four ranking sites answer different questions about visibility, product cards, and coding-model adoption. Each one gives a reader a concrete surface to inspect, from cited answers to a ranked board.
This edition
These products turn public signals into rankings you can read, compare, and use.
CiteRank
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CiteRank checks whether ChatGPT, Perplexity, Google AI Overviews, Gemini, and Claude cite your product for defined buyer questions. Founders and product marketers get repeated answers, citation sources, and an AI visibility report. |
OutRip
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OutRip lets product owners rip collectible cards for a product, then uses the single best card's rating for its leaderboard position. You get the cards, their ratings, and a public ranking for the product you submit. |
ToolDrift
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ToolDrift shows which coding models tracked coding tools are running, ranked by adoption and recounted every night. Developers get a board of tools and models, the scoring method, change history, and raw usage data. |
Multiple shipped products, taken apart, few times a week. What each one does, what it cost to build, what the pipeline behind it looks like, and what the numbers did, read off the repository and the live site, not written from memory. Join the list.
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