From 5b6867af165feff1801ee698181db47ab0c31d1c Mon Sep 17 00:00:00 2001 From: Kelly Morgan <286159567+sidekickjanet@users.noreply.github.com> Date: Fri, 2 Oct 2026 16:05:31 +0000 Subject: [PATCH 1/4] Add BotSee AI visibility tool --- tool-submitters.json | 1 + tools/botsee.md | 54 ++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 55 insertions(+) create mode 100644 tools/botsee.md diff --git a/tool-submitters.json b/tool-submitters.json index 75b8be2..e4be3eb 100644 --- a/tool-submitters.json +++ b/tool-submitters.json @@ -10,6 +10,7 @@ "agentseo": "foo-bender", "alook": "LindsayLiu777", "arrow-js": "bradvin", + "botsee": "sidekickjanet", "browser-use": "bradvin", "browserbase": "bradvin", "browsertrace": "aaronlab", diff --git a/tools/botsee.md b/tools/botsee.md new file mode 100644 index 0000000..fb92b65 --- /dev/null +++ b/tools/botsee.md @@ -0,0 +1,54 @@ +--- +slug: "botsee" +name: "BotSee" +description: "Agent-native API and CLI for repeatable AI-search visibility analysis" +seoTitle: "BotSee: AI Visibility Measurement for Agent Workflows" +seoDescription: "BotSee lets agent workflows run structured AI-search visibility analyses and retrieve competitors, keywords, cited sources, and raw responses for review." +agentSummary: "BotSee provides a Claude Code plugin and a direct Python CLI for Codex and comparable agents. An agent can define a site, customer types, personas, and questions; run an analysis; and retrieve structured competitor, keyword, source, and raw-response data for review." +category: "marketing-seo" +tags: + - "ai-visibility" + - "marketing" + - "seo" + - "research" + - "cli" +websiteUrl: "https://botsee.io" +githubUrl: "https://github.com/RivalSee/botsee-skill" +pricing: "paid" +classification: "agent-native" +entityType: "web-api" +developerName: "BotSee" +docsUrl: "https://botsee.io/docs" +interfaces: + - "REST API" + - "Claude Code plugin" + - "Python CLI" +deploymentModes: + - "hosted" +evidenceSources: + - title: "BotSee API documentation" + url: "https://botsee.io/docs" + claim: "BotSee documents a Claude Code plugin, a direct Python CLI for Codex and other agents, and commands to configure a site, run analyses, and retrieve structured results." + accessedAt: "2026-10-02" + sourceType: "official-documentation" + - title: "BotSee Claude Code plugin README" + url: "https://github.com/RivalSee/botsee-skill" + claim: "The maintained BotSee plugin describes structured AI-search data for competitors, keywords, sources, and raw responses, with installation paths for Claude Code and other coding-agent platforms." + accessedAt: "2026-10-02" + sourceType: "official-repository" +verificationLevel: "documentation-reviewed" +classificationRationaleMd: "Agents are first-class participants in the documented plugin and CLI workflow: they configure a buyer-question benchmark, trigger an analysis, and retrieve the resulting records programmatically." +inclusionRationaleMd: "The product provides a substantive, documented measurement workflow for agent-led marketing and AI-search research rather than a generic API wrapper." +bestForMd: "Technical marketers and agent builders who need a repeatable, reviewable AI-search visibility benchmark instead of manual prompting and spreadsheet collection." +notBestForMd: "Teams seeking a conventional SEO suite, a passive real-time monitoring feed, or an autonomous publishing system." +limitationsMd: "Analyses consume credits and results reflect the configured questions, personas, and providers; review the returned source and response records before making marketing decisions." +unknownsMd: "No independent benchmark of accuracy, coverage, or cross-provider repeatability was reviewed for this listing." +--- + +BotSee is a hosted AI-visibility measurement tool with a Claude Code plugin and direct Python CLI for coding-agent workflows. It uses a repeatable site, customer-type, persona, and question structure, then returns structured data about competitors, keywords, cited sources, and AI responses. + +## So agents can... + +- build a defined buyer-question benchmark before running AI-search research +- run an analysis through the documented plugin or CLI and retrieve structured records +- inspect competitor mentions, keyword signals, cited sources, and raw responses before recommending a content or distribution action From acf251af2fa0b664ba7a1b69629b8c7776a6b3cc Mon Sep 17 00:00:00 2001 From: sidekickjanet <286159567+sidekickjanet@users.noreply.github.com> Date: Wed, 7 Oct 2026 21:29:05 +0000 Subject: [PATCH 2/4] fix: clarify BotSee hosted scope and privacy constraints --- tools/botsee.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/tools/botsee.md b/tools/botsee.md index fb92b65..7eb740e 100644 --- a/tools/botsee.md +++ b/tools/botsee.md @@ -13,7 +13,6 @@ tags: - "research" - "cli" websiteUrl: "https://botsee.io" -githubUrl: "https://github.com/RivalSee/botsee-skill" pricing: "paid" classification: "agent-native" entityType: "web-api" @@ -33,7 +32,7 @@ evidenceSources: sourceType: "official-documentation" - title: "BotSee Claude Code plugin README" url: "https://github.com/RivalSee/botsee-skill" - claim: "The maintained BotSee plugin describes structured AI-search data for competitors, keywords, sources, and raw responses, with installation paths for Claude Code and other coding-agent platforms." + claim: "This public repository implements the CLI/plugin client and documents structured competitors, keywords, sources, and raw responses. Its MIT license covers the client, not the private hosted analysis backend." accessedAt: "2026-10-02" sourceType: "official-repository" verificationLevel: "documentation-reviewed" @@ -41,7 +40,7 @@ classificationRationaleMd: "Agents are first-class participants in the documente inclusionRationaleMd: "The product provides a substantive, documented measurement workflow for agent-led marketing and AI-search research rather than a generic API wrapper." bestForMd: "Technical marketers and agent builders who need a repeatable, reviewable AI-search visibility benchmark instead of manual prompting and spreadsheet collection." notBestForMd: "Teams seeking a conventional SEO suite, a passive real-time monitoring feed, or an autonomous publishing system." -limitationsMd: "Analyses consume credits and results reflect the configured questions, personas, and providers; review the returned source and response records before making marketing decisions." +limitationsMd: "Analyses consume credits and results reflect the configured questions, personas, and providers; review returned evidence before making marketing decisions. The privacy policy states that brand information, questions, and descriptions are shared with third-party AI services. Free results are public; paid results default to public unless made private through account settings. Account data is retained indefinitely while active; analytics data is retained indefinitely but may be replaced when analyses are regenerated. Deletion requests are handled within 30 days. The policy promises encryption in transit, not end-to-end encryption or a verified encryption-at-rest guarantee. See https://botsee.io/privacy." unknownsMd: "No independent benchmark of accuracy, coverage, or cross-provider repeatability was reviewed for this listing." --- From 98202d092631464d7bbe2e6fa929fdc0d17c5ca9 Mon Sep 17 00:00:00 2001 From: foo-bender <259108858+foo-bender@users.noreply.github.com> Date: Thu, 8 Oct 2026 07:05:19 +0100 Subject: [PATCH 3/4] docs: review BotSee metadata --- tools/botsee.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/tools/botsee.md b/tools/botsee.md index 7eb740e..db9acdb 100644 --- a/tools/botsee.md +++ b/tools/botsee.md @@ -6,6 +6,8 @@ seoTitle: "BotSee: AI Visibility Measurement for Agent Workflows" seoDescription: "BotSee lets agent workflows run structured AI-search visibility analyses and retrieve competitors, keywords, cited sources, and raw responses for review." agentSummary: "BotSee provides a Claude Code plugin and a direct Python CLI for Codex and comparable agents. An agent can define a site, customer types, personas, and questions; run an analysis; and retrieve structured competitor, keyword, source, and raw-response data for review." category: "marketing-seo" +reviewedBy: "foo-bender" +reviewedAt: "2026-10-08" tags: - "ai-visibility" - "marketing" From 632951a531aff07e8fce89e7f9cfae31cf0e5b72 Mon Sep 17 00:00:00 2001 From: foo-bender <259108858+foo-bender@users.noreply.github.com> Date: Thu, 8 Oct 2026 18:10:19 +0100 Subject: [PATCH 4/4] fix: canonicalize tool submitter ordering --- tool-submitters.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/tool-submitters.json b/tool-submitters.json index c124684..726babb 100644 --- a/tool-submitters.json +++ b/tool-submitters.json @@ -11,8 +11,8 @@ "agentseo": "foo-bender", "alook": "LindsayLiu777", "arrow-js": "bradvin", - "botsee": "sidekickjanet", "artifact-council": "aniripsaretro-max", + "botsee": "sidekickjanet", "browser-use": "bradvin", "browserbase": "bradvin", "browsertrace": "aaronlab",