AI Shopping Visibility · AEO Audit
Amazon’s AI now decides what gets recommended. Is it recommending you?
Shoppers increasingly ask Amazon’s AI for “the best” — and it names a few products. We teardown your top listings, show you exactly why AI overlooks them, and fix it. Usually in days.
Free teardown · Top 10 listings · No obligation
Ask Amazon’s AI for “the best [your category]” — does it name your product?
Trusted by operators behind
Run by senior, ex-Amazon operators — not junior VAs.
of Amazon searches already answered by AI, projected 25–35% by 2026
of US adults used an AI bot for product research in the last 30 days
in global sales driven by AI chatbots & shopping agents
YoY growth in AI-referred shopping traffic
The offer
A real teardown of why AI overlooks you — and the fixes to change it.
We reverse-engineer how Amazon’s AI reads your top listings, pinpoint every gap costing you recommendations, and hand you a prioritized fix plan. Want it done for you? We ship the rewrite.
The AI Shopping Visibility Audit
- Line-by-line AEO teardown of your top 10 listings — title, bullets, backend attributes, A+, and Q&A.
- Exactly where the AI can’t parse or trust your listing, ranked by revenue impact.
- Noun-phrase and question-answer rewrites tuned for Alexa for Shopping (ex-Rufus / COSMO).
- A prioritized fix plan you can act on immediately — do it yourself or we do it for you.
- Benchmarks against the competitors currently getting recommended in your category.
Verified reviews · Upwork
Rated 5.0 by the clients we’ve worked with.
“Fantastic work! Quick turnaround times and open to feedback. One of the main things I like about working with leadcrunch is they always provide a reasoning behind any action taken.”
“Great at what they do. Helped us work on multiple projects and get it done.”
“We worked with leadcrunch on our Amazon launch strategy for a consumer electronics product. They were incredibly responsive throughout the project.”
Questions
Answers before you book.
Yes. The teardown of your top listings is free and yours to keep, whether or not we work together. It’s a genuine deliverable — not a sales call.
Answer Engine Optimization — writing your listings so Amazon’s AI (now Alexa for Shopping, formerly Rufus) can understand and recommend them. Since the May 2026 change, AI answers a fast-growing share of shopping queries, and listings written for old keyword search get skipped.
Most audits come back within a few business days, with a prioritized fix plan you can act on right away.
Your choice. The audit stands on its own, but most brands have us ship the rewrite and run the ongoing visibility work.
It depends on scope — we’ll walk you through it on the call once we’ve seen your listings. The audit itself costs you nothing.
Free audit
See exactly why AI isn’t recommending you.
Send your top listings. We’ll teardown what’s costing you recommendations and show you the fix — free.
- Free teardown of your top 10 listings
- Prioritized fix plan in ~5 business days
- A real deliverable — not a disguised sales pitch
- No obligation, no retainer required
Free · no obligation
Four quick questions. Then pick a time.
We review your account before the call — so it’s useful from minute one.
Free audit · no obligation · no retainers to start. No pitch decks, no spam.
Free audit · no obligation · no retainers