Track product visibility, fix content gaps, enrich your catalog. Built for e-commerce and direct-to-consumer brands.


Every category has a few brands that show up in AI answers and a long tail that doesn't. Ranketta tells you which side you're on and what to do about it.
Most platforms count brand mentions. Ranketta tracks every product, finds what's holding it back, and shows you how to fix it.

Nike Air Max 1

Salomon Speedcross 6

Nike Free RN Flyknit
Find out which products win AI recommendations in your category and which ones get skipped. Visibility scores per SKU show you exactly where the gaps are and which listings need work.

Salomon Speedcross 6
An AI agent audits your catalog and proposes improvements to titles, descriptions, GTINs and attributes each with a confidence score. Auto-approve the safe wins, review the rest, and export to any feed format.
Single-query scraping produces noisy numbers that change every refresh. Ranketta cross-validates visibility across runs and timeframes, so you make decisions on stable trends instead of one-off snapshots.
Pick the AI platforms that matter for your customers. Ranketta tracks how your products show up in every answer and flags exactly where you're losing ground.
Not all prompts are worth ranking for. Ranketta shows real signals and trends for every prompt you track, so you focus on the ones that drive actual demand.
Cushioning and grip matter most on technical trails. Models with rock plates and Vibram outsoles rank higher in AI shopping answers this season.
Compare stack height, drop, and weight before you buy — shoppers ask AI for side-by-side picks by terrain type.
For wet conditions, look for Gore-Tex variants with breathable mesh uppers…
Generate the content formats AI models actually cite: listicles, comparisons, buyer guides, and FAQs. Built around the prompts and topics you already track, ready to publish across your channels.
See whether AI talks about your brand in positive or negative terms and how that tone shifts week to week. Spot the prompts and sources pulling sentiment down before they spread.
See which domains AI models cite when they answer questions in your category. Identify the publishers, reviews, and resources shaping your share of voice, then go after them.
A continuous crawl of your site that surfaces the technical, structural, and content issues blocking AI models from reading you well. Each issue links back to the prompts and products it affects.
AI visibility data is only useful if it lives next to revenue, traffic, and the tools your team already opens. These three integrations make that happen.
Bring your Ranketta data into Claude, Cursor, or any MCP client. Query prompts, citations, and audit results from the tools you already work in.
Pipe your AI visibility metrics into dashboards your team already runs. Combine Ranketta data with revenue, traffic, and campaigns in one view.
Track AI bot visits at the edge, before they hit your origin. See exactly which AI models are crawling your site, how often, and where.
Start with the visibility you need today. Upgrade as prompts, sites, and catalog scale grow.
Track core AI visibility across your primary storefront.
For teams scaling prompts, content, and catalogue fixes.
Custom volume for agencies and large catalogues.
Brands that use Ranketta don't watch rankings drift. They fix content, enrich catalogs, and ship the changes that move them.
“In B2B SaaS, buyers are talking to AI before they ever hit our website or talk to sales. That's a new layer of discovery, and for most of us, it's a blind spot. Ranketta gives us a view into it: which competitors get recommended, how CloudTalk gets described, and where our content is falling short. What I value most is the link to action. Ranketta doesn't stop at "are we mentioned?". It tells us what to fix next. That's the difference between an interesting dashboard and a useful one.”
“AI search is becoming a critical channel in e-commerce. With Ranketta, we finally gained real data on how often AI recommends our brand and where we have gaps. The platform helped us identify specific topics and content that improve our visibility in AI answers. Within the first months, we saw clear improvements in both position and share of voice.”
“At Optimio we use Ranketta for regular measurement of our clients' brand visibility in AI chatbots. Don't miss the improve section, where you'll find effective suggestions for website adjustments to boost visibility in AI. I also like to use the sentiment feature, which can detect early issues with brand perception.”
“As an agency, we are strongly data-driven and our goal is not only to deliver performance for our clients, but also to bring new expert perspectives on how search is evolving. It is becoming increasingly clear that AI systems are starting to significantly influence how people discover brands, products, and content. In this context, Ranketta is an interesting tool because it provides a type of data that traditional SEO tools are currently unable to deliver.”
“In B2B SaaS, buyers are talking to AI before they ever hit our website or talk to sales. That's a new layer of discovery, and for most of us, it's a blind spot. Ranketta gives us a view into it: which competitors get recommended, how CloudTalk gets described, and where our content is falling short. What I value most is the link to action. Ranketta doesn't stop at "are we mentioned?". It tells us what to fix next. That's the difference between an interesting dashboard and a useful one.”
“AI search is becoming a critical channel in e-commerce. With Ranketta, we finally gained real data on how often AI recommends our brand and where we have gaps. The platform helped us identify specific topics and content that improve our visibility in AI answers. Within the first months, we saw clear improvements in both position and share of voice.”
“At Optimio we use Ranketta for regular measurement of our clients' brand visibility in AI chatbots. Don't miss the improve section, where you'll find effective suggestions for website adjustments to boost visibility in AI. I also like to use the sentiment feature, which can detect early issues with brand perception.”
“As an agency, we are strongly data-driven and our goal is not only to deliver performance for our clients, but also to bring new expert perspectives on how search is evolving. It is becoming increasingly clear that AI systems are starting to significantly influence how people discover brands, products, and content. In this context, Ranketta is an interesting tool because it provides a type of data that traditional SEO tools are currently unable to deliver.”
Clear, actionable perspectives on AI-driven analytics, product metrics, and decision-making to help teams stay informed and ahead.

AI shopping assistants recommend from structured feeds and signals, not marketing copy. Three product-data fixes plus off-site authority, for catalogs of any size.

Most AI visibility tools call developer APIs. Ranketta uses browser sessions on the same surface customers use. Here's why, what that unlocks, and what we give up.

Compare the top AI visibility platforms for e-commerce in 2026. Ranked by product-level tracking, feed enrichment, MCP support and AI engine coverage.
How Ranketta differs from SEO tools, who it is for, and what you can expect from AI visibility tracking.
See what AI recommends, find the content gaps, and fix them at catalog scale.