100% Free · No credit card · Score on screen

TikTok Viral AssessmentBeta

Paste any product URL — Amazon, Shopify, TikTok Shop, or any DTC page — and get your 0–10 Opportunity Score in under 60 seconds. Powered by live web data and revenue signals from similar products. Built by the team behind 165+ TikTok Shop brands.

Works with any product URL
Live web data + similar-product revenue
Score on screen + call within 24 hrs
Free Opportunity ScoreBeta
Score any product in under 60 seconds
Your score runs on live web data. We'll email the report and a strategist will call you within 24 hrs. No spam, no sharing — ever.
Beta: This tool is in public beta. Scores are directionally useful today, and we're fine-tuning the rubric with every run. Your feedback makes it sharper.
165+
TikTok Shop brands trust us
<60 sec
From URL to on-screen score
6 signals
Analyzed per product — live
$0
Forever — no credit card
How it works

Paste a URL. See your score. Take action.

Zero spreadsheets. Zero guesswork. We run six live signals that actually predict TikTok Shop winners — pulled from the open web in real time — and hand you an on-screen verdict you can act on today.

1

Paste any product URL

Amazon, Shopify, TikTok Shop, or any DTC product page. We read the title, price, images, reviews, and hook copy automatically — you don't lift a finger.

> Works with any live product page
2

We scan the live web

Six signals run in parallel: TikTok demand, competition gap, revenue of similar products, offer fit, hook strength, and price check. Same rubric our team uses for 165+ brands.

> Live data · weighted 0–10 rubric
3

See your score on screen

Your Opportunity Score and verdict appear inside the tool — usually in under 60 seconds. A full PDF hits your inbox, and a Bullseye strategist calls within 24 hrs to walk you through it.

> On-screen score + 24-hr call
The score bands

Every score comes with a clear next step.

A number alone isn't useful — you need to know what to do with it. Every score falls into one of four bands, each with a specific recommendation your team can act on today.

0.0 – 4.9

Tough Crowd

Demand is weak, competition is crowded, or the product doesn't match how people shop on TikTok Shop.

What to do next
Keep it on Amazon → Book a free Amazon growth call
5.0 – 6.4

Needs Work

There's real potential here, but the hook, price, or packaging needs sharpening before you spend on creative.

What to do next
Fix the hook first → Book a free creative call
6.5 – 7.9

Worth a Shot

Solid fundamentals and TikTok-friendly pricing. A strong candidate for a small creator test before you scale.

What to do next
Run a creator test → Book a free test-planning call
8.0 – 10.0

Catching Fire

Demand, competition, and hook are all lining up. Windows on TikTok Shop close fast — now's the time to move.

What to do next
Book a free strategy call before it saturates
What you'll get back

A short email with exactly what to do next.

No dashboard to log into. No jargon to decode. Just a clear score, a verdict, and the one thing your team should do next — ready to forward to whoever needs it.

Built for busy founders and sellers.

This email replaces three meetings: is this product worth testing, what should we change, and what's our next move.

Score + verdict so everyone on your team knows the priority in one glance.
Signal breakdown showing exactly which factors pulled the score up or down.
Your next step with the action pre-written — click to book a call or move on.
Price check flags products listed above market so you don't waste ad spend on margin traps.
What changes for your team

Stop guessing. Start testing only the products that earn it.

More products tested
Score 10–15 products a week instead of agonizing over two or three. More tests, faster learning, faster wins.
-62%
Less wasted ad spend
Products that score below 5 get cut before they eat your creative budget. Spend where the signal is strongest.
<3 min
From link to decision
What used to take a weekend of spreadsheets lands in your inbox before your coffee gets cold.
Why it's free

Picking the right product is half the battle. We'd rather help you win it.

Bullseye Sellers has run TikTok Shop, Amazon, and Shopify growth for 165+ brands since 2018. We built this tool because too many sellers were burning ad spend on products that were never going to take off — and they had no way to tell until it was too late.

If your product scores Catching Fire, you'll have the option to book a free 30-minute strategy call with our team. If it scores lower, you still keep the full report at zero cost. That's it. No limits, no gated tiers, no signup.

Score my product — free
Everything included

Every feature. No tiers. No paywalls.

Every score returns the full signal breakdown, the verdict, and your next-step email. Score one product or a hundred — same report every time.

  • Full 0–10 score + verdict band
  • All 6 signal breakdowns, explained
  • Price-parity check included
  • Specific next step for your team
  • Email you can forward in one click
  • No credit card, no account, no catch
Score a product now
FAQ

Questions people ask before they paste a link.

Everything you want to know about TikTok Shop product scoring, what the score means, and what happens when you submit.

What is the TikTok Viral Assessment?

The TikTok Viral Assessment is a free tool that predicts whether your product will go viral on TikTok Shop before you spend money on creators, ads, or inventory.

Paste any product URL — Amazon, Shopify, TikTok Shop, or any DTC page — and we return a 0–10 Opportunity Score using live web data: demand signals, similar-product revenue, competition, price fit, hook strength, and social proof. Your score appears right on screen.

How does the Opportunity Score predict if my product will go viral on TikTok Shop?

When you paste a product link, we pull the title, price, images, reviews, and hook copy from the page and search the live web for creator adoption, competing listings, similar-product revenue, and pricing trends. We run the whole thing through the same rubric our team uses for 165+ client brands.

The output is a weighted 0–10 Opportunity Score, a verdict band (Tough Crowd → Catching Fire), and a specific recommendation: scale it, fix it, or skip it.

Is this really free? What's the catch?

Yes — 100% free. No credit card, no signup paywall, no credits. Score one product or dozens.

After your score appears on screen, a Bullseye Sellers strategist calls within 24 hours to walk you through it. That call is also free. If you're not a fit for our services, we'll tell you straight. That's how we source clients — by giving real value first.

How accurate is the Opportunity Score?

The scoring rubric is the same framework Bullseye Sellers has used to evaluate products for 165+ brands since 2018 — tuned to how TikTok Shop audiences actually buy today, not generic e-commerce "bestseller" logic.

It's directionally accurate and gives you a clear next step. A high score means the fundamentals are aligned for virality; a low score shows you exactly which signals need work.

What kinds of products work with the TikTok Viral Assessment?

Any physical consumer product with a live product page. Beauty, wellness, home, gadgets, toys, pet, food — the rubric is category-agnostic.

We pull data from Amazon, Shopify, TikTok Shop, and most DTC product pages. If the page loads in a browser, we can usually score it.

Do I need a TikTok Shop store to use this?

No. Many users are Amazon or Shopify sellers deciding whether a product is worth launching on TikTok Shop in the first place. Others are brands, agencies, and portfolio managers vetting products before investing in creator campaigns.

If you're thinking about TikTok Shop but haven't pulled the trigger, this is exactly the tool you want.

How long does it take to get my score?

Typically 30–90 seconds. Your Opportunity Score appears right on screen inside the tool — no waiting for an email to arrive.

A full PDF breakdown is also sent to your inbox so you can forward it to your team, and a strategist calls within 24 hours to walk you through it.

What happens after I submit?

Three things, in this order:

(1) Your 0–10 Opportunity Score and verdict appear on screen within about a minute. (2) A full PDF report lands in your inbox. (3) A Bullseye Sellers strategist calls the phone you provided within 24 hours to walk through your result and your next step. If you don't want a call, just tell them — zero pressure.

What data do you use to score my product?

Live, public web data only. We fetch the product page (title, price, images, reviews, description) and search the web for demand signals, creator adoption, competing listings, and revenue estimates on similar products.

Nothing comes from private databases or your personal accounts. You don't need to connect anything.

Can I score my whole Amazon or Shopify catalog?

Yes — submit one product at a time. There are no caps on the free tool. Agencies and portfolio brands run 20–50 products through it in a week.

If you want to score at serious volume (hundreds of products a month), mention it on the form or tell our strategist on the call — we'll set you up with a bulk workflow.

What should I do if my product scores low?

A low Opportunity Score isn't a dead end — it's a signal. The report shows exactly which factors are dragging the score down (hook, price, competition, reviews, etc.), so you know where to focus.

Some products belong on Amazon or Shopify instead of TikTok Shop. Others just need a sharper hook or price adjustment before they're ready. Your strategist will tell you which one you're dealing with on the call.

Is my information private?

Yes. We don't sell or publish anything you submit. Your name, email, phone, and product links stay between you and Bullseye Sellers.

We use your email to send the full report and your phone to schedule the follow-up strategy call. That's it.

Ready to score your product?

One URL. One minute. Your TikTok Shop verdict.

Your Opportunity Score lives at the top of this page. Paste any product link, add your details, and see the score on screen — then a Bullseye strategist walks through your next step on a free 30-minute call.

Get my Opportunity Score — free
No credit card. Works with Amazon, Shopify, TikTok Shop, or any DTC page.