AI answer monitoring · boldcreate
2026-11-09 20:41 · success · score –· by danjebaraj · reviewed by danjebaraj on 2026-11-09· backend claude-code 2.1.311 (claude-opus-5-5)
Checklist: demand-gen/search/ai-answer-monitoring.md
Summary
Headline
BoldCreate came up in 12 of 28 checked answers (43%) and was cited in 11 (39%). Every mention was on a prompt that names BoldCreate (P3, P5, P7). On the four unbranded prompts (category, enterprise, Devin alternatives, WebForms to Blazor), it was absent on all four engines: 0 of 16. Five answers got facts wrong. Two of them, on ChatGPT and Gemini, say BoldCreate is SOC 2 certified. boldcreate.ai does not make that claim, so it needs escalation today. This is the first recorded run, so there is no month-over-month comparison.
Score
No score: the checklist does not define one, so overall_score is null.
Top 3 actions
Escalate the SOC 2 claims today (P7-chatgpt, P7-gemini) to the BoldCreate product marketing lead and the COE Team, as the checklist's "If something goes wrong" section requires. Ask product whether BoldCreate is in scope of Syncfusion's SOC 2 Type 2 report. Then publish a BoldCreate trust page that states only verified facts (needs approval).
Remove stale licensing content that engines still quote (P5-perplexity, P5-gemini, P3-chatgpt):
- 301-redirect or noindex
/blogs/syncfusion-license. It still feeds the retired "free for license holders, 100 developers, 5,000 credits" offer. - Get the old "Code Studio" page titles recrawled.
- Add a pricing FAQ saying the trial requires a card.
All of these need approval.
- 301-redirect or noindex
Build unbranded visibility. Publish a BoldCreate vs Devin page, a "Devin alternatives for teams" page, a category page for "AI coding agent for teams", and a WebForms to Blazor guide linked from Syncfusion's Blazor migration doc. Then pitch the G2, Gartner and roundup lists that the engines cite (needs approval).
Findings
AI answer monitoring: boldcreate, 2026-10
Run by: Claude | Location: not set (OpenRouter API, no geo parameter) | Date: 2026-11-09
| ID | Engine | Mentioned | Position | Cited | Cited URL | Competitors mentioned | Accuracy | Note |
|---|---|---|---|---|---|---|---|---|
| P1 | ChatGPT | N | - | N | - | GitHub Copilot, Claude Code, Cursor, OpenAI Codex, OpenCode | n/a | API: openai/gpt-6.1-terra |
| P2 | ChatGPT | N | - | N | - | GitHub Copilot, Claude Code, Cursor, OpenAI Codex | n/a | API: openai/gpt-6.1-terra |
| P3 | ChatGPT | Y | 2 | Y | boldcreate.ai/pricing/, docs.boldcreate.ai | Devin | Correct | API: openai/gpt-6.1-terra. Leads with Devin for small teams. Says the pricing page and docs disagree; cited result has the stale title "Free and Enterprise Plans" |
| P4 | ChatGPT | N | - | N | - | OpenAI Codex, Claude Code, GitHub Copilot, Factory, Cursor, OpenHands, Google Jules | n/a | API: openai/gpt-6.1-terra |
| P5 | ChatGPT | Y | 1 | Y | boldcreate.ai/pricing, /company/about-us | - | Correct | API: openai/gpt-6.1-terra. Pricing, trial and discount all correct |
| P6 | ChatGPT | N | - | N | - | GitHub Copilot (upgrade agent) | n/a | API: openai/gpt-6.1-terra. All learn.microsoft.com |
| P7 | ChatGPT | Y | 1 | Y | boldcreate.ai/, /legal/privacy-policy/, docs.boldcreate.ai/security | - | Wrong | API: openai/gpt-6.1-terra. "Syncfusion says BoldCreate is SOC 2 compliant". Not on the site |
| P1 | Gemini | N | - | N | - | Cursor, Windsurf, Devin, Factory, GitHub Copilot, Augment Code, CodeRabbit, Qodo, Aider, Cline | n/a | API: google/gemini-3.8-flash. No citations |
| P2 | Gemini | N | - | N | - | GitHub Copilot, Cursor, Windsurf, Augment Code, Sourcegraph Cody, Devin, Tabnine | n/a | API: google/gemini-3.8-flash. No citations |
| P3 | Gemini | Y | 2 | Y | boldcreate.ai (grounding redirect) | Devin | Correct | API: google/gemini-3.8-flash. Our facts correct; Devin's price is outdated (~$500) |
| P4 | Gemini | N | - | N | - | OpenHands, SWE-agent, Aider, Cline, Cursor, Windsurf, Replit Agent, Copilot Workspace | n/a | API: google/gemini-3.8-flash. No citations |
| P5 | Gemini | Y | 1 | Y | boldcreate.ai (grounding redirect) | - | Wrong | API: google/gemini-3.8-flash. "Trial without requiring a credit card"; the site requires a card at sign-up |
| P6 | Gemini | N | - | N | - | Cursor, Claude Code, Copilot Workspace, .NET Upgrade Assistant | n/a | API: google/gemini-3.8-flash. No citations |
| P7 | Gemini | Y | 1 | Y | boldcreate.ai (grounding redirect) | - | Wrong | API: google/gemini-3.8-flash. Claims SOC 2 Type 2, SAML, configurable fallbacks and SLAs; none are on the site |
| P1 | Perplexity | N | - | N | - | Claude Code, Cursor, GitHub Copilot, OpenAI Codex, Devin, Windsurf, Aider, OpenCode, Augment Code | n/a | API: perplexity/sonar |
| P2 | Perplexity | N | - | N | - | GitHub Copilot, OpenAI Codex, Claude Code, Cursor, Devin, Superblocks, Amazon Q, Gemini Code Assist, Tabnine, Kilo Code | n/a | API: perplexity/sonar |
| P3 | Perplexity | Y | 2 | N | - | Devin | Wrong | API: perplexity/sonar. Calls BoldCreate "creator-oriented"; says it found no reliable source |
| P4 | Perplexity | N | - | N | - | Claude Code, Cursor, GitHub Copilot, OpenHands, Cline, OpenAI Codex, Bolt.new, Lovable | n/a | API: perplexity/sonar |
| P5 | Perplexity | Y | 1 | Y | boldcreate.ai/, /pricing/, /blogs/syncfusion-license | - | Wrong | API: perplexity/sonar. Repeats the retired free offer for license holders (100 devs, 5,000 credits) |
| P6 | Perplexity | N | - | N | - | GitHub Copilot, AWS Transform, Porting Assistant, DevExpress, Radzen | n/a | API: perplexity/sonar. Cites the Syncfusion Blazor migration doc, not BoldCreate |
| P7 | Perplexity | Y | 1 | Y | boldcreate.ai/, /pricing/, /legal/privacy-policy/ | - | Correct | API: perplexity/sonar. Attributes SOC 2 to the Syncfusion platform page and tells buyers to verify scope |
| P1 | Claude | N | - | N | - | Claude Code, OpenAI Codex, GitHub Copilot, Cursor, Devin, Augment Code, Junie, Cline, OpenCode | n/a | API: anthropic/claude-sonnet-5.5 |
| P2 | Claude | N | - | N | - | GitHub Copilot, Claude Code, OpenAI Codex, Cursor, Devin, Tabnine, Cline | n/a | API: anthropic/claude-sonnet-5.5 |
| P3 | Claude | Y | 1 | Y | boldcreate.ai/, /pricing/ | Devin | Correct | API: anthropic/claude-sonnet-5.5. Recommends BoldCreate for teams of 10-20+ |
| P4 | Claude | N | - | N | - | OpenAI Codex, Copilot coding agent, Factory, Jules, Claude Code, Cursor, Amp, OpenHands, SWE-agent | n/a | API: anthropic/claude-sonnet-5.5 |
| P5 | Claude | Y | 1 | Y | docs.boldcreate.ai, boldcreate.ai/ | - | Correct | API: anthropic/claude-sonnet-5.5. Couldn't find pricing tiers or terms |
| P6 | Claude | N | - | N | - | GitHub Copilot modernization, AWS Transform, Claude Code, GAPVelocity, Legacyleap | n/a | API: anthropic/claude-sonnet-5.5 |
| P7 | Claude | Y | 1 | Y | boldcreate.ai/ | - | Correct | API: anthropic/claude-sonnet-5.5. Couldn't confirm compliance; didn't find /solutions/security |
| P1–P7 | Google AI Overviews | n/a | - | n/a | - | - | n/a | No API; check by hand |
| P1–P7 | Microsoft Copilot | n/a | - | n/a | - | - | n/a | No API; check by hand |
Summary
- Mention rate: 12 of 28 (no previous month: first baseline). By engine, ChatGPT, Gemini, Perplexity and Claude each scored 3 of 7. Unbranded prompts P1, P2, P4 and P6 scored 0 of 16.
- Citation rate: 11 of 28 (no previous month: first baseline). ChatGPT, Gemini and Claude each scored 3 of 7; Perplexity scored 2 of 7.
- Wrong or outdated facts (5):
- ChatGPT P7: SOC 2 claim.
- Gemini P5: trial "without credit card".
- Gemini P7: SOC 2 Type 2, SAML, configurable fallbacks and SLAs.
- Perplexity P3: "creator-oriented" product.
- Perplexity P5: retired free offer for license holders.
- Competitors that recur most: GitHub Copilot, Claude Code, Cursor and OpenAI Codex appear in nearly every unbranded answer. Devin appears in all P1/P2 answers except ChatGPT's. Factory appears on ChatGPT P4, Gemini P1 and Claude P4.
Gaps and fixes
| Prompt ID | Engine | Gap | Page to fix | Fix |
|---|---|---|---|---|
| P7 | ChatGPT, Gemini | Wrong: SOC 2 claimed for BoldCreate; Gemini also claims SAML, fallbacks and SLAs | New BoldCreate trust page; https://boldcreate.ai/solutions/security | Confirm compliance scope with product. Publish verified facts: attestations, SSO protocols (OAuth 2.0/OIDC), no fallback for restricted data, retention. Escalate today |
| P5 | Perplexity | Wrong: retired "free for license holders" offer | https://boldcreate.ai/blogs/syncfusion-license | 301 to /pricing or noindex; rewrite with only the current 10% discount |
| P5, P7 | Perplexity | Stale "Code Studio" titles in the index | /pricing, /whats-new, /legal/privacy-policy, /solutions/spec-driven-development | Confirm the current titles, then request a recrawl (Bing/IndexNow, GSC) |
| P5 | Gemini | Wrong: trial "without credit card" | https://boldcreate.ai/pricing | Add a FAQ: card required at sign-up, charged when the trial ends (FAQPage schema) |
| P3 | ChatGPT | Says the docs and pricing page describe different plans | docs.boldcreate.ai | Audit the docs for retired plan descriptions |
| P3 | Perplexity (and position 2 on ChatGPT and Gemini) | No direct BoldCreate source; product misdescribed | New boldcreate.ai comparison page vs Devin | Team-focused comparison: approvals, audit log, cost per merged PR, pricing link |
| P1, P2 | All 4 engines | Absent; only competitors appear | New category page; https://boldcreate.ai/enterprise | Category definition, governance facts, FAQ schema; G2 and Gartner Peer Insights listings; roundup outreach |
| P4 | All 4 engines | Absent from "Devin alternatives" | New "Devin alternatives for teams" page | Publish the page; ask the G2, Gartner and roundup lists that the engines cite to add BoldCreate |
| P6 | All 4 engines | Absent; Microsoft and AWS tools dominate | https://boldcreate.ai/solutions/legacy-modernization; blazor.syncfusion.com WebForms migration doc | Step-by-step guide with HowTo schema; link from the Syncfusion migration doc, which Perplexity already cites |
| P5, P7 | Claude | Pricing and security pages not found | Homepage and docs home | Link /pricing, /solutions/security and the terms prominently; add SoftwareApplication schema with offers |
Hand-off: this gap list goes to the SEO/GEO program and the blog program. Post the deltas for the weekly GTM review from next month. This month is the baseline. Also add these results to the team's shared results log (location TBD).
Not checked
- Google AI Overviews, P1–P7 (7 rows): there is no API, and the run was unattended. Check by hand this week.
- Microsoft Copilot, P1–P7 (7 rows): there is no public API, and the run was unattended. Check by hand this week.
- Month-over-month comparison: this is the first run. There is no BoldCreate run under
reports/publish/, sopreviousanddelta_pctare null. - Double runs for variance: the checklist says to run twice when results vary. Each prompt was run once, because this unattended run had no way to tell whether results varied.
- Country: API calls carry no geo setting, so the location is not recorded.
- Hand-off and posting deltas: these Phase 2 steps can't be done from a write-only run. The gap list above is ready to hand over.
Proposed changes (need approval)
None of these have been made. Each changes a live website or needs outreach.
- A BoldCreate trust page with verified compliance scope, SSO protocols and model-fallback policy. This needs product confirmation first, and it blocks any SOC 2 wording.
- 301 or noindex
https://boldcreate.ai/blogs/syncfusion-license(retired free offer). - Request recrawl of pages still indexed with "Code Studio" titles (/pricing, /whats-new, /legal/privacy-policy, /solutions/spec-driven-development).
- A pricing FAQ: "Is a card required for the 30-day trial?" with FAQPage schema.
- Audit docs.boldcreate.ai for retired plan descriptions.
- New pages: BoldCreate vs Devin, Devin alternatives for teams, and a category page for "AI coding agent for teams".
- A WebForms to Blazor how-to on the legacy-modernization page, linked from the Syncfusion Blazor WebForms migration doc.
- Prominent links to /pricing and /solutions/security from the homepage and docs home, plus SoftwareApplication schema.
- Outreach: G2 and Gartner Peer Insights listings, and pitches to the "best AI coding agents" and "Devin alternatives" roundups the engines cite.
Data sources
OpenRouter MCP:
list_enginesand 28ask_enginecalls on 2026-11-09, between 01:56 and 01:58 UTC on 2026-11-10. Models: chatgpt = openai/gpt-6.1-terra, gemini = google/gemini-3.8-flash, perplexity = perplexity/sonar, claude = anthropic/claude-sonnet-5.5. API answers only approximate the consumer apps. Total API cost was $1.52.boldcreate.ai, fetched read-only with WebFetch:
/,/pricing,/solutions/securityand/blogs/syncfusion-license. These were the ground truth for judging accuracy.Repo references:
products/boldcreate/gtm-plan.md(prompts, competitors) and_reference/positioning/boldcreate.md(verified facts and the list of unverified claims).Category choice: the checklist's BoldCreate category is "TODO: verify category from the public site". I used "AI coding agents for engineering teams", based on the site's "A ready-made AI development team" and the GTM plan's category keyword. Top competitor: Devin (Cognition), from the GTM plan. P6 is GTM-plan prompt 4 (WebForms to Blazor). Please confirm the category in the checklist so future runs stay comparable.
raw/:
engines.json: engines, the exact prompts used and API cost.results.csv: all 42 rows.answers.json: verbatim excerpts of each answer plus the complete citation lists. Full answer text was not stored; rerun the same prompt if you need it.site-checks.json: the boldcreate.ai facts used to judge accuracy.
No personal data or credentials are stored.
Findings
| ID | Item | Status | Severity | Effort | Recommendation | Checklist |
|---|---|---|---|---|---|---|
| P1-chatgpt | P1 Category: best AI coding agents for engineering teams (ChatGPT)needs approval API: openai/gpt-6.1-terra. BoldCreate not mentioned or cited. Shortlist: GitHub Copilot, Claude Code, Cursor, OpenAI Codex, OpenCode. Citations are vendor docs (github.com, cursor.com, openai.com, opencode.ai) and an arXiv study. | fail | high | L | Publish a category landing page on boldcreate.ai targeting 'AI coding agent for teams' with a clear one-line definition, comparison table and FAQ structured data, and pursue inclusion in third-party 2026 roundups. Needs approval: website change. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P2-chatgpt | P2 Enterprise: best AI coding agent for enterprise/midsize (ChatGPT)needs approval API: openai/gpt-6.1-terra. BoldCreate not mentioned or cited. Recommends GitHub Copilot Business as default; pilots Claude Code, Cursor, Codex. Answer weighs governance, cost per completed task and pilots, which matches BoldCreate's positioning, yet BoldCreate is absent. | fail | high | M | Strengthen https://boldcreate.ai/enterprise with crawlable governance facts (SSO, SCIM, audit log, budgets, model policy, no training on code) and 'cost per merged PR' framing; add an enterprise FAQ. Needs approval: website change. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P4-chatgpt | P4 Alternatives: best alternatives to Devin (ChatGPT)needs approval API: openai/gpt-6.1-terra. BoldCreate not mentioned or cited. Lists OpenAI Codex, Claude Code, GitHub Copilot, Factory Droid, Cursor, OpenHands, Google Jules (winding down). | fail | high | M | Create a 'Devin alternatives for teams' page on boldcreate.ai and pitch BoldCreate to the 'Devin alternatives' roundups that engines cite (for example northflank.com, tembo.io, taskade.com). Needs approval: website change and outreach. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P7-chatgpt | P7 Trust: is BoldCreate secure and compliant (ChatGPT)needs approval API: openai/gpt-6.1-terra. Mentioned (1), cited boldcreate.ai/, privacy policy, docs.boldcreate.ai/security. Wrong: 'Syncfusion says BoldCreate is SOC 2 compliant', citing boldcreate.ai. The homepage, /solutions/security and /pricing make no SOC 2 claim (checked 2026-11-09), and _reference/positioning/boldcreate.md lists compliance attestations as unverified. | fail | high | M | Escalate today to the BoldCreate product marketing lead and COE Team (compliance claim). Confirm with product whether BoldCreate is in scope of Syncfusion's SOC 2 Type 2 report, then publish a trust page stating exactly what is and isn't covered. Needs approval: website change. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P1-gemini | P1 Category: best AI coding agents for engineering teams (Gemini)needs approval API: google/gemini-3.8-flash. BoldCreate not mentioned; no citations returned. Lists Cursor, Windsurf, Devin, Factory, GitHub Copilot, Augment Code, CodeRabbit, Qodo, Aider, Cline/Roo Code. | fail | high | L | Same as P1-chatgpt: category page and third-party roundup inclusion. Needs approval. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P2-gemini | P2 Enterprise: best AI coding agent for enterprise/midsize (Gemini)needs approval API: google/gemini-3.8-flash. BoldCreate not mentioned; no citations returned. Lists GitHub Copilot Enterprise, Cursor, Windsurf/Codeium, Augment Code, Sourcegraph Cody, Devin, Tabnine. | fail | high | M | Same as P2-chatgpt: enterprise page facts and FAQ. Needs approval. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P4-gemini | P4 Alternatives: best alternatives to Devin (Gemini)needs approval API: google/gemini-3.8-flash. BoldCreate not mentioned; no citations returned. Lists OpenHands, SWE-agent, Aider, Cline, Roo Code, Cursor, Windsurf, Replit Agent, GitHub Copilot Workspace. | fail | high | M | Same as P4-chatgpt: Devin alternatives page and roundup outreach. Needs approval. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P5-gemini | P5 Brand facts: what is BoldCreate, licensing, users (Gemini)needs approval API: google/gemini-3.8-flash. Mentioned (1), cited boldcreate.ai and syncfusion.com via grounding redirects. Wrong: 'Offers a 30-day free trial without requiring a credit card'. The pricing page says a card is added at sign-up via Stripe and the first charge happens when the trial ends. Other pricing facts (seats, credits, 10% discount) are correct. | fail | high | S | Add an explicit FAQ entry on https://boldcreate.ai/pricing: 'Do I need a card for the trial? Yes...' with FAQPage structured data. Needs approval: website change. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P7-gemini | P7 Trust: is BoldCreate secure and compliant (Gemini)needs approval API: google/gemini-3.8-flash. Mentioned (1), cited boldcreate.ai, syncfusion.com, bolddesk.com, boldbi.com via grounding redirects. Wrong: claims Syncfusion holds SOC 2 Type 2 'across its cloud services' (implying BoldCreate coverage, unverified), SSO 'via SAML/OAuth' (security page says OAuth 2.0 / OpenID Connect; SAML not named), 'deterministic fallback policies' (security page: no fallback to other providers for restricted data), and SLAs (not published per positioning doc). Also cites sibling-product pages (BoldDesk, Bold BI) as evidence. | fail | high | M | Escalate today with P7-chatgpt. A BoldCreate trust page with verified compliance scope, SSO protocols and the model-fallback policy would give engines a single correct source. Needs approval: website change. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P1-perplexity | P1 Category: best AI coding agents for engineering teams (Perplexity)needs approval API: perplexity/sonar. BoldCreate not mentioned or cited. Lists Claude Code, Cursor, GitHub Copilot, OpenAI Codex, Devin, Windsurf, Aider, OpenCode, Augment Code. Sources are 20 third-party roundups (Gartner, tembo.io, kilo.ai, superblocks.com, northflank.com and others). | fail | high | L | Third-party listings matter most here: request a Gartner Peer Insights / G2 listing and pitch roundup authors. Needs approval: outreach. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P2-perplexity | P2 Enterprise: best AI coding agent for enterprise/midsize (Perplexity)needs approval API: perplexity/sonar. BoldCreate not mentioned or cited. Lists GitHub Copilot Enterprise, OpenAI Codex, Claude Code, Cursor Enterprise, Devin, Superblocks, Amazon Q Developer, Gemini Code Assist, Copilot Studio, Tabnine, Kilo Code, Junie. | fail | high | M | Same as P2-chatgpt plus enterprise-focused roundup outreach. Needs approval. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P3-perplexity | P3 Comparison: BoldCreate vs Devin (Perplexity)needs approval API: perplexity/sonar. Mentioned (position 2), not cited (no boldcreate.ai URL among 27 citations). Wrong: describes BoldCreate as a 'guided, creator-oriented' product 'more creator-focused ... than a background agent' and admits 'no reliable, direct source for BoldCreate'. BoldCreate is an AI development team that delivers pull requests. | fail | high | M | Publish a crawlable BoldCreate vs Devin page (boldcreate.ai/compare/devin or similar) so Perplexity has a direct source. Needs approval: website change. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P4-perplexity | P4 Alternatives: best alternatives to Devin (Perplexity)needs approval API: perplexity/sonar. BoldCreate not mentioned or cited. Lists Claude Code, Cursor, GitHub Copilot, OpenHands, Cline, OpenAI Codex, Bolt.new, Lovable; sources are 19 'Devin alternatives' roundups including g2.com and gartner.com. | fail | high | M | Same as P4-chatgpt; add BoldCreate to the G2 and Gartner 'Devin alternatives' listings. Needs approval. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P5-perplexity | P5 Brand facts: what is BoldCreate, licensing, users (Perplexity)needs approval API: perplexity/sonar. Mentioned (1), cited boldcreate.ai/, /pricing/, /blogs/syncfusion-license, docs. Wrong (licensing): says BoldCreate is 'included for Syncfusion license holders' with free access for up to 100 developers and 5,000 starter credits. That comes from /blogs/syncfusion-license, which now carries a notice that those free plans no longer apply. Search-result titles still show the old 'Code Studio' name ('Code Studio Pricing—Free and Enterprise Plans', 'Code Studio Is Now Included'). | fail | high | S | Retire or rewrite /blogs/syncfusion-license (301 to the pricing page, or noindex) so engines stop quoting the old offer; request recrawl of /pricing, /whats-new, /legal/privacy-policy and /solutions/spec-driven-development so 'Code Studio' titles update. Needs approval: website change. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P1-claude | P1 Category: best AI coding agents for engineering teams (Claude)needs approval API: anthropic/claude-sonnet-5.5. BoldCreate not mentioned or cited. Lists Claude Code, OpenAI Codex, GitHub Copilot, Cursor, Devin, Augment Code, JetBrains Junie, Cline, OpenCode, Amazon Kiro, Google Antigravity. | fail | high | L | Same as P1-chatgpt. Needs approval. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P2-claude | P2 Enterprise: best AI coding agent for enterprise/midsize (Claude)needs approval API: anthropic/claude-sonnet-5.5. BoldCreate not mentioned or cited. Lists GitHub Copilot, Claude Code, OpenAI Codex, Cursor, Devin, Tabnine, Cline Enterprise, Amazon Q Developer. Its buyer checklist (SSO/SCIM, audit logs, model allowlists, no-training commitment, cost per task) maps directly onto BoldCreate features. | fail | high | M | Same as P2-chatgpt. Needs approval. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P4-claude | P4 Alternatives: best alternatives to Devin (Claude)needs approval API: anthropic/claude-sonnet-5.5. BoldCreate not mentioned or cited. Lists OpenAI Codex, GitHub Copilot coding agent, Factory, Google Jules, Claude Code, Cursor, Amp, OpenHands, SWE-agent, Aider, Kilo Code, OpenCode, Goose, Replit Agent. | fail | high | M | Same as P4-chatgpt. Needs approval. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P6-chatgpt | P6 Use case: modernize ASP.NET WebForms to Blazor with AI (ChatGPT)needs approval API: openai/gpt-6.1-terra. BoldCreate not mentioned or cited. Recommends Microsoft's GitHub Copilot upgrade agent; all citations are learn.microsoft.com. | fail | medium | M | Publish a step-by-step WebForms to Blazor guide (HowTo structured data) under https://boldcreate.ai/solutions/legacy-modernization and link to it from Syncfusion's Blazor WebForms migration doc. Needs approval: website change. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P6-gemini | P6 Use case: modernize ASP.NET WebForms to Blazor with AI (Gemini)needs approval API: google/gemini-3.8-flash. BoldCreate not mentioned; no citations returned. Mentions Cursor, Claude Code, Copilot Workspace, .NET Upgrade Assistant, MudBlazor/Radzen. | fail | medium | M | Same as P6-chatgpt: WebForms to Blazor guide on the legacy-modernization page. Needs approval. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P6-perplexity | P6 Use case: modernize ASP.NET WebForms to Blazor with AI (Perplexity)needs approval API: perplexity/sonar. BoldCreate not mentioned or cited. Recommends GitHub Copilot, AWS Transform, Porting Assistant for .NET. It does cite Syncfusion's Blazor WebForms migration doc (blazor.syncfusion.com/documentation/common/migration/webform-to-blazor-migration), which is a ready-made place to link BoldCreate. | fail | medium | S | Add a 'Migrate faster with BoldCreate' section and link on the Syncfusion Blazor WebForms migration doc pointing to the legacy-modernization page. Needs approval: website/docs change. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P6-claude | P6 Use case: modernize ASP.NET WebForms to Blazor with AI (Claude)needs approval API: anthropic/claude-sonnet-5.5. BoldCreate not mentioned or cited. Lists GitHub Copilot modernization, AWS Transform, Claude Code, GAPVelocity, Legacyleap. | fail | medium | M | Same as P6-chatgpt. Needs approval. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P3-chatgpt | P3 Comparison: BoldCreate vs Devin (ChatGPT)needs approval API: openai/gpt-6.1-terra. Mentioned (position 2: leads with Devin for individuals/small teams, BoldCreate for larger teams). Cited boldcreate.ai/pricing/, docs.boldcreate.ai. BoldCreate facts correct ($199/month for 20, usage at cost + 10%). Says BoldCreate's pricing page and some docs describe different plan structures; the cited pricing result carries a stale title 'BoldCreate Pricing—Free and Enterprise Plans'. | warn | medium | M | Publish a BoldCreate vs Devin comparison page aimed at teams; audit docs.boldcreate.ai for retired plan descriptions so pricing is consistent. Needs approval: website change. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P3-gemini | P3 Comparison: BoldCreate vs Devin (Gemini)needs approval API: google/gemini-3.8-flash. Mentioned (position 2 in table order), cited boldcreate.ai and syncfusion.com via Vertex grounding redirects (exact URLs not exposed). BoldCreate facts correct ($199/month for 20 seats, $10/seat after, usage at cost + 10%, BYOK, CLI/desktop/cloud, Syncfusion discount). Details 'spec.md' and '.boldcreate/' are unverified. Devin price stated as ~$500/seat/month (outdated competitor fact, not ours). | warn | medium | M | Covered by the BoldCreate vs Devin comparison page (see P3-chatgpt). Needs approval. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P7-claude | P7 Trust: is BoldCreate secure and compliant (Claude)needs approval API: anthropic/claude-sonnet-5.5. Mentioned (1), cited boldcreate.ai/. Correct and cautious: could not confirm compliance; SOC 2 pages it found name other Bold products, not BoldCreate. Says it found no BoldCreate security page or training policy, although /solutions/security exists and states 'No training on your code', so that page is not being discovered. | warn | medium | S | Covered by the trust page from P7-chatgpt; also link /solutions/security from the homepage footer and docs so engines find it. Needs approval: website change. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P5-claude | P5 Brand facts: what is BoldCreate, licensing, users (Claude)needs approval API: anthropic/claude-sonnet-5.5. Mentioned (1), cited docs.boldcreate.ai and boldcreate.ai/. Facts given are correct, but it 'couldn't find the product's terms of service or its exact pricing tiers', so the pricing page was not surfaced; also cites a personal staging GitHub repo (BoldCreate-Connectors). | warn | low | S | Link /pricing and the terms page prominently from the homepage and docs home; add SoftwareApplication structured data with offers. Needs approval: website change. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P1-ai-overviews | P1 Category (Google AI Overviews) No API for Google AI Overviews (list_engines: check by hand); unattended run. | not-checked | medium | S | Check by hand in a clean Google search this week and add the row. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P2-ai-overviews | P2 Enterprise (Google AI Overviews) No API for Google AI Overviews (list_engines: check by hand); unattended run. | not-checked | medium | S | Check by hand in a clean Google search this week and add the row. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P3-ai-overviews | P3 Comparison (Google AI Overviews) No API for Google AI Overviews (list_engines: check by hand); unattended run. | not-checked | medium | S | Check by hand in a clean Google search this week and add the row. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P4-ai-overviews | P4 Alternatives (Google AI Overviews) No API for Google AI Overviews (list_engines: check by hand); unattended run. | not-checked | medium | S | Check by hand in a clean Google search this week and add the row. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P5-ai-overviews | P5 Brand facts (Google AI Overviews) No API for Google AI Overviews (list_engines: check by hand); unattended run. | not-checked | medium | S | Check by hand in a clean Google search this week and add the row. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P6-ai-overviews | P6 Use case (Google AI Overviews) No API for Google AI Overviews (list_engines: check by hand); unattended run. | not-checked | medium | S | Check by hand in a clean Google search this week and add the row. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P7-ai-overviews | P7 Trust (Google AI Overviews) No API for Google AI Overviews (list_engines: check by hand); unattended run. | not-checked | medium | S | Check by hand in a clean Google search this week and add the row; watch for the SOC 2 claim seen on ChatGPT and Gemini. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P1-copilot | P1 Category (Microsoft Copilot) No public API for Microsoft Copilot consumer answers (list_engines: check by hand); unattended run. | not-checked | medium | S | Check by hand in a clean Copilot session this week and add the row. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P2-copilot | P2 Enterprise (Microsoft Copilot) No public API for Microsoft Copilot consumer answers (list_engines: check by hand); unattended run. | not-checked | medium | S | Check by hand in a clean Copilot session this week and add the row. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P3-copilot | P3 Comparison (Microsoft Copilot) No public API for Microsoft Copilot consumer answers (list_engines: check by hand); unattended run. | not-checked | medium | S | Check by hand in a clean Copilot session this week and add the row. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P4-copilot | P4 Alternatives (Microsoft Copilot) No public API for Microsoft Copilot consumer answers (list_engines: check by hand); unattended run. | not-checked | medium | S | Check by hand in a clean Copilot session this week and add the row. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P5-copilot | P5 Brand facts (Microsoft Copilot) No public API for Microsoft Copilot consumer answers (list_engines: check by hand); unattended run. | not-checked | medium | S | Check by hand in a clean Copilot session this week and add the row. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P6-copilot | P6 Use case (Microsoft Copilot) No public API for Microsoft Copilot consumer answers (list_engines: check by hand); unattended run. | not-checked | medium | S | Check by hand in a clean Copilot session this week and add the row. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P7-copilot | P7 Trust (Microsoft Copilot) No public API for Microsoft Copilot consumer answers (list_engines: check by hand); unattended run. | not-checked | medium | S | Check by hand in a clean Copilot session this week and add the row; watch for the SOC 2 claim seen on ChatGPT and Gemini. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P5-chatgpt | P5 Brand facts: what is BoldCreate, licensing, users (ChatGPT) API: openai/gpt-6.1-terra. Mentioned (1), cited boldcreate.ai/pricing, /company/about-us, docs release notes. Pricing, credits, 30-day trial and 10% license-holder discount (Community excluded) match the live pricing page; correctly notes old free-plan articles are no longer applicable and that Syncfusion customer counts are not BoldCreate adoption. | pass | low | S | No action. Keep the pricing page and about-us page as the canonical sources. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P7-perplexity | P7 Trust: is BoldCreate secure and compliant (Perplexity) API: perplexity/sonar. Mentioned (1), cited boldcreate.ai/, /pricing/, privacy policy. Correct: SSO, SCIM, audit logs, sandboxes and hooks match the site; it attributes 'SOC 2 Type 2 (report on request)' to a Syncfusion platform page and tells buyers to verify that BoldCreate is in scope. It also cites the outdated /blogs/syncfusion-license and 'Code Studio' titles. | pass | low | S | No row-level action; the trust page and stale-content cleanup from P7-chatgpt and P5-perplexity cover the residual risk. | demand-gen/search/ai-answer-monitoring.md#checklist |
| P3-claude | P3 Comparison: BoldCreate vs Devin (Claude) API: anthropic/claude-sonnet-5.5. Mentioned (1), cited boldcreate.ai/ and /pricing/. Correct: AI development team, three approval checkpoints, $199/month for 20, credits at provider cost + 10%, 30-day trial, budgets and audit log. Recommends BoldCreate for teams of about 10-20+. | pass | low | S | No action. | demand-gen/search/ai-answer-monitoring.md#checklist |
Metrics
| Metric | Value | Previous | Change | Period | Dimensions |
|---|---|---|---|---|---|
| AI mention rate (12 of 28 checked answers; 4 of 6 engines) ai.mention_rate | 42.9% | – | – | 2026-10-12 – 2026-11-08 | |
| AI mention rate - ChatGPT (3 of 7) ai.mention_rate | 42.9% | – | – | 2026-10-12 – 2026-11-08 | engine: chatgpt |
| AI mention rate - Gemini (3 of 7) ai.mention_rate | 42.9% | – | – | 2026-10-12 – 2026-11-08 | engine: gemini |
| AI mention rate - Perplexity (3 of 7) ai.mention_rate | 42.9% | – | – | 2026-10-12 – 2026-11-08 | engine: perplexity |
| AI mention rate - Claude (3 of 7) ai.mention_rate | 42.9% | – | – | 2026-10-12 – 2026-11-08 | engine: claude |
| AI mention rate - Google AI Overviews (not checked) ai.mention_rate | – | – | – | 2026-10-12 – 2026-11-08 | engine: ai-overviews |
| AI mention rate - Microsoft Copilot (not checked) ai.mention_rate | – | – | – | 2026-10-12 – 2026-11-08 | engine: copilot |
| AI citation rate (11 of 28 checked answers; 4 of 6 engines) ai.citation_rate | 39.3% | – | – | 2026-10-12 – 2026-11-08 | |
| AI citation rate - ChatGPT (3 of 7) ai.citation_rate | 42.9% | – | – | 2026-10-12 – 2026-11-08 | engine: chatgpt |
| AI citation rate - Gemini (3 of 7) ai.citation_rate | 42.9% | – | – | 2026-10-12 – 2026-11-08 | engine: gemini |
| AI citation rate - Perplexity (2 of 7) ai.citation_rate | 28.6% | – | – | 2026-10-12 – 2026-11-08 | engine: perplexity |
| AI citation rate - Claude (3 of 7) ai.citation_rate | 42.9% | – | – | 2026-10-12 – 2026-11-08 | engine: claude |
| AI citation rate - Google AI Overviews (not checked) ai.citation_rate | – | – | – | 2026-10-12 – 2026-11-08 | engine: ai-overviews |
| AI citation rate - Microsoft Copilot (not checked) ai.citation_rate | – | – | – | 2026-10-12 – 2026-11-08 | engine: copilot |
| Wrong or outdated facts (answers rated Wrong) ai.wrong_facts | 5 | – | – | 2026-10-12 – 2026-11-08 |
Folder: reports/publish/boldcreate/ai-answer-monitoring/20261109-2041_ai-answer-monitoring_boldcreate_de08