Product link analysis

Paste a product link. Get the launch plan.

LaunchProof reads the page, checks the visible signals, estimates the economics, forecasts the risk window, then gives you the actions to take next.

No more blind tests.Most bad products reveal themselves before ads. This check is designed to save your next $100–$500 mistake.

Check a product

Paste a public product page. If Amazon blocks it, use the Shopify, AliExpress, CJ, supplier, or competitor product link instead.

If the page is unreadable, you still get a safe next step instead of a dead error.

Sample action plan
Product preview
example-store.comMini Portable Car Vacuum

A compact vacuum positioned for fast car cleanups after school runs, commutes and pet rides.

DecisionTest carefully
Score74
Potential wasted spend avoided$110.00

The product has a visual angle, but the page must beat generic copycats before spend increases.

Break-even CPA$22.59
Gross margin57%
Profit / order$22.59
Page proof75/100
Offer fix

Sell 1 for $39.99 or 2 for $59. Add “family car cleanup kit” as the bundle name.

Page fix

Above the fold: before/after GIF, 3 bullets, shipping time, one real review, and “fits glovebox” proof.

Creative brief

12 seconds: show mess → one-pass cleanup → clean cup holder → bundle offer. No talking-head needed.

Kill rule

Kill if CPA is above $22.59 after 8 orders or $180 spend. Do not “hope scale” it.

Price foundProduct image foundBenefit copy is clearReviews still needed
Operating planShopify edits, CRM flows, creative scripts, test budget rules and a 7-day sprint generated from one product link.
Forecast edgeWhat the next 7–14 days may look like
Demand trendUnproven but testable
Opportunity window14 days
CPA forecast$17.60–$29.80
SaturationModerate copycat pressure
ConfidenceMedium once Shopify/ad history is connected
Scale readinessFix bottlenecks before scaling

Forecast layer improves as product checks, Shopify events, ad metrics and competitor snapshots accumulate over time.

Opportunity mapWhere the edge is hiding
Offer upside · High

Turn it into a family car cleanup kit and push 2-pack value.

Creative edge · High

Own before/after car mess content, not product shots.

Conversion lift · Medium

Add real car interior proof and shipping clarity above the fold.

CRM recovery · Medium

Recover carts with proof, objection handling and bundle reminder.

After the reportTasks you can push into your workflow
Shopify · TodayUpdate product hero

Replace supplier hero with before/after GIF and 3 proof bullets.

Shopify · TodayCreate bundle offer

Add 2-pack quantity break before increasing ad spend.

Ads/Creative · Next 24hProduce UGC test pack

Create 3 hooks around mess-free car cleanup in 60 seconds.

CRM/Email · Before scalingAdd recovery flow

Send objection-handling email/SMS for abandoned carts.

Automation planWhat should happen automatically next
Report saved

Create Shopify tasks for hero, bundle and proof edits.

Creative brief approved

Generate 3 UGC scripts for creator handoff.

Add-to-cart no purchase

Create abandoned-cart sequence around proof and shipping clarity.

CPA below break-even

Flag for scale review and duplicate winning creative angle.

7-day sprintYour launch week, already planned
Day 1

Fix offer and above-the-fold product proof.

Day 2

Produce 3 UGC creatives from before/after angle.

Day 3

Launch low-budget test with break-even CPA target.

Day 4

Kill weak hooks and keep only early signal.

Day 5

Add abandoned-cart objection flow.

Day 6

Test bundle/price variant.

Day 7

Decide: kill, fix bottleneck or scale review.

Shopify blocksPage sections to build

Hero: Mess-free car in 60 seconds. Show result before features.

Proof bullets: Fast cleanup, glovebox size, pet/kid mess use case.

Bundle: Family car cleanup kit — 2-pack best value.

Risk reducer: Shipping clarity, return promise, real car interior proof.

CRM flowsMessages to create

Abandoned cart: Still deciding? Here is the before/after and shipping clarity.

Post-purchase: Ask for photo/video review tied to clean car outcome.

Cross-sell: Offer car-cleaning refill/accessory after delivery.

Shopify taskCreate product-page edits from this report
CRM taskCreate abandoned-cart objection flow
Creative briefSend UGC script to creator/media buyer
Scale gates
  • Green: CPA below $22.59 after 8 orders.
  • Yellow: high CTR but low conversion = fix page proof.
  • Red: weak CTR and CPA above target = kill creative.
Moat ideas
  • Original UGC assets
  • Bundle named around buyer moment
  • Customer review media within 7 days
University-grade edge checklist
  • Buyer psychology: map the pain point to the first 3 seconds of ad creative.
  • Unit economics: convert price into break-even CPA and kill rules.
  • Page proof: check whether the page gives enough evidence to convert cold traffic.
  • Saturation risk: identify where copycats can compress the angle quickly.
Next best actionFix the offer, shoot 3 creatives, then run a controlled test — not a full launch.