Sameness Index · 5 sites compared

Your page scores 54 out of 100 for sameness against the 4 competitors you named.

https://www.bigcommerce.com/

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01

Your verdict

54
Sameness · vs 4 named
How is this calculated?

Your page is half shared.

About half of what your page says, Adobe Commerce also says. You're less same than 1 of the 6 Marketing attribution sites scored (category avg 46).

Benchmarked against Marketing attribution (inferred from the competitors you named).
Sameness Index on a 0 to 100 scale, from distinctive at 0 to interchangeable at 100. This page scores 54. Shopify scores 57. VTEX scores 58. WooCommerce scores 52. Adobe Commerce scores 65. The category avg is 46.

Each named site is scored the same way, against the other 4 in this set, so its tick means the same as your marker. The dashed line is the frozen benchmark average.

  1. More same than average

    The average Marketing attribution category leader scores 46; you scored 54.

    You are 8 points more same than the average Marketing attribution category leader.

  2. Closest overlap: Adobe Commerce

    Of the 4 sites you named, Adobe Commerce echoes the most of what your page says: 61% of it, weighted by placement. Scored the same way you were, against the rest of the set, Adobe Commerce's own Sameness Index is 65. Those are different measures: the first is overlap with your page, the second is how same Adobe Commerce's whole page is.

    Adobe Commerce is the competitor you sound most like.

  3. Room to own more

    11% of your claim space is ownable: unique, relevant, and hard to copy. 4 of those claims sit in body copy, where few readers reach them.

    11% is ownable, and 4 buried opportunities could help you stand out more.

Do this first

Three changes worth testing first.

Chosen by rule from the comparison with Shopify, VTEX, WooCommerce and Adobe Commerce: the shared claim taking your most prominent space, then the claims only you make that sit too low on the page to be read. Each one links to its claim card.

  1. “Any business model, any product type, any customer you choose”

    Shopify, VTEX, WooCommerce and Adobe Commerce all say it too. Buyers may still need it, but shared ground cannot carry your hero — move it lower and give that space to something only you can say.

    Table stakes
    Most of the set says this too.
  2. “Account-specific pricing, products, terms, and payment options”

    Nobody in the set says this. It sits in body copy, where few readers reach it — worth testing higher up the page; only buyers can tell you whether it lands.

    Surface
    Yours alone. Test it higher up.
  3. “Approvals without the slowdown: buyer roles, permissions, and workflows”

    A claim that is yours alone, filed in body copy. Try it where it will be read before the shared claims are, and let buyers tell you if it moves them.

    Surface
    Yours alone. Test it higher up.

Try these changes, then test them with real buyers.

This measures overlap. Whether buyers notice is a different question, and only they can answer it.

Test it with real buyers
02

What you can own

Claims only you make, that buyers weigh, and that competitors can’t easily copy.

11% of your page’s claim space is yours to keep.

11%Yours to keep19%Unique but weak70%A competitor says it too
Why this is not 100 minus the Sameness Index

The index is a weighted composite across six categories, including page structure and visuals. This bar is measured on your claims alone, weighted by where each one sits on the page. Different denominators, so the two never add to 100 and are not meant to.

Already leading with · 1

  1. Documented ROI and cost savings from analyst study

    “211% ROI within 8 months”

Buried in body copy · 4

  1. Handles complex products, variants and bundles

    “Complex products, simple experiences: every variant, bundle, and configuration”

  2. Account-specific B2B pricing, terms and payment options

    “Account-specific pricing, products, terms, and payment options”

  3. B2B buyer roles, permissions and approval workflows

    “Approvals without the slowdown: buyer roles, permissions, and workflows”

  4. Typical go-live timelines stated (30/60-90 days)

    “Most stores go live within 30 days; B2B portals typically launch in 60-90 days”

03

Where you blend in

Territory you spend prominent space on that the set also occupies. Not every line is one to delete — the question is whether it has earned the space, or whether something only you can say should be there instead.

  • Commodity · 100%KeepHero
    flexible platform, adapt it to your needs
    • “Any business model, any product type, any customer you choose”
    • “Launch quickly and customize the essentials, or integrate, build, and scale on our open platform”

    You say this 2 different ways.

    Shopify, VTEX, WooCommerce and Adobe Commerce all say what they are and who they are for, as every page in a category must. Keep it — it is orientation, not differentiation.

    They say
    • Shopify“For anyone from entrepreneurs to enterprise”
    • VTEX“VTEX gives D2C, B2C, and B2B enterprises one suite to run, grow, and monetize”
    • WooCommerce“No business is too complex, simple, big, or small to thrive with WooCommerce”
    • Adobe Commerce“Global. Secure. Limitless B2C and B2B ecommerce growth.”
  • Commodity · 75%KeepHero
    AI-powered features across the platform
    • “AI is the new shopper. Be its first pick”

    Every page has to name its category and audience, and Shopify, VTEX and Adobe Commerce do too. Keep the line; just do not expect it to do any differentiating.

    They say
    • Shopify“Get discovered across AI channels”
    • VTEX“Enable conversational commerce directly within WhatsApp”
    • Adobe Commerce“Built-in capabilities to optimize your product discovery on LLMs”
  • Commodity · 75%Table stakesHero
    scales without platform limits
    • “Grow without compromise and make your next move”

    Shopify, WooCommerce and Adobe Commerce cover this territory. Buyers may need to hear it, but in your hero it spends the first impression on shared ground.

    They say
    • Shopify“There's no better place for you to build”
    • WooCommerce“Sell and scale your way, with a WooCommerce store as unique as you”
    • Adobe Commerce“Scale easily across markets and channels”
  • Commodity · 100%Table stakesSection
    named customers and brands as proof
    • “UPLIFT Desk: 226% increase in orders, 203% increase in customers”
    • “Trusted by brands across B2C and B2B”

    You say this 2 different ways.

    Common ground with Shopify, VTEX, WooCommerce and Adobe Commerce. Say it if buyers need it — lower on the page, where it is not the thing they read first.

    They say
    • Shopify“Jackie Prince launched Guests on Earth out of her home. Now it's a $4M+ business.”
    • VTEX“Trusted by leading brands worldwide”
    • WooCommerce“The brands you love, love Woo”
    • Adobe Commerce“Adobe drives global sales for top brands.”
  • Commodity · 100%Table stakesSection
    sell across many channels and markets
    • “Become more discoverable with Feedonomics Surface, sell seamlessly on platforms like Google, Meta, and TikTok”

    Shopify, VTEX, WooCommerce and Adobe Commerce make the same claim. It cannot set you apart, so it should not carry the section.

    They say
    • Shopify“Sell everywhere people shop. Online and in person. Across AI and on social. Locally and globally.”
    • VTEX“Manage multiple regions, languages, and currencies from a single platform”
    • WooCommerce“Sell online and offline, locally or globally”
    • Adobe Commerce“supports expansion into new geographical markets”
  • Contested · 50%SharpenHero
    B2B teams move faster on the platform
    • “B2B that moves at your speed”

    VTEX and Adobe Commerce are on this territory too (50% of the set). It narrows the field without winning it — make it specific enough that it cannot be said of them. Nobody else uses your exact words, but everyone is on the ground. Nobody else makes this exact claim, but everyone occupies the territory — lead with the specific, not the generic.

    They say
    • VTEX“Launch campaigns faster, personalize messaging, and improve SEO performance without added manual effort”
    • Adobe Commerce“Get to market faster with developer agents that accelerate app development, customizations, and storefront or extension migrations”
  • Commodity · 75%Table stakesSection
    quantified conversion and ROI results
    • “211% ROI within 8 months”

    Shopify, VTEX and WooCommerce make the same claim (75% of the set). It cannot set you apart, so it should not carry the section. Nobody else uses your exact words, but everyone is on the ground. Nobody else makes this exact claim, but everyone occupies the territory — lead with the specific, not the generic.

    They say
    • Shopify“Shopify Checkout with Shop Pay converts up to 50% higher than guest checkout”
    • VTEX“3,500+ Enterprise customers”
    • WooCommerce“4M+ online stores built with WooCommerce”
  • Contested · 50%SharpenSection
    low-risk trial, pricing offer or guarantee
    • “Your free trial is your actual store — not a staged setup”

    Shared with Shopify and WooCommerce. Sharpen it to the thing only you do here, or it reads as a claim any of you could make. Nobody else uses your exact words, but everyone is on the ground. Nobody else makes this exact claim, but everyone occupies the territory — lead with the specific, not the generic.

    They say
    • Shopify“Try 3 days free, then $1/month for 3 months”
    • WooCommerce“30-day money-back guarantee”
04

Claim-by-claim evidence

Every claim on your page (32)
What the columns mean
Claim
The grouped claim, then your exact line beneath it.
Type
What kind of claim it is: category, segment, outcome, capability, quality or proof.
Placement
Where it sits on your page: hero, section or body copy. Hero claims weigh most in the index.
Same claim
Share of the competitors making this exact claim. Drives ownership and ownable share.
Same territory
Share of the competitors with any claim in the same buyer-facing territory. This is what the index is scored on.
Sayability
Whether a competitor could truthfully make the same claim: anyone could, copyable with effort, or hard to copy.
Relevant
Whether buyers decide on this. A unique claim nobody buys on is not ownable.
Ownership
Commodity: 60% or more of the set says it. Contested: 20–59%. Unique: under 20%, owned when it is also hard to copy.

Tap a column to sort by it; tap again to reverse. Sorted by Same claim, highest first.

  • Supports any business model or segment (B2C, B2B, D2C, marketplace)
    “Any business model, any product type, any customer you choose”
    segmentHerosame claim 100%same territory 100%Anyone could say it
    Commodity
    Also on Shopify, VTEX, WooCommerce, Adobe Commerce
  • Grow or scale without platform limits
    “Grow without compromise and make your next move”
    outcomeHerosame claim 75%same territory 75%Anyone could say it
    Commodity
    Also on Shopify, WooCommerce, Adobe Commerce
  • Named customer grew orders/revenue dramatically
    “UPLIFT Desk: 226% increase in orders, 203% increase in customers”
    proofSectionsame claim 75%same territory 100%Anyone could say it
    Commodity
    Also on Shopify, VTEX, WooCommerce
  • Trusted by well-known brands
    “Trusted by brands across B2C and B2B”
    proofSectionsame claim 75%same territory 100%Anyone could say itnot a buying criterion
    Commodity
    Also on VTEX, WooCommerce, Adobe Commerce
  • Built-in AI assistant for merchant operations and insights
    “Meet Companion: an AI assistant that answers questions, surfaces insights, and handles operations for you”
    capabilityBodysame claim 75%same territory 75%Anyone could say it
    Commodity
    Also on Shopify, VTEX, Adobe Commerce
  • Hundreds/thousands of integrations, apps and extensions
    “600+ integrations: ERP, CRM, PIM, WMS”
    capabilityBodysame claim 75%same territory 75%Anyone could say it
    Commodity
    Also on Shopify, WooCommerce, Adobe Commerce
  • Multi-language, multi-currency international selling
    “Get multi-language and multi-currency, take one storefront to every market”
    capabilityBodysame claim 75%same territory 100%Anyone could say it
    Commodity
    Also on Shopify, VTEX, Adobe Commerce
  • Shoppers can buy inside AI chat conversations
    “Sell inside the conversation: let shoppers buy the moment they discover your product in AI search and chat”
    capabilityBodysame claim 75%same territory 75%Anyone could say it
    Commodity
    Also on Shopify, VTEX, Adobe Commerce
  • AI agents are the new shopper channel
    “AI is the new shopper. Be its first pick”
    categoryHerosame claim 50%same territory 75%Anyone could say it
    Contested
    Also on Shopify, Adobe Commerce
  • Launch fast and customize as needed
    “Launch quickly and customize the essentials, or integrate, build, and scale on our open platform”
    capabilitySectionsame claim 50%same territory 100%Anyone could say it
    Contested
    Also on Shopify, VTEX
  • Sell across marketplaces, social and multichannel
    “Become more discoverable with Feedonomics Surface, sell seamlessly on platforms like Google, Meta, and TikTok”
    capabilitySectionsame claim 50%same territory 100%Anyone could say it
    Contested
    Also on Shopify, WooCommerce
  • B2B self-service portal for quotes, reorders, invoices
    “Self-service for business buyers: quotes, reorders, invoice payments, no sales rep required”
    capabilityBodysame claim 50%same territory 50%Copyable with effort
    Contested
    Also on VTEX, Adobe Commerce
  • High-converting checkout with wallets and one-click
    “Customizable checkout that converts: one-page checkout, digital wallets, one-click, BNPL”
    capabilityBodysame claim 50%same territory 75%Copyable with effort
    Contested
    Also on Shopify, Adobe Commerce
  • Optimize product content for AI/LLM discovery
    “Optimize titles, descriptions, and metadata so your brand shows up in search and chat”
    capabilityBodysame claim 50%same territory 75%Anyone could say it
    Contested
    Also on Shopify, Adobe Commerce
  • Support available throughout
    “Support is available the whole way through”
    qualityBodysame claim 50%same territory 50%Anyone could say it
    Contested
    Also on WooCommerce, Adobe Commerce
  • Expert team invested in customer successgrouping uncertain
    “Our team of ecommerce experts are rigorously trained and passionate about your success”
    qualitySectionsame claim 25%same territory 50%Anyone could say itnot a buying criterion
    Contested
    Also on WooCommerce
  • Build custom brand AI agents on your catalog
    “Build brand agents that know your catalog, customers, and policies”
    capabilityBodysame claim 25%same territory 75%Copyable with effort
    Contested
    Also on Adobe Commerce
  • End-to-end migration, launch and growth services
    “End-to-end services from migration and launch to growth and expansion”
    capabilityBodysame claim 25%same territory 50%Anyone could say it
    Contested
    Also on Adobe Commerce
  • Full API and developer code access
    “Full API and code access for teams that want more”
    capabilityBodysame claim 25%same territory 25%Copyable with effort
    Contested
    Also on Shopify
  • Many payment provider choices with no added payment fees
    “Choose from 20+ Embedded Payment Providers without payment fees, plus 130+ trusted payment solutions”
    capabilityBodysame claim 25%same territory 25%Copyable with effort
    Contested
    Also on WooCommerce
  • Reach millions of shoppers on built-in channels
    “Reach millions of high-intent shoppers on major marketplaces”
    outcomeBodysame claim 25%same territory 100%Copyable with effort
    Contested
    Also on Shopify
  • Run multiple storefronts or brands from one system
    “Multiple storefronts, one system: manage brands, regions, or channels without extra effort”
    capabilityBodysame claim 25%same territory 25%Anyone could say it
    Contested
    Also on Adobe Commerce
  • Visual drag-and-drop store building
    “Build it visually: drag, drop, done”
    capabilityBodysame claim 25%same territory 25%Anyone could say it
    Contested
    Also on Shopify
  • B2B moves fast on this platform
    “B2B that moves at your speed”
    outcomeHerosame claim 0%same territory 50%Anyone could say it
    Unique for now
  • Built for ambitious rule-breaking businesses
    “Built for businesses rewriting the rules”
    segmentSectionsame claim 0%same territory 0%Anyone could say itnot a buying criterion
    Unique for now
  • Documented ROI and cost savings from analyst study
    “211% ROI within 8 months”
    proofSectionsame claim 0%same territory 75%Copyable with effort
    Unique and owned
  • Free trial is your real store, no credit card
    “Your free trial is your actual store — not a staged setup”
    qualitySectionsame claim 0%same territory 50%Anyone could say itnot a buying criterion
    Unique for now
  • Account-specific B2B pricing, terms and payment options
    “Account-specific pricing, products, terms, and payment options”
    capabilityBodysame claim 0%same territory 50%Copyable with effort
    Unique and owned
  • B2B buyer roles, permissions and approval workflows
    “Approvals without the slowdown: buyer roles, permissions, and workflows”
    capabilityBodysame claim 0%same territory 50%Copyable with effort
    Unique and owned
  • Handles complex products, variants and bundles
    “Complex products, simple experiences: every variant, bundle, and configuration”
    capabilityBodysame claim 0%same territory 75%Copyable with effort
    Unique and owned
  • Regulated/restricted selling handled without custom dev
    “Regulated and restricted selling handled without custom dev”
    capabilityBodysame claim 0%same territory 25%Copyable with effortnot a buying criterion
    Unique and owned
  • Typical go-live timelines stated (30/60-90 days)
    “Most stores go live within 30 days; B2B portals typically launch in 60-90 days”
    proofBodysame claim 0%same territory 0%Copyable with effort
    Unique and owned
05

How this was calculated

Sameness measures how much your claims overlap with the sites compared. It does not measure message quality or whether buyers prefer you.

AI-analyzed: an AI read each page on its own and grouped the claims that say the same thing. No score here was written by a model — every number is computed from those groupings in our own code, with the weights below.

How the score is built
The six category scores, their weights, and what a high score in each one means
CategoryWeightYoursWhat a high score means
Messaging
Category framing, who it is for, and the outcome promised
30%67The most expensive kind of sameness. A buyer cannot tell what job you do that the others do not.
Claims
Attribute and benefit claims — speed, ease, quality, ROI
30%50Every shared claim is a line already read on another tab. Cut the ones nobody owns and spend the space on something they cannot.
Features
Capabilities and functions the page lists
15%67Expected in a mature category, and the least alarming of the six. Feature parity is normal; leading with it is the mistake.
Proof
The kinds of evidence offered: customer logos, numbers, testimonials, case studies, badges
10%44Same kinds of proof as everyone means the proof stops working as proof. It is scored on the kind of evidence, not on which customers are named.
Structure
Section order, navigation, CTA language and placement
10%33The generic SaaS template — hero, logos, three-feature grid, testimonial, CTA. Familiar is not the same as memorable.
Visual
Palette family, imagery style, layout patterns
5%32Weighted lowest on purpose: buyers rarely decide on this. Worth knowing, rarely worth fixing first.

Each site was read on its own first, with no knowledge of the others, so your page gets no benefit of the doubt a competitor’s does not. A category nothing could be measured for drops out and the rest are re-weighted, rather than counted as zero.

What we compared (5 pages read)
Your page
BigCommerce
bigcommerce.com
Competitor
Shopify
shopify.com
Competitor
VTEX
vtex.com
Competitor
WooCommerce
woocommerce.com
Competitor
Adobe Commerce
business.adobe.com
What it cannot tell you

The index can find where two pages converge. It cannot say whether a buyer would notice, or which of your reasons to buy actually land. A single check also moves several points between runs, so read the band and the ranking, not the last digit.

Your highest-impact changes

  1. 1
    Table stakesYour hero copy says “Any business model, any product type, any customer you choose”.

    Shopify, VTEX, WooCommerce and Adobe Commerce all say it too. Buyers may still need it, but shared ground cannot carry your hero — move it lower and give that space to something only you can say.

  2. 2
    Table stakesYour hero copy says “Grow without compromise and make your next move”.

    Keep the fact, lose the position: shopify, WooCommerce and Adobe Commerce say it too (75% of the set), and your hero is spending its first impression on the same territory as theirs.

  3. 3
    Table stakesYour section copy says “Launch quickly and customize the essentials, or integrate, build, and scale on our open platform”.

    This is the set's common ground — Shopify, VTEX, WooCommerce and Adobe Commerce all say it too. It will not set you apart wherever it sits, and in the section it costs you the one place a distinctive claim would be read.

  4. 4
    Table stakesYour section copy says “UPLIFT Desk: 226% increase in orders, 203% increase in customers”.

    A buyer with three tabs open reads a version of this on every one of them. Say it further down for the readers who need it; the section should carry a claim they will only find here.

  5. 5
    Table stakesYour section copy says “Become more discoverable with Feedonomics Surface, sell seamlessly on platforms like Google, Meta, and TikTok”.

    True of you and true of them: Shopify, VTEX, WooCommerce and Adobe Commerce all say it too. That is why it decides nothing, and why the section is the wrong place to spend it.

  6. 6
    Table stakesYour section copy says “Trusted by brands across B2C and B2B”.

    In the section: Keep the fact, lose the position: shopify, VTEX, WooCommerce and Adobe Commerce all say it too, and your section is spending its first impression on the same territory as theirs.

  7. 7
    Table stakesYour section copy says “211% ROI within 8 months”.

    In the section: Shopify, VTEX and WooCommerce say it too (75% of the set). Buyers may still need it, but shared ground cannot carry your section — move it lower and give that space to something only you can say.

  8. 8
    Table stakesYour body copy says “Get multi-language and multi-currency, take one storefront to every market”.

    In the body: True of you and true of them: Shopify, VTEX, WooCommerce and Adobe Commerce all say it too. That is why it decides nothing, and why the body is the wrong place to spend it.

  9. 9
    Surface“Account-specific pricing, products, terms, and payment options” is yours alone, and buyers weigh it.

    Nobody in the set says this. It sits in body copy, where few readers reach it — worth testing higher up the page; only buyers can tell you whether it lands.

  10. 10
    Surface“Approvals without the slowdown: buyer roles, permissions, and workflows” is yours alone, and buyers weigh it.

    A claim that is yours alone, filed in body copy. Try it where it will be read before the shared claims are, and let buyers tell you if it moves them.

  11. 11
    Surface“Complex products, simple experiences: every variant, bundle, and configuration” is yours alone, and buyers weigh it.

    No competitor page makes this claim. Today it is in body copy; it is a candidate for the space the table-stakes lines are taking.

  12. 12
    Surface“Most stores go live within 30 days; B2B portals typically launch in 60-90 days” is yours alone, and buyers weigh it.

    The rest of the set has nothing on this ground. Buried in body copy it does no work; higher up it is the one line a comparing buyer cannot find elsewhere.

The only way to know if it matters.

This report can tell you where your messaging overlaps. It cannot tell you whether a buyer would care, or which of your reasons to buy actually land. Put the page in front of real B2B buyers in your target market and ask them.

Test it with real buyers
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