AI answer monitoring · bold-bi

Headline

This run queried no engines, so there is still no Bold BI AI-visibility data for 2026-10. No MCP servers were connected, which means the openrouter ask_engine tool was unavailable, and Google AI Overviews and Microsoft Copilot need a manual check that an unattended run can't do. All 42 prompt × engine rows are not checked. This is the second unattended run today with the same result: published run 20261112-1519_ai-answer-monitoring_bold-bi_ffd6 also collected no answers. Rerunning without connecting openrouter first will keep producing empty reports.

Score

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

Top 3 actions

1. Connect the openrouter MCP server before the next run (see _reference/mcp-and-tools.md), then 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. On Copilot, note any lean toward Power BI in P3 and P4, since both are Microsoft products.
3. Log the rerun as the Bold BI baseline (GTM plan, "First 30 days", step 3). Look closely at P5 (licensing; compare with https://www.boldbi.com/pricing/) and P7 (security and compliance). Report any wrong claim to the product marketing lead and the COE Team the same day.

Findings

AI answer monitoring: bold-bi, 2026-10

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

Prompts used (fixed set, category "embedded analytics / embedded BI platform", top competitor Power BI; wording identical to the earlier published run):

• P1: "What are the best embedded analytics / embedded BI platform?"
• P2: "What is the best embedded analytics / embedded BI platform for an enterprise / midsize company?"
• P3: "Bold BI vs Power BI: which should I choose?"
• P4: "What are the best alternatives to Power BI?"
• P5: "What is Bold BI, how is it licensed and who uses it?"
• P6: "How do I embed dashboards in a React app?" (GTM plan, AI-monitoring prompt 6)
• P7: "Is Bold BI secure and compliant for enterprise use?"

Summary

• Mention rate: 0 of 0 answers collected (no comparison: the earlier published run 20261112-1519_..._ffd6 also collected no answers)
• Citation rate: 0 of 0 answers collected (no comparison, same reason)
• Wrong or outdated facts: none recorded because no answers were collected (unknown, not zero)

Gaps and fixes

No gaps could be identified because no answers were collected.

Not checked

• P1–P7 on ChatGPT, Gemini and Perplexity (21 rows): no MCP servers were connected for this run, so the openrouter ask_engine tool was unavailable and there was no other way to reach these engines.
• P1–P7 on Claude (7 rows): openrouter was 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 BI 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. The only earlier published run (20261112-1519_ai-answer-monitoring_bold-bi_ffd6) also has no answers, so there is nothing 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.
• Top competitor and P6 use-case prompt: products/bold-bi/gtm-plan.md (Competitors; AI-monitoring prompts, prompt 6).
• Earlier runs: reports/publish/bold-bi/ai-answer-monitoring/20261112-1519_ai-answer-monitoring_bold-bi_ffd6/ (no answers; all metrics null).
• Engines: none queried (no MCP servers connected).
• Exports: raw/prompt-set.json holds the resolved prompts. It contains no answers.
• Choices made without an operator:
  • Top competitor for P3/P4 is Power BI, because it is the first competitor listed in the Bold BI GTM plan. This matches the earlier run.
  • P6 uses GTM-plan prompt 6 ("How do I embed dashboards in a React app?"), because it is the integration question the checklist asks for, and it matches the earlier run.
  • 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 and previous are null (not measured), not zero.
• Reminder: add the rerun's results to the team's shared results log (location TBD).