BotScope - 2026 Pricing, Features, Reviews & Alternatives

BotScope is a cloud-based brand visibility measurement platform that tracks how generative AI models describe, recommend, and cite a brand. Configured watchlists of queries run daily against major AI providers, including ChatGPT, Claude, Gemini, Google AI Overviews, Microsoft Copilot, and Perplexity. Full responses and citations are captured and scored across four structured layers: entity recognition (L1), knowledge depth (L2), recommendation presence (L3), and URL citation (L4). Results are aggregated using medians across multiple runs, models, and prompts to account for the non-deterministic nature of AI outputs, and surfaced in a unified web dashboard accessible at app.botscope.ai.

The platform covers a broad feature set suited to marketing teams, agencies, and solo founders. Gap reports flag missing facts, incorrect figures, outdated positioning, and misattributed competitors, each linked to the exact AI response that surfaced the issue. Competitor delta tracking compares L1-L4 scores per query, per layer, and per model on a week-over-week basis. Citation tracing captures and deduplicates cited URLs, graphs the citation web, and identifies which competitor pages out-cite the tracked brand. Sentiment and claim drift detection surfaces tone and proof-point changes with old and new claims shown side by side and timestamped. Additional capabilities include ChatGPT shopping carousel capture, sponsored ad placement tracking, per-product AI recommendation tracking with backfilled history, market-wide research studies, prompt tagging and grouping, chart annotations, and configurable market-level scanning by country.

Data is accessible beyond the dashboard via a read-only REST API covering all metrics, including raw responses, L1-L4 scores, share of voice, carousel data, and ad placements. A hosted Model Context Protocol (MCP) server exposes the same data as tools, allowing AI assistants such as Claude to query visibility metrics directly. Agencies are supported through white-label PDF exports, read-only share links, and embeddable live charts. Notifications cover scan completion, credit limit proximity, and new AI model releases. A free one-off scan, requiring no account, delivers a scored L1-L4 report by email within minutes.