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
- Connect the
openrouterMCP 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. - 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. - 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"):
- P1: "What are the best embedded reporting tools?"
- P2: "What is the best embedded reporting tool for an enterprise / midsize company?"
- P3: "Bold Reports vs Telerik Reporting: which should I choose?" (GTM plan, AI-monitoring prompt 7)
- P4: "What are the best alternatives to SSRS?"
- P5: "What is Bold Reports, how is it licensed and who uses it?"
- P6: "How do I migrate SSRS reports to another platform?" (GTM plan, AI-monitoring prompt 2)
- P7: "Is Bold Reports secure and compliant for enterprise use?"
| 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
- Mention rate: 0 of 0 answers collected (no comparison: no earlier published run for bold-reports)
- Citation rate: 0 of 0 answers collected (no comparison: no earlier published run for bold-reports)
- Wrong or outdated facts: none recorded, because no answers were collected (unknown, not zero)
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
- P1–P7 on ChatGPT, Gemini and Perplexity (21 rows): the
openrouterMCP server (ask_engine) was not connected for this run, and there was no other way to reach these engines. - P1–P7 on Claude (7 rows):
openrouterwas not connected. I didn't answer the prompts from this agent session because it isn't a clean session: it has the repo's Bold Reports positioning in context, so its answers wouldn't be comparable month to month. - P1–P7 on Google AI Overviews and Microsoft Copilot (14 rows): these have no API, and an unattended run can't check them by hand.
- Phase 2 (month-over-month comparison, gap list, hand-off to the SEO/GEO and blog programs, weekly GTM review deltas): skipped because there is no data. There is also no earlier published run under
reports/publish/bold-reports/ai-answer-monitoring/to compare against.
Proposed changes (need approval)
None. This run made no changes and proposes no changes to live systems.
Data sources
- Fixed prompt set and category:
demand-gen/search/ai-answer-monitoring.md. - Competitors and the P3 and P6 prompts:
products/bold-reports/gtm-plan.md(Competitors; AI-monitoring prompts 7 and 2). - Earlier runs: none found in
reports/publish/bold-reports/ai-answer-monitoring/. - Engines: none queried (no MCP servers connected).
- Exports:
raw/prompt-set.json(the resolved prompts; no answers). - Choices made without an operator:
- The category has two parts. P1–P2 use "embedded reporting tools", and the "SSRS alternative" part is covered by P4.
- For "top competitor", P3 uses Telerik Reporting because the GTM plan already lists "Bold Reports vs Telerik Reporting". P4 uses SSRS because the category is defined as an SSRS alternative and Microsoft (SSRS) is listed first among competitors. Keep these the same in future months.
- The metrics period uses the run's
date_range(2026-10-15 to 2026-11-11), and the logged month is 2026-10. Metric values arenull(not measured), not zero.
Findings
| ID | Item | Status | Severity | Effort | Recommendation | Checklist |
|---|---|---|---|---|---|---|
| P5-chatgpt | P5 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-checked | high | S | Rerun this week with openrouter connected; check licensing statements against the pricing page. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P5-gemini | P5 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-checked | high | S | Rerun this week with openrouter connected; check licensing statements against the pricing page. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P5-ai-overviews | P5 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-checked | high | S | Check by hand in a clean, signed-out session and record the country. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P5-copilot | P5 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-checked | high | S | Check by hand in a clean, signed-out session and record the country. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P5-perplexity | P5 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-checked | high | S | Rerun this week with openrouter connected; check licensing statements against the pricing page. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P5-claude | P5 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-checked | high | S | Rerun this week with openrouter connected; check licensing statements against the pricing page. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P7-chatgpt | P7 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-checked | high | S | Rerun this week with openrouter connected; escalate any wrong security or compliance claim the same day. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P7-gemini | P7 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-checked | high | S | Rerun 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-overviews | P7 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-checked | high | S | Check by hand in a clean, signed-out session and record the country. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P7-copilot | P7 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-checked | high | S | Check by hand in a clean, signed-out session and record the country. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P7-perplexity | P7 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-checked | high | S | Rerun this week with openrouter connected; escalate any wrong security or compliance claim the same day. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P7-claude | P7 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-checked | high | S | Rerun this week with openrouter connected; escalate any wrong security or compliance claim the same day. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P1-chatgpt | P1 Category on ChatGPT: "What are the best embedded reporting tools?" openrouter MCP server (ask_engine) not connected for this run; no answer collected. | not-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P1-gemini | P1 Category on Gemini: "What are the best embedded reporting tools?" openrouter MCP server (ask_engine) not connected for this run; no answer collected. | not-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P1-ai-overviews | P1 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-checked | medium | S | Check by hand in a clean, signed-out session and record the country. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P1-copilot | P1 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-checked | medium | S | Check by hand in a clean, signed-out session and record the country. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P1-perplexity | P1 Category on Perplexity: "What are the best embedded reporting tools?" openrouter MCP server (ask_engine) not connected for this run; no answer collected. | not-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P1-claude | P1 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-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P2-chatgpt | P2 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-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P2-gemini | P2 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-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P2-ai-overviews | P2 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-checked | medium | S | Check by hand in a clean, signed-out session and record the country. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P2-copilot | P2 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-checked | medium | S | Check by hand in a clean, signed-out session and record the country. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P2-perplexity | P2 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-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P2-claude | P2 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-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P3-chatgpt | P3 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-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P3-gemini | P3 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-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P3-ai-overviews | P3 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-checked | medium | S | Check by hand in a clean, signed-out session and record the country. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P3-copilot | P3 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-checked | medium | S | Check by hand in a clean, signed-out session and record the country. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P3-perplexity | P3 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-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P3-claude | P3 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-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P4-chatgpt | P4 Alternatives on ChatGPT: "What are the best alternatives to SSRS?" openrouter MCP server (ask_engine) not connected for this run; no answer collected. | not-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P4-gemini | P4 Alternatives on Gemini: "What are the best alternatives to SSRS?" openrouter MCP server (ask_engine) not connected for this run; no answer collected. | not-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P4-ai-overviews | P4 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-checked | medium | S | Check by hand in a clean, signed-out session and record the country. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P4-copilot | P4 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-checked | medium | S | Check by hand in a clean, signed-out session and record the country. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P4-perplexity | P4 Alternatives on Perplexity: "What are the best alternatives to SSRS?" openrouter MCP server (ask_engine) not connected for this run; no answer collected. | not-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P4-claude | P4 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-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P6-chatgpt | P6 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-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P6-gemini | P6 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-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P6-ai-overviews | P6 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-checked | medium | S | Check by hand in a clean, signed-out session and record the country. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P6-copilot | P6 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-checked | medium | S | Check by hand in a clean, signed-out session and record the country. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P6-perplexity | P6 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-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P6-claude | P6 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-checked | medium | S | Rerun this week with openrouter connected. | demand-gen/search/ai-answer-monitoring.md#checklist |
Metrics
| Metric | Value | Previous | Change | Period | Dimensions |
|---|---|---|---|---|---|
| AI mention rate ai.mention_rate | – | – | – | 2026-10-15 – 2026-11-11 | |
| AI mention rate (ChatGPT) ai.mention_rate | – | – | – | 2026-10-15 – 2026-11-11 | engine: chatgpt |
| AI mention rate (Gemini) ai.mention_rate | – | – | – | 2026-10-15 – 2026-11-11 | engine: gemini |
| AI mention rate (Google AI Overviews) ai.mention_rate | – | – | – | 2026-10-15 – 2026-11-11 | engine: ai-overviews |
| AI mention rate (Microsoft Copilot) ai.mention_rate | – | – | – | 2026-10-15 – 2026-11-11 | engine: copilot |
| AI mention rate (Perplexity) ai.mention_rate | – | – | – | 2026-10-15 – 2026-11-11 | engine: perplexity |
| AI mention rate (Claude) ai.mention_rate | – | – | – | 2026-10-15 – 2026-11-11 | engine: claude |
| AI citation rate ai.citation_rate | – | – | – | 2026-10-15 – 2026-11-11 | |
| AI citation rate (ChatGPT) ai.citation_rate | – | – | – | 2026-10-15 – 2026-11-11 | engine: chatgpt |
| AI citation rate (Gemini) ai.citation_rate | – | – | – | 2026-10-15 – 2026-11-11 | engine: gemini |
| AI citation rate (Google AI Overviews) ai.citation_rate | – | – | – | 2026-10-15 – 2026-11-11 | engine: ai-overviews |
| AI citation rate (Microsoft Copilot) ai.citation_rate | – | – | – | 2026-10-15 – 2026-11-11 | engine: copilot |
| AI citation rate (Perplexity) ai.citation_rate | – | – | – | 2026-10-15 – 2026-11-11 | engine: perplexity |
| AI citation rate (Claude) ai.citation_rate | – | – | – | 2026-10-15 – 2026-11-11 | engine: 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