Opportunities › Product research tools for Amazon content creators › Proposed app
Shortlist
Pick which Amazon products to film, with earnings and competition in one list
- Score
- 41
- confidence 35
- Evidence
- 1
- items on the page
- Rivals
- 0
- named in sources
- First version
- 35 d
- estimate
- Type
- Mobile app
- PWA: installs on iPhone and Android
- Market since
- no product yet
- New market · AI estimate
ScreensConcept
Mobile app: Solo creators browse and capture Amazon products on the go, then decide filming priorities—work done in the field or during breaks, not at a desk. Sample screens on a phone, in the proposed brand. Their numbers are sample data.
Saved products
24
- Desk lamp, LEDScore 82
- Milk frotherScore 74
- Cable organizerScore 61
- Travel mugScore 55
About this appAI proposal
Shortlist helps Amazon review-video creators decide which products to film next. Save products from any Amazon page with the browser extension, and see an estimated earnings range, competing review videos and a simple filming priority for each.
It is built for solo creators and small creator teams who today choose products by experience, affiliate network tips and word of mouth. Shortlist puts that research in one place and keeps a running list of what you plan, filmed and published.
Unlike broad seller research suites, it looks at a product from the creator's side: how crowded the video space is and what a video could earn, not warehouse sales. Onboarding takes a few minutes and support answers questions directly.
- Tagline
- Pick the next product to film with numbers, not hunches.
- Voice
- PracticalDirectEncouraging
- Why this name
- Shortlist is plain and pronounceable: creators narrow many products to the few worth filming. It names the core job without echoing any competitor.
In the first version
Members say which features they would use. It tells PWAS what people want; it changes no score.
One-click product capture
The browser extension saves any Amazon product page to your list with price, category and rating.
No member yet
Earnings range estimate
See a low to high estimate of per-video commission based on price, commission rate and your own past results.
No member yet
Video competition view
Check how many review videos exist for a product and how recent they are, to find gaps.
No member yet
Filming priority score
Each saved product gets a score that combines earnings, competition and your niche fit.
No member yet
Brand identityAI proposal
Check the name against trademark registers before using it.
Palette
#14352EDeep Pine · primary#F7F4ECPaper · surface#1B1F1DInk · text#F2A93BMarigold · accent#6F9C86Sage · data
Typography
Aa
Shortlist
ABCDEFGHIJKLMNOPQRSTUVWXYZ 0123456789
Pick the next product to film with numbers, not hunches.
PricingAI proposal
The material gives no competitor pricing page; only a $69/month signal in the opportunity text. Studio is set at that figure. Other tiers are a starting point to test.
Starter
Free
- 10 saved products
- Browser extension
- Basic filming score
Creator
$39 a month
- 200 saved products
- Earnings range estimates
- Video competition view
- Content pipeline board
Studio
$69 a month
- Unlimited products
- Revenue forecast
- Up to 3 team seats
- Priority support
Would you pay Creator · $39 a month?
Your answer tells PWAS which prices people accept. It changes no score.
No answers yet.
What it could be worthEstimate
What a software business making this much sells for today, from real deals. Pick a monthly revenue.
If it makes
Worth about
$194,000
Sale range $132,000 to $263,000
$120,000 a year in revenue
From 87 software businesses listed and sold on Empire Flippers in the last year, revenue vetted by the broker: they sell for about 19× their monthly revenue, most between 13× and 26×.
Measured on profit, the middle deal is 32× monthly net profit: about 2.7 years of profit.
What products in this market make
- $2.5K Per Month SaaS Site in the Business NicheVerified$2,547 a month, worth about $49,000 at that multiple · Empire Flippers
An estimate, not an offer or financial advice. A real price depends on profit, growth, churn, how much of the work is the owner's, and the buyer.
How it would growAI proposal
How the product would reach new customers through its own use, and how the first ones would be found. A plan to test, not a result.
- Built-in loop
- No loop in the product. Reaches customers through creator communities, content and direct outreach. Shortlist output stays private to the creator, so it has no built-in sharing loop in the first version.
- Do they become customers?
- Anyone reached is already a potential paying creator. Test whether creators in one niche will pay after a free trial, and which channel gives trials that convert.
- First customers
- Solo creators making Amazon product review videos on YouTube in one niche, such as home and kitchen gadgets.
- Where to reach them
- YouTube creator communities: Offer free trials in Amazon influencer groups and forums, and ask for feedback on the scoring.
- Direct outreach: Message small review channels with a sample shortlist built for their own niche.
- Walkthrough videos: Publish short videos showing how to pick a product to film in ten minutes.
- First milestone
- Ten paying creators in one niche within 60 days of launch, paying monthly after a trial.
Why people already pay for this
- VerifiedA business in this market sold on Empire Flippers averages $2,547 a month in revenue ($1,845 net profit, $2,277 recurring), figures vetted by the broker
Tech stack
Every proposal builds on the same PWA base, installable from the browser on any phone or computer. Dashed boxes are what this app adds.
- AppNext.js and TypeScript
- PWAManifest and service worker
- UITailwind CSS
- Data and authSupabase Postgres
- PaymentsStripe
- EmailResend
- HostingVercel
- This app · Browser extensionChrome and Firefox extension (Manifest V3)Captures product data while the creator browses Amazon; a PWA cannot read other sites.
- This app · Background jobsScheduled job runnerRefreshes saved product prices and video counts on a schedule.
RisksAI inference
- PlatformAmazon pages change and its terms may limit scraping or extension use; data capture could break or be restricted.
- DataReliable video counts and commission data need sources; estimates may be rough and mislead creators if not labelled.
- CommercialCreators may not pay $69 a month; the only market figure is one vetted business averaging $2,547 monthly revenue.
- TechnicalBrowser extension review and store approval for Chrome and Firefox can delay launch; a PWA alone cannot read Amazon pages.
Everything marked AI proposal or AI inference was written by a model from the evidence on the opportunity page. The proposed name must be checked against trademark registers before it is used.