Marketing & SEO
402registry
Probes a website the way AI crawlers fetch it, sending GPTBot, ClaudeBot and other crawler user-agents, and keeps a registry of dated verdicts.
BotSee
Agent-nativePaidBotSee 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.
Agent-native API and CLI for repeatable AI-search visibility analysis
Overview
About BotSee
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
Listing decision
Why BotSee is listed
The product provides a substantive, documented measurement workflow for agent-led marketing and AI-search research rather than a generic API wrapper.
Before you choose
Fit and limitations
Best for
Technical marketers and agent builders who need a repeatable, reviewable AI-search visibility benchmark instead of manual prompting and spreadsheet collection.
Not best for
Teams seeking a conventional SEO suite, a passive real-time monitoring feed, or an autonomous publishing system.
Known limitations
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.
Not yet verified
No independent benchmark of accuracy, coverage, or cross-provider repeatability was reviewed for this listing.
Sources
Sources and verification
First-party unless marked otherwise. Each link supports only its adjacent claim.
- BotSee API documentation
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.
official documentation · accessed Oct 2, 2026 - BotSee Claude Code plugin README
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.
official repository · accessed Oct 2, 2026
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