The era of keyword-stuffed listings is over. With 250 million shoppers using Rufus, Amazon’s AI-driven discovery is here. Helix is the first AI Listing Engineering platform built for it.
Transform your product details into structured, AI-readable listings designed for maximum discovery & sales. Results in minutes.
Enter code FOUNDERS-OFFER at checkout for 50% OFF. Ends April 5.
Not sure where you stand? Start with a free AI Readiness Report — no payment, just your ASIN.
Sessions declining for no obvious reason? The cause is almost certainly structural — your listing wasn't built for how Amazon's algorithm works now. For $30, the Transformation Service closes that gap completely: deep niche research, semantic mapping against all 15 COSMO relationship types, engineered copy, before-and-after scoring, image analysis, and the full Helix™ framework applied to your listing. Most sellers start with their top ASIN — then come back for more.
Amazon's discovery engine now relies on COSMO — an AI-powered system that evaluates listings through 15 semantic relationships — and Rufus, the shopping assistant used by over 250 million shoppers. Listings built for the keyword era are missing the relationships and buyer question coverage these systems need. Here's what that looks like in practice.
COSMO maps who your product is for. Most keyword-era listings never specify an audience — "great for everyone" tells COSMO nothing. Result: Rufus can't recommend your product when shoppers ask "best [product] for [specific audience]."
COSMO evaluates how your product fits its category — what it pairs with, what it replaces, where it sits relative to alternatives. Without these relationships established, COSMO has no basis to surface your listing when shoppers ask "what's a good alternative to [competitor]" or "how does [product] compare to [product]."
COSMO maps when, where, and in what situations your product is used. Keyword-era bullets list features without connecting them to real-world use cases, time contexts, or complementary products. Rufus can't recommend your product for situational queries like "best [product] for camping" or "what do I need for [activity]."
Rufus generates specific buyer questions for every product category — material details, size specifics, care instructions, compatibility, and more. If your listing can't answer them, Rufus will surface a competitor's listing that can.
Across 5,000+ Readiness Reports, a consistent pattern has emerged: most listings score higher on Rufus Q&A Coverage (bullet points naturally answer many product questions) than on COSMO Semantic Mapping. The most commonly missing relationships are target audience, event/occasion context, complementary products, and location context. These are the discovery pathways keyword-era optimization was never designed to address — and where the biggest visibility gains come from.
Listing Engineering is the process by which Helix – ZonGuru’s intelligent AI engine – transforms your product truth into structured Amazon listings designed to maximize discoverability and shopper conversion.
This is not AI-generated copywriting. It's not a rewrite tool that runs your listing through a prompt. The service applies ZonGuru's Helix framework — deep research, competitive positioning, structured semantic mapping vs. COSMO's 15 relationship types, and guided validation with you to ensure brand voice, product accuracy, and positioning are right.
Currently supports Amazon US and Amazon UK marketplaces. Additional marketplace support in development.
The longer your listing stays structured for keywords, the more ground you lose to competitors who've already re-engineered for COSMO. Transformation starts at $30 per ASIN — research, semantic mapping, engineered copy, scoring, and publish-ready listing copy.
Results are ready within minutes from ASIN submission.
Watch how the Helix framework takes a keyword-era listing and engineers it into structured product knowledge.
For brand owners who want organic visibility to compound — without increasing ad spend.
For agencies who need a repeatable, scoreable listing methodology across client portfolios.
For sellers launching new products who want to build for COSMO from day one.
Tracked listing transformations consistently show increases in organic sessions and conversion rates following upload. Performance improvements compound over time as COSMO's AI systems encounter and re-evaluate the restructured listing content.
They each solve part of the problem. None of them solve the whole thing.
Every transformation applies the full Helix™ framework — deep research, COSMO semantic mapping, engineered listing copy,
before/after readiness scoring, image carousel analysis, guided validation, and publish-ready copy.
The full Helix framework applied to your most important listing. Most sellers start here — then come back for more. Includes deep research, semantic mapping, engineered copy, before/after scoring, image analysis, validation, and publish-ready copy.
Purchase credit packs and save 10–20% per transformation. Use credits across any ASINs, any time. Ideal for product lines, seasonal refreshes, or testing across your catalog.
100+ credits at the best per-ASIN rates. For agencies and multi-brand portfolios managing large catalogs. Custom onboarding available, plus the option for scheduled re-evaluation as your competitive landscape evolves.
Not ready? Start with a free COSMO/Rufus AI Readiness Report — no payment required.
Every transformation includes a guided validation where you review your brand and product details before the process is finalized. You provide your brand guidelines, positioning, and differentiators during intake. The output is engineered to be persuasive to shoppers and interpretable by COSMO — but it's your voice, not a template.
You receive: deep niche and competitive research, COSMO Semantic Mapping against all important relationship types, engineered title/bullets/description, before-and-after readiness scoring, image carousel analysis with specific recommendations, guided brand validation, and your transformed copy ready to publish — copy from the Helix app or export as a formatted CSV for Seller Central. It's the full Helix™ framework applied to your listing.
The full analysis and transformation is typically completed within minutes for a single ASIN submission.
AI writers generate fluent copy from prompts or product data. But fluent text isn't structured product knowledge. AI writers don't research your competitive landscape, don't map content against COSMO's 15 relationship types, don't identify which semantic gaps are costing you visibility, and don't validate for brand accuracy. The result may read well — but reading well and being interpretable by COSMO's semantic evaluation are two different things.
Yes. Volume credit packs are available from $44/ASIN (10–25% savings), and enterprise pricing starts at $30/ASIN for 100+ credits. Enterprise accounts include custom onboarding and the option for scheduled re-evaluation as your competitive landscape evolves.
This is the most common concern — and the data addresses it. Tracked transformations consistently show increases in organic sessions and conversion rates after upload. COSMO evaluates listing content within weeks, so improvements compound as the AI re-evaluates the restructured content. Your before-and-after scoring gives you measurable proof of improvement before you upload anything.
The brands closing their gaps now are compounding visibility as AI-mediated discovery expands. The ones that wait are falling further behind — and most don't know it.
Not ready? Start with a free COSMO/Rufus AI Readiness Report — no payment required.
