shoptank

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1. 11/2/2026

   Updated: best for, features, free plan, limitations, plans, platforms, sources, summary, use cases, walkthrough

   See recorded changes

   bestFor

   Before: []

   After: ["Ecommerce brands wanting to monitor and improve AI recommendation visibility.","Teams and agencies managing multiple domains and requiring detailed AI visibility analytics."]

   features

   Before: []

   After: ["Tracks buyer queries across AI engines and shows brand ranking.","Provides actionable cards with suggested moves and ready drafts for every cited source.","Tracks competitors that appear in AI answers and offers reports on how to outrank them.","Optimizes content and structured data to improve AI agent matching.","Measures AI-attributed revenue and orders by source."]

   freePlan

   Before: "Not recorded"

   After: true

   limitations

   Before: ["The tool depends on the data AI agents read, so incomplete or incorrect structured data or content can limit visibility."]

   After: ["Does not post replies or pitches on forums or Reddit; drafts are provided for user posting.","Currently supports ChatGPT and Claude; Perplexity and other AI engines are planned but not yet supported."]

   plans

   Before: []

   After: [{"name":"Free","note":"Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":0,"monthly":0,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false},{"name":"Starter","note":"Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":null,"monthly":29,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false},{"name":"Growth","note":"Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":null,"monthly":99,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false},{"name":"Scale","note":"Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":null,"monthly":299,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false},{"name":"Agency","note":"Automatically extracted from the linked pricing source. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":null,"monthly":799,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":false,"seatsConfirmed":false}]

   platforms

   Before: []

   After: ["Works for any brand on any website; offers native Shopify product catalog tracking."]

   sources

   Before: [{"url":"https://shoptank.io/","label":"Shoptank - See where your brand ranks in AI answers"}]

   After: [{"url":"https://shoptank.io/","label":"Shoptank - See where your brand ranks in AI answers"},{"url":"https://shoptank.io/pricing","label":"AI Visibility Pricing | Shoptank"}]

   summary

   Before: "Shoptank is a tool that tracks how AI recommendation engines like ChatGPT, Claude, and Perplexity mention your brand compared to competitors. It provides actionable insights by showing which queries your brand is cited in, who beats you, and suggests specific actions to improve your AI visibility and revenue."

   After: "Shoptank is a SaaS platform that tracks AI visibility for ecommerce brands by monitoring which brands AI assistants like ChatGPT and Claude recommend in response to buyer queries. It identifies competitors cited instead of your brand, provides actionable insights with drafted fixes, and measures the impact on AI-driven traffic and revenue."

   useCases

   Before: []

   After: ["Improving ecommerce brand visibility in AI assistant recommendations."]

   walkthrough

   Before: []

   After: ["Track buyer queries to see where competitors win.","Use actionable cards with suggested moves and drafts to improve cited sources.","Monitor rank improvements and AI-driven orders to prove effectiveness."]

2. 9/14/2026

   Updated: best for, limitations, summary, use cases

   See recorded changes

   bestFor

   Before: ["Shopify brands, as Shoptank reads product catalogs natively from Shopify feeds."]

   After: []

   limitations

   Before: []

   After: ["The tool depends on the data AI agents read, so incomplete or incorrect structured data or content can limit visibility."]

   summary

   Before: "Shoptank is a tool that tracks how AI recommendation engines like ChatGPT, Claude, and Perplexity mention your brand compared to competitors. It provides actionable insights by showing which queries your brand is cited in, who beats you, and suggests specific content improvements to increase AI visibility and revenue."

   After: "Shoptank is a tool that tracks how AI recommendation engines like ChatGPT, Claude, and Perplexity mention your brand compared to competitors. It provides actionable insights by showing which queries your brand is cited in, who beats you, and suggests specific actions to improve your AI visibility and revenue."

   useCases

   Before: ["Tracking AI visibility of your brand and competitors in buyer queries.","Improving brand content and data to increase AI recommendations and revenue."]

   After: []