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Find competitors, trace how they grew, watch what they ship — plus your Search Console.
Validate startup ideas with real people asking for them, each quote linked to its source.
Verified data on 8,000+ AI tools for any AI assistant: live status, pricing reality, user sentiment, viability, and alternatives, every answer carries a last-verified date. Free, read-only, no auth.
Track app-store keyword rankings, rank history, listing metadata, engagement, reviews, and competitors across the iOS App Store, macOS App Store, Google Play, and Microsoft Store.
Validate startup ideas with behavioral evidence — not opinion. Demand Discovery AI™ is a sales-agent MCP that answers founders' questions about the validation framework, the four data-signal categories (Search & attention, Conversation & pain, Adoption & spend, Capital & hiring), the Demand Score™, and the Build/Pivot/Kill verdict™. Includes 7 tools: ask a free-form question, get the validation framework, get product details, explain demand signals, compare validation approaches, get data-source
raumnebenan.de is a resource hub focused on actionable product thinking for product owners, product designers, business analysts, product managers, agile coaches, and user researchers. The site provides clear, structured guides and tools to help teams understand users, identify opportunities, validate ideas, and deliver products that create real user and business value.
Score a meetup topic, place a speaker on the right stage, price community reach. ELC data.
App Store and Google Play ASO intelligence for AI agents. Search keyword opportunities and access your own tracked listings, rankings, review insights, and growth plans.
Compare software: verified pricing with its source and date, and ranked alternatives.
Leadership-ratio benchmark, partnership ROI builder, community-launch readiness test. ELC data.
Audit any App Store or Google Play listing: measured ranks, keyword gaps, draft copy. Read-only.
Understand how AI platforms represent their brand, identify visibility gaps and growth opportunities.
Run AI market research: synthetic customer panels for concept testing, message testing, segments.
A directory of product launch platforms: where your product qualifies and how each form is filled.
Access to your Apple App Store and Google Play Store rankings, competitors and chart moves.
Turn agent intent into physical parts: engineering review, measured geometry, calibrated pricing.
Wearable tech roadmaps: Apple, Meta, Samsung, Google, Oura. Claims, timelines, analysis.
Real-time product data, semantic search and more from dm-drogerie markt, Europe's leading drugstore.
Search builder roles - jobs where one person owns engineering, product, and QA end-to-end.
Appbot has analysed App Store and Google Play reviews for over a decade, across every category and language. The AI behind this connector is trained on our corpus of 400M+ real reviews. Connect your App Store and Google Play apps, and Claude queries your review data directly instead of working from raw text. MCP access is included on Appbot's Large and Premium plans.