Get fluent in Launch Plans, Listing Audits, scoring, and AI search readiness — in plain English.
What goes into a Launch Plan, when to run one, and how to use the output. Every section explained — opportunity score, title, bullets, image plan, 30-day action plan.
How we score a live ASIN across SEO, conversion, images, trust, reviews, and AI. What the priority fixes mean and which to ship first.
Amazon's Rufus and COSMO are reshaping how shoppers find products. How to score AI-readiness on your listing — and what specifically to change for the new search.
The 0-100 scoring system, the 6 sub-dimensions, the letter-grade bands (F/D/C/B/A), and what calibration sample we use. Calibrated against real Amazon listings.
A walkthrough of every field in the free preview output — what each score means, what the priority fixes are calibrated against, and how to use it before deciding to upgrade.
Try the free preview →Free preview, no card needed. Reports from $8.26 each.
Everything you need to know about the Listing Audit, Launch Plan, AI scoring methodology, and what AI Search Readiness means for your Amazon business.
LaunchAudit is an AI-powered Amazon listing tool with two products: the Listing Audit for existing ASINs, and the Launch Plan for new products you're about to launch.
Both products use Claude AI (the most capable AI model available) to analyze your listing or product concept and deliver a structured, actionable report — including rewritten copy, a priority fix stack, and a 30-day action plan.
The key difference from other tools: we don't give you suggestions, we give you deliverables. Every report ships with finished copy you can copy and paste directly into Seller Central.
Enter any Amazon ASIN and LaunchAudit fetches your live listing — title, bullets, description, images, price, BSR, and review data — then runs a full AI analysis across six dimensions.
For products that haven't launched yet, the Launch Plan generates everything you need to go live with a listing that's optimized from day one. You provide your product name, description, category, and target keywords — and LaunchAudit builds the full listing plus a structured launch strategy.
Both products offer a free preview before you pay. The free preview is real — it uses actual AI analysis to give you a meaningful sample of what the full report contains.
The free preview is designed to give you a real signal — not a teaser. If your listing scores a 4.2/10, you'll see that before you pay. The paid report tells you exactly how to fix it.
Each report (Listing Audit or Launch Plan) costs one credit. You can buy credits pay-per-use or get them monthly on a subscription.
| Plan | Credits | Price |
|---|---|---|
| Pay-per-report | 1 credit | $25 |
| Starter | 2 credits/mo | $39/mo |
| Seller | 5 credits/mo | $79/mo |
| Brand Owner | 12 credits/mo | $119/mo |
Annual plans: 2 months free. Subscription credits expire at period end. Pay-per-use credits expire 30 days after purchase.
No. For the Listing Audit, just enter any public ASIN. For the Launch Plan, you describe your product concept. No Seller Central access required.
Most reports complete in 4–6 minutes. The free preview is instant. You'll see a live progress bar while your report generates.
Yes. Entering a competitor's ASIN is a great way to identify gaps you can exploit in your own listing or launch plan.
Paid reports use Claude Opus 4.8 (claude-opus-4-8) — Anthropic's most capable model. Free previews use Claude Sonnet. We never downgrade paid reports to a cheaper model.
Focus mode shows the most actionable sections — priority fixes, rewrites, and your 30-day plan. Full mode adds the complete analysis including market intel, competitor benchmark, keyword table, and forecast. Use Focus when you want to act fast; Full when you want the whole picture.
Yes. Every paid report has a Download PDF button. Reports are also saved to your dashboard and accessible anytime.
If our system fails to generate a Launch Plan or Listing Audit — for example, Amazon blocks the listing fetch or an AI step times out after retries — your credit is automatically refunded to your account, usually within seconds. You'll see the updated balance in your dashboard. No support ticket needed.
If your credit isn't restored within 5 minutes, email support@launchaudit.ai with the report you tried to run and we'll restore it manually as soon as possible. (Refund requests are logged so we can spot abuse, but legitimate failures are always honored — no questions asked.)
Send it. We read everything. Email support@launchaudit.ai or just reply to any LaunchAudit email.
Here's the deal: if your feedback meaningfully helps us — sharp critique, feature idea we ship, workflow gap we missed, an edge-case bug, or a perspective we hadn't considered — we'll drop a free credit into your account as a thank-you. Negative feedback is welcome (often the most useful). Brutal-but-fair is welcomed harder. We're built by sellers, for sellers, and the only way LaunchAudit gets better is hearing what's not working from the people running real listings.
Run a free Listing Audit or Launch Plan preview. No credit card required.
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