise use?"
openrouter MCP server not connected; this agent session is not a clean session, so it was not used to answer.
not-checkedhighSRerun this week with openrouter connected; escalate any wrong security or compliance claim the same day.demand-gen/search/ai-answer-monitoring.md#checklist
P1-chatgptP1 Category on ChatGPT: "What are the best embedded reporting tools?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist
P1-geminiP1 Category on Gemini: "What are the best embedded reporting tools?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist
P1-ai-overviewsP1 Category on Google AI Overviews: "What are the best embedded reporting tools?"
No API for Google AI Overviews; an unattended run can't check it by hand.
not-checkedmediumSCheck by hand in a clean, signed-out session and record the country.demand-gen/search/ai-answer-monitoring.md#checklist
P1-copilotP1 Category on Microsoft Copilot: "What are the best embedded reporting tools?"
No API for Microsoft Copilot; an unattended run can't check it by hand.
not-checkedmediumSCheck by hand in a clean, signed-out session and record the country.demand-gen/search/ai-answer-monitoring.md#checklist
P1-perplexityP1 Category on Perplexity: "What are the best embedded reporting tools?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist
P1-claudeP1 Category on Claude: "What are the best embedded reporting tools?"
openrouter MCP server not connected; this agent session is not a clean session (it has the repo's Bold Reports positioning in context), so it was not used to answer.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist
P2-chatgptP2 Enterprise on ChatGPT: "What is the best embedded reporting tool for an enterprise / midsize company?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist
P2-geminiP2 Enterprise on Gemini: "What is the best embedded reporting tool for an enterprise / midsize company?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist
P2-ai-overviewsP2 Enterprise on Google AI Overviews: "What is the best embedded reporting tool for an enterprise / midsize company?"
No API for Google AI Overviews; an unattended run can't check it by hand.
not-checkedmediumSCheck by hand in a clean, signed-out session and record the country.demand-gen/search/ai-answer-monitoring.md#checklist
P2-copilotP2 Enterprise on Microsoft Copilot: "What is the best embedded reporting tool for an enterprise / midsize company?"
No API for Microsoft Copilot; an unattended run can't check it by hand.
not-checkedmediumSCheck by hand in a clean, signed-out session and record the country.demand-gen/search/ai-answer-monitoring.md#checklist
P2-perplexityP2 Enterprise on Perplexity: "What is the best embedded reporting tool for an enterprise / midsize company?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist
P2-claudeP2 Enterprise on Claude: "What is the best embedded reporting tool for an enterprise / midsize company?"
openrouter MCP server not connected; this agent session is not a clean session, so it was not used to answer.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist
P3-chatgptP3 Comparison on ChatGPT: "Bold Reports vs Telerik Reporting: which should I choose?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist
P3-geminiP3 Comparison on Gemini: "Bold Reports vs Telerik Reporting: which should I choose?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist
P3-ai-overviewsP3 Comparison on Google AI Overviews: "Bold Reports vs Telerik Reporting: which should I choose?"
No API for Google AI Overviews; an unattended run can't check it by hand.
not-checkedmediumSCheck by hand in a clean, signed-out session and record the country.demand-gen/search/ai-answer-monitoring.md#checklist
P3-copilotP3 Comparison on Microsoft Copilot: "Bold Reports vs Telerik Reporting: which should I choose?"
No API for Microsoft Copilot; an unattended run can't check it by hand.
not-checkedmediumSCheck by hand in a clean, signed-out session and record the country.demand-gen/search/ai-answer-monitoring.md#checklist
P3-perplexityP3 Comparison on Perplexity: "Bold Reports vs Telerik Reporting: which should I choose?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist
P3-claudeP3 Comparison on Claude: "Bold Reports vs Telerik Reporting: which should I choose?"
openrouter MCP server not connected; this agent session is not a clean session, so it was not used to answer.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist
P4-chatgptP4 Alternatives on ChatGPT: "What are the best alternatives to SSRS?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist
P4-geminiP4 Alternatives on Gemini: "What are the best alternatives to SSRS?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist
P4-ai-overviewsP4 Alternatives on Google AI Overviews: "What are the best alternatives to SSRS?"
No API for Google AI Overviews; an unattended run can't check it by hand.
not-checkedmediumSCheck by hand in a clean, signed-out session and record the country.demand-gen/search/ai-answer-monitoring.md#checklist
P4-copilotP4 Alternatives on Microsoft Copilot: "What are the best alternatives to SSRS?"
No API for Microsoft Copilot; an unattended run can't check it by hand.
not-checkedmediumSCheck by hand in a clean, signed-out session and record the country.demand-gen/search/ai-answer-monitoring.md#checklist
P4-perplexityP4 Alternatives on Perplexity: "What are the best alternatives to SSRS?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist
P4-claudeP4 Alternatives on Claude: "What are the best alternatives to SSRS?"
openrouter MCP server not connected; this agent session is not a clean session, so it was not used to answer.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist
P6-chatgptP6 Use case on ChatGPT: "How do I migrate SSRS reports to another platform?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist
P6-geminiP6 Use case on Gemini: "How do I migrate SSRS reports to another platform?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist
P6-ai-overviewsP6 Use case on Google AI Overviews: "How do I migrate SSRS reports to another platform?"
No API for Google AI Overviews; an unattended run can't check it by hand.
not-checkedmediumSCheck by hand in a clean, signed-out session and record the country.demand-gen/search/ai-answer-monitoring.md#checklist
P6-copilotP6 Use case on Microsoft Copilot: "How do I migrate SSRS reports to another platform?"
No API for Microsoft Copilot; an unattended run can't check it by hand.
not-checkedmediumSCheck by hand in a clean, signed-out session and record the country.demand-gen/search/ai-answer-monitoring.md#checklist
P6-perplexityP6 Use case on Perplexity: "How do I migrate SSRS reports to another platform?"
openrouter MCP server (ask_engine) not connected for this run; no answer collected.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist
P6-claudeP6 Use case on Claude: "How do I migrate SSRS reports to another platform?"
openrouter MCP server not connected; this agent session is not a clean session, so it was not used to answer.
not-checkedmediumSRerun this week with openrouter connected.demand-gen/search/ai-answer-monitoring.md#checklist

Metrics

MetricValuePreviousChangePeriodDimensions
AI mention rate ai.mention_rate–––2026-10-15 – 2026-11-11
AI mention rate (ChatGPT) ai.mention_rate–––2026-10-15 – 2026-11-11engine: chatgpt
AI mention rate (Gemini) ai.mention_rate–––2026-10-15 – 2026-11-11engine: gemini
AI mention rate (Google AI Overviews) ai.mention_rate–––2026-10-15 – 2026-11-11engine: ai-overviews
AI mention rate (Microsoft Copilot) ai.mention_rate–––2026-10-15 – 2026-11-11engine: copilot
AI mention rate (Perplexity) ai.mention_rate–––2026-10-15 – 2026-11-11engine: perplexity
AI mention rate (Claude) ai.mention_rate–––2026-10-15 – 2026-11-11engine: claude
AI citation rate ai.citation_rate–––2026-10-15 – 2026-11-11
AI citation rate (ChatGPT) ai.citation_rate–––2026-10-15 – 2026-11-11engine: chatgpt
AI citation rate (Gemini) ai.citation_rate–––2026-10-15 – 2026-11-11engine: gemini
AI citation rate (Google AI Overviews) ai.citation_rate–––2026-10-15 – 2026-11-11engine: ai-overviews
AI citation rate (Microsoft Copilot) ai.citation_rate–––2026-10-15 – 2026-11-11engine: copilot
AI citation rate (Perplexity) ai.citation_rate–––2026-10-15 – 2026-11-11engine: perplexity
AI citation rate (Claude) ai.citation_rate–––2026-10-15 – 2026-11-11engine: claude
Wrong or outdated facts ai.wrong_facts–––2026-10-15 – 2026-11-11

Folder: reports/publish/bold-reports/ai-answer-monitoring/20261112-1519_ai-answer-monitoring_bold-reports_8605