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AI answer monitoring · boldsign

2026-11-12 16:47 · 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

This run queried no engines, so there is still no BoldSign AI-visibility data for 2026-10. No MCP servers were connected. The openrouter server is defined in maintain/mcp-servers.json but wasn't attached to this run. 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. This is the second run today with the same result: the published run 20261112-1428_ai-answer-monitoring_boldsign_040f also collected no answers. The BoldSign baseline is still missing.

Score

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

Top 3 actions

  1. Fix the openrouter connection before the next pbmaintain run. Set OPENROUTER_API_KEY and enable the openrouter server for this skill. Then run its self-test (list_engines plus one ask_engine call). Two runs in a row have failed for this reason, and rerunning without the fix will give the same empty result.
  2. Rerun this skill this week for ChatGPT, Gemini, Perplexity and Claude, and check Google AI Overviews and Microsoft Copilot by hand. Use the seven prompts in raw/prompt-set.json in a clean, signed-out session and record the country.
  3. Make the rerun the BoldSign baseline (GTM plan, "First 30 days" step 3). 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.

Findings

AI answer monitoring: boldsign, 2026-10

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

Prompts used (fixed set; category "e-signature software and e-signature API"; top competitor DocuSign):

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 - Fix openrouter, then rerun this week (see Top 3 actions)

Not checked

Proposed changes (need approval)

None. This run changed nothing and proposes no changes to live systems. The openrouter fix in Top 3 actions is a tooling setup step for the operator, not a change to a live system.

Data sources

Findings

IDItemStatusSeverityEffortRecommendationChecklist
P5-chatgptP5 Brand facts on ChatGPT: "What is BoldSign, how is it licensed and who uses it?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to ChatGPT. Licensing accuracy is unknown.
not-checkedhighSRerun this week; check licensing and pricing statements against https://boldsign.com/electronic-signature-pricing/ and mark any wrong statement as Wrong.demand-gen/search/ai-answer-monitoring.md#checklist
P5-geminiP5 Brand facts on Gemini: "What is BoldSign, how is it licensed and who uses it?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to Gemini. Licensing accuracy is unknown.
not-checkedhighSRerun this week; check licensing and pricing statements against the pricing page.demand-gen/search/ai-answer-monitoring.md#checklist
P5-ai-overviewsP5 Brand facts on Google AI Overviews: "What is BoldSign, how is it licensed and who uses it?"
Not run: Google AI Overviews has no API and this unattended run cannot do a manual Google search.
not-checkedhighSCheck by hand with a normal Google search (signed out, record country); verify licensing facts.demand-gen/search/ai-answer-monitoring.md#checklist
P5-copilotP5 Brand facts on Microsoft Copilot: "What is BoldSign, how is it licensed and who uses it?"
Not run: Microsoft Copilot has no API and this unattended run cannot use the consumer app.
not-checkedhighSCheck by hand in a clean Copilot session; verify licensing facts.demand-gen/search/ai-answer-monitoring.md#checklist
P5-perplexityP5 Brand facts on Perplexity: "What is BoldSign, how is it licensed and who uses it?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to Perplexity. Licensing accuracy is unknown.
not-checkedhighSRerun this week; check licensing and pricing statements against the pricing page.demand-gen/search/ai-answer-monitoring.md#checklist
P5-claudeP5 Brand facts on Claude: "What is BoldSign, how is it licensed and who uses it?"
Not run: openrouter was not connected. This agent session is not clean, so answering from it would not be comparable.
not-checkedhighSRerun this week via openrouter ask_engine or a clean claude.ai session; verify licensing facts.demand-gen/search/ai-answer-monitoring.md#checklist
P7-chatgptP7 Trust on ChatGPT: "Is BoldSign secure and compliant for enterprise use?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to ChatGPT. Compliance accuracy is unknown.
not-checkedhighSRerun this week; check compliance statements against https://boldsign.com/security/. A wrong compliance claim goes to the product marketing lead and the COE Team the same day.demand-gen/search/ai-answer-monitoring.md#checklist
P7-geminiP7 Trust on Gemini: "Is BoldSign secure and compliant for enterprise use?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to Gemini. Compliance accuracy is unknown.
not-checkedhighSRerun this week; check compliance statements against the security page.demand-gen/search/ai-answer-monitoring.md#checklist
P7-ai-overviewsP7 Trust on Google AI Overviews: "Is BoldSign secure and compliant for enterprise use?"
Not run: Google AI Overviews has no API and this unattended run cannot do a manual Google search.
not-checkedhighSCheck by hand with a normal Google search (signed out, record country); verify compliance claims.demand-gen/search/ai-answer-monitoring.md#checklist
P7-copilotP7 Trust on Microsoft Copilot: "Is BoldSign secure and compliant for enterprise use?"
Not run: Microsoft Copilot has no API and this unattended run cannot use the consumer app.
not-checkedhighSCheck by hand in a clean Copilot session; verify compliance claims.demand-gen/search/ai-answer-monitoring.md#checklist
P7-perplexityP7 Trust on Perplexity: "Is BoldSign secure and compliant for enterprise use?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to Perplexity. Compliance accuracy is unknown.
not-checkedhighSRerun this week; check compliance statements against the security page.demand-gen/search/ai-answer-monitoring.md#checklist
P7-claudeP7 Trust on Claude: "Is BoldSign secure and compliant for enterprise use?"
Not run: openrouter was not connected. This agent session is not clean, so answering from it would not be comparable.
not-checkedhighSRerun this week via openrouter ask_engine or a clean claude.ai session; verify compliance claims.demand-gen/search/ai-answer-monitoring.md#checklist
P1-chatgptP1 Category on ChatGPT: "What are the best e-signature software and e-signature API?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to ChatGPT.
not-checkedmediumSRerun this week with openrouter connected, or by hand in a clean ChatGPT session with search.demand-gen/search/ai-answer-monitoring.md#checklist
P1-geminiP1 Category on Gemini: "What are the best e-signature software and e-signature API?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to Gemini.
not-checkedmediumSRerun this week with openrouter connected, or by hand in a clean Gemini session.demand-gen/search/ai-answer-monitoring.md#checklist
P1-ai-overviewsP1 Category on Google AI Overviews: "What are the best e-signature software and e-signature API?"
Not run: Google AI Overviews has no API and this unattended run cannot do a manual Google search.
not-checkedmediumSCheck by hand with a normal Google search (signed out, record country).demand-gen/search/ai-answer-monitoring.md#checklist
P1-copilotP1 Category on Microsoft Copilot: "What are the best e-signature software and e-signature API?"
Not run: Microsoft Copilot has no API and this unattended run cannot use the consumer app.
not-checkedmediumSCheck by hand in a clean Copilot session.demand-gen/search/ai-answer-monitoring.md#checklist
P1-perplexityP1 Category on Perplexity: "What are the best e-signature software and e-signature API?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to Perplexity.
not-checkedmediumSRerun this week with openrouter connected, or by hand in a clean Perplexity session.demand-gen/search/ai-answer-monitoring.md#checklist
P1-claudeP1 Category on Claude: "What are the best e-signature software and e-signature API?"
Not run: openrouter was not connected. This agent session is not clean (it has the repo's BoldSign positioning in context), so answering from it would not be comparable.
not-checkedmediumSRerun this week via openrouter ask_engine or a clean claude.ai session.demand-gen/search/ai-answer-monitoring.md#checklist
P2-chatgptP2 Enterprise on ChatGPT: "What is the best e-signature software and e-signature API for an enterprise / midsize company?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to ChatGPT.
not-checkedmediumSRerun this week with openrouter connected, or by hand in a clean ChatGPT session with search.demand-gen/search/ai-answer-monitoring.md#checklist
P2-geminiP2 Enterprise on Gemini: "What is the best e-signature software and e-signature API for an enterprise / midsize company?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to Gemini.
not-checkedmediumSRerun this week with openrouter connected, or by hand in a clean Gemini session.demand-gen/search/ai-answer-monitoring.md#checklist
P2-ai-overviewsP2 Enterprise on Google AI Overviews: "What is the best e-signature software and e-signature API for an enterprise / midsize company?"
Not run: Google AI Overviews has no API and this unattended run cannot do a manual Google search.
not-checkedmediumSCheck by hand with a normal Google search (signed out, record country).demand-gen/search/ai-answer-monitoring.md#checklist
P2-copilotP2 Enterprise on Microsoft Copilot: "What is the best e-signature software and e-signature API for an enterprise / midsize company?"
Not run: Microsoft Copilot has no API and this unattended run cannot use the consumer app.
not-checkedmediumSCheck by hand in a clean Copilot session.demand-gen/search/ai-answer-monitoring.md#checklist
P2-perplexityP2 Enterprise on Perplexity: "What is the best e-signature software and e-signature API for an enterprise / midsize company?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to Perplexity.
not-checkedmediumSRerun this week with openrouter connected, or by hand in a clean Perplexity session.demand-gen/search/ai-answer-monitoring.md#checklist
P2-claudeP2 Enterprise on Claude: "What is the best e-signature software and e-signature API for an enterprise / midsize company?"
Not run: openrouter was not connected. This agent session is not clean, so answering from it would not be comparable.
not-checkedmediumSRerun this week via openrouter ask_engine or a clean claude.ai session.demand-gen/search/ai-answer-monitoring.md#checklist
P3-chatgptP3 Comparison on ChatGPT: "BoldSign vs DocuSign: which should I choose?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to ChatGPT.
not-checkedmediumSRerun this week with openrouter connected, or by hand in a clean ChatGPT session with search.demand-gen/search/ai-answer-monitoring.md#checklist
P3-geminiP3 Comparison on Gemini: "BoldSign vs DocuSign: which should I choose?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to Gemini.
not-checkedmediumSRerun this week with openrouter connected, or by hand in a clean Gemini session.demand-gen/search/ai-answer-monitoring.md#checklist
P3-ai-overviewsP3 Comparison on Google AI Overviews: "BoldSign vs DocuSign: which should I choose?"
Not run: Google AI Overviews has no API and this unattended run cannot do a manual Google search.
not-checkedmediumSCheck by hand with a normal Google search (signed out, record country).demand-gen/search/ai-answer-monitoring.md#checklist
P3-copilotP3 Comparison on Microsoft Copilot: "BoldSign vs DocuSign: which should I choose?"
Not run: Microsoft Copilot has no API and this unattended run cannot use the consumer app.
not-checkedmediumSCheck by hand in a clean Copilot session.demand-gen/search/ai-answer-monitoring.md#checklist
P3-perplexityP3 Comparison on Perplexity: "BoldSign vs DocuSign: which should I choose?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to Perplexity.
not-checkedmediumSRerun this week with openrouter connected, or by hand in a clean Perplexity session.demand-gen/search/ai-answer-monitoring.md#checklist
P3-claudeP3 Comparison on Claude: "BoldSign vs DocuSign: which should I choose?"
Not run: openrouter was not connected. This agent session is not clean, so answering from it would not be comparable.
not-checkedmediumSRerun this week via openrouter ask_engine or a clean claude.ai session.demand-gen/search/ai-answer-monitoring.md#checklist
P4-chatgptP4 Alternatives on ChatGPT: "What are the best alternatives to DocuSign?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to ChatGPT.
not-checkedmediumSRerun this week with openrouter connected, or by hand in a clean ChatGPT session with search.demand-gen/search/ai-answer-monitoring.md#checklist
P4-geminiP4 Alternatives on Gemini: "What are the best alternatives to DocuSign?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to Gemini.
not-checkedmediumSRerun this week with openrouter connected, or by hand in a clean Gemini session.demand-gen/search/ai-answer-monitoring.md#checklist
P4-ai-overviewsP4 Alternatives on Google AI Overviews: "What are the best alternatives to DocuSign?"
Not run: Google AI Overviews has no API and this unattended run cannot do a manual Google search.
not-checkedmediumSCheck by hand with a normal Google search (signed out, record country).demand-gen/search/ai-answer-monitoring.md#checklist
P4-copilotP4 Alternatives on Microsoft Copilot: "What are the best alternatives to DocuSign?"
Not run: Microsoft Copilot has no API and this unattended run cannot use the consumer app.
not-checkedmediumSCheck by hand in a clean Copilot session.demand-gen/search/ai-answer-monitoring.md#checklist
P4-perplexityP4 Alternatives on Perplexity: "What are the best alternatives to DocuSign?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to Perplexity.
not-checkedmediumSRerun this week with openrouter connected, or by hand in a clean Perplexity session.demand-gen/search/ai-answer-monitoring.md#checklist
P4-claudeP4 Alternatives on Claude: "What are the best alternatives to DocuSign?"
Not run: openrouter was not connected. This agent session is not clean, so answering from it would not be comparable.
not-checkedmediumSRerun this week via openrouter ask_engine or a clean claude.ai session.demand-gen/search/ai-answer-monitoring.md#checklist
P6-chatgptP6 Use case on ChatGPT: "Best e-signature API for embedding signing in a SaaS app?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to ChatGPT.
not-checkedmediumSRerun this week with openrouter connected, or by hand in a clean ChatGPT session with search.demand-gen/search/ai-answer-monitoring.md#checklist
P6-geminiP6 Use case on Gemini: "Best e-signature API for embedding signing in a SaaS app?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to Gemini.
not-checkedmediumSRerun this week with openrouter connected, or by hand in a clean Gemini session.demand-gen/search/ai-answer-monitoring.md#checklist
P6-ai-overviewsP6 Use case on Google AI Overviews: "Best e-signature API for embedding signing in a SaaS app?"
Not run: Google AI Overviews has no API and this unattended run cannot do a manual Google search.
not-checkedmediumSCheck by hand with a normal Google search (signed out, record country).demand-gen/search/ai-answer-monitoring.md#checklist
P6-copilotP6 Use case on Microsoft Copilot: "Best e-signature API for embedding signing in a SaaS app?"
Not run: Microsoft Copilot has no API and this unattended run cannot use the consumer app.
not-checkedmediumSCheck by hand in a clean Copilot session.demand-gen/search/ai-answer-monitoring.md#checklist
P6-perplexityP6 Use case on Perplexity: "Best e-signature API for embedding signing in a SaaS app?"
Not run: no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other access to Perplexity.
not-checkedmediumSRerun this week with openrouter connected, or by hand in a clean Perplexity session.demand-gen/search/ai-answer-monitoring.md#checklist
P6-claudeP6 Use case on Claude: "Best e-signature API for embedding signing in a SaaS app?"
Not run: openrouter was not connected. This agent session is not clean, so answering from it would not be comparable.
not-checkedmediumSRerun this week via openrouter ask_engine or a clean claude.ai session.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/boldsign/ai-answer-monitoring/20261112-1647_ai-answer-monitoring_boldsign_bfe4