Sameness Index · 5 sites compared

Your page scores 69 out of 100 for sameness against the 4 competitors you named.

https://wyllo.ai/

01

Your verdict

69
Sameness · vs 4 named
How is this calculated?

Your page is mostly the same.

Most of what your page says, Forter says too. You're less same than 70 of the 366 SaaS sites scored (SaaS avg 56).

No category benchmark matched this set.
Sameness Index on a 0 to 100 scale, from distinctive at 0 to interchangeable at 100. This page scores 69. Signifyd scores 56. Riskified scores 58. Forter scores 54. Pinch scores 54. The SaaS avg is 56.

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 SaaS site scores 56; you scored 69.

    You are 13 points more same than the average SaaS site.

  2. Closest overlap: Forter

    Of the 4 sites you named, Forter echoes the most of what your page says. Scored the same way against the rest of the set, Forter sits at 54.

    Forter is the competitor you sound most like.

  3. Room to own more

    4% of your claim space is ownable: unique, relevant, and hard to copy.

    4% is ownable, and every claim you own already leads.

Do this first

Three changes worth testing first.

Chosen by rule from the comparison with Signifyd, Riskified, Forter and Pinch: 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. make every decision a revenue lever

    Signifyd, Riskified, Forter and Pinch 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. Risk intelligence built to grow revenue, not just defend it.

    Keep the fact, lose the position: signifyd, Riskified, Forter and Pinch all say it too, and your hero is spending its first impression on the same territory as theirs.

    Table stakes
    Most of the set says this too.

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.

02

What you can own

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

4% of your page’s claim space is yours to keep.

4%Yours to keep38%Unique but weak58%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. Blocks return fraud for named customers

    Blocking $30k per month in FTID Return Fraud (Everlane)

Buried in body copy · 0

Nothing buried. Every claim you own is already above body copy.

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%Table stakesHero
    fraud prevention drives revenue growth
    • make every decision a revenue lever
    • Risk intelligence built to grow revenue, not just defend it.
    • The best fraud and risk intelligence should make you more confident, not more cautious.

    You say this 3 different ways.

    Signifyd, Riskified, Forter and Pinch all cover this territory. Buyers may need to hear it, but in your hero it spends the first impression on shared ground.

    They say
    • SignifydBoost sales
    • RiskifiedChargeback Guarantee: Prevent fraud, lift revenue
    • Forteryou leave no revenue behind
    • PinchIncentives to boost loyalty and increase sales
  • Commodity · 75%KeepHero
    legacy/fragmented fraud tools are inadequate
    • Old fraud tools only look at identity, one transaction at a time.
    • ecommerce fraud protection has been built around fear, forcing you to build your customer experience around bad actors, while good customers suffer
    • The problem isn't just fraud. It's fragmentation.

    You say this 3 different ways.

    Signifyd, Forter and Pinch 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
    • SignifydFraud pressure is up 33% year over year and account takeover has surged 78%
    • ForterFraud tools, payment providers, and dispute solutions all make decisions independently; none see the whole picture (implying Forter does)
    • PinchOnly 30% of returns ever get resold at full price
  • Commodity · 75%Table stakesHero
    unified end-to-end risk decisioning platform
    • Wyllo connects identity, behavior, and post-purchase signal across the full customer journey

    Common ground with Signifyd, Riskified and Forter. Say it if buyers need it — lower on the page, where it is not the thing they read first.

    They say
    • SignifydContinuous protection across the entire shopper journey
    • RiskifiedLeading ecommerce brands trust Riskified to secure every step of the customer journey from login to checkout to refund claims and returns
    • ForterForter brings commerce intelligence and payment infrastructure together in a single platform, with every decision starting from the same customer understanding
  • Commodity · 100%Table stakesSection
    automates manual review and operational workflows
    • Keep more revenue, and make representment painless and predictable
    • Leverage advanced risk models to spot suspicious behavior, while enabling personalized return policies right-sized to risk

    You say this 2 different ways.

    Signifyd, Riskified, Forter and Pinch make the same claim. It cannot set you apart, so it should not carry the section.

    They say
    • SignifydOrder automation
    • RiskifiedDispute Resolve: Fight chargebacks, recover revenue
    • ForterDispute Agent triages which chargebacks to fight, pulls the right evidence, and writes the letter for you
    • PinchUse adaptive policies to deter abuse, making each sale profitable
  • Commodity · 100%Table stakesSection
    customer testimonials and quantified customer results
    • By reducing chargebacks and false declines, we've been able to approve more orders and save our team hundreds of hours on manual review
    • A 1.6% Revenue Lift and 70% Fewer Chargebacks (Obvi)
    • Wyllo didn't just protect our revenue, they also helped us make the most of our digital acquisition efforts — and the platform completely paid for itself…

    You say this 3 different ways.

    A buyer comparing tabs sees this on Signifyd, Riskified, Forter and Pinch. Yours earns nothing by repeating it up top; it can live lower down.

    They say
    • SignifydIn fraud losses (reduction)
    • RiskifiedRue Gilt Groupe: 20% decrease in manually reviewed orders
    • ForterAverage reduction in chargeback rates
    • PinchPinch Customers see upwards of 3% top-line growth by offering standout return experiences for their trusted buyers
  • Commodity · 100%Table stakesSection
    gives risk teams confidence under pressure
    • Wyllo gives us confidence when we need it most — when risk is highest and bandwidth is lowest

    Signifyd, Riskified, Forter and Pinch got here first as far as a buyer can tell. Keep the fact for readers who need it; move the position to a claim only your page can make.

    They say
    • Signifyd“Thanks to Signifyd we've been able to focus on our growth because we don't have to stress anymore... We are fearless.” - Sofia Giussani, BHFO
    • RiskifiedFraud experts help develop a business case customized to specific goals
    • ForterEnterprise Net Promoter Score (highlighted stat)
    • PinchBoost customer NPS scores
  • Contested · 50%SharpenHero
    AI/ML-powered fraud decisioning
    • shows you intent, in the moment
    • AI-powered ecommerce fraud screening, backed by human fraud experts, that maximizes accuracy and flexibility for merchants

    You say this 2 different ways.

    Riskified and Forter 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.

    They say
    • RiskifiedCombines ecommerce expertise, machine learning, and automation
    • ForterPatented AI analyzes identity, behavioral, device, and payment signals in real time, helping trusted customers through checkout while stopping chargebacks
  • Commodity · 75%Table stakesSection
    faster fulfilment and real-time decisions
    • Orders get checked faster. Good ones ship quicker.

    Shared with Signifyd, Riskified and Forter, 75% of the set. True of you, true of them — which is exactly why it will not decide anything.

    They say
    • SignifydThis takes the burden, responsibility and worry away from our customer service team... process orders faster
    • RiskifiedSub-second analysis
    • ForterDecisions delivered in under 1 second
  • Commodity · 75%Table stakesSection
    named customers as proof
    • Blocking $30k per month in FTID Return Fraud (Everlane)
    • Trusted by brands like Rhode, Benchmade, Caraway, True Classic, Monday Swimwear, and others

    You say this 2 different ways.

    Nothing wrong with the claim; Riskified, Forter and Pinch just make it as well. Treat it as the price of entry and spend the prominent space elsewhere.

    They say
    • RiskifiedLeading ecommerce brands trust Riskified
    • ForterTrusted by brands including Adidas, Asics, eBay, Grubhub, HelloFresh, Instacart, Nordstrom, PacSun, Wayfair, Skims, and others
    • PinchTrusted by Mejuri, Sony Music, The Nolishop, Trafalgar Store, Mars, Manhead Merch, Akira
  • Commodity · 75%Table stakesSection
    stops fraud, abuse and account takeover
    • Stop bots and unauthorized resellers from exploiting discounts, depleting inventory, and ruining your customer experience
    • Wyllo spots risk and intent upstream, so ATO and abuse don't turn into refunds, claims, disputes, or escalations

    You say this 2 different ways.

    Across 2 of your lines: A buyer comparing tabs sees this on Signifyd, Riskified and Pinch too (75% of the set). Yours earns nothing by repeating it up top; it can live lower down.

    They say
    • SignifydStop fraud
    • RiskifiedAccount Secure: Block account takeovers, build trust
    • PinchPreserve brand reputation by deterring abusive resellers
  • Contested · 50%KeepSection
    built for specific teams and industries
    • Wyllo is for CX, operations, and ecommerce leaders who are done with the status quo.

    Riskified and Forter say what they are and who they are for, as every page in a category must. Keep it — it is orientation, not differentiation. 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
    • RiskifiedServes digital goods, retail, luxury fashion, travel, athletic & outdoors merchants
    • ForterAI built for the humans behind every fraud, abuse, and payments decision
  • Contested · 25%SharpenSection
    better decisions and next-best-action guidance
    • We transform data from your entire customer journey into insights that make trust-based experiences possible — without introducing risk

    Signifyd is on this territory too (25% 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
    • SignifydSignifyd delivers accuracy, speed and control
  • Contested · 25%SharpenSection
    scales reliably at peak volume
    • Fraud Protection That Scales in Q4 (Nest New York)

    Shared with Riskified. Sharpen it to the thing only you do here, or it reads as a claim any of you could make.

    They say
    • RiskifiedGametime: solution scales to growth objectives, helping expand business and bring on new customers
04

Claim-by-claim evidence

Every claim on your page (25)
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.

  • Fraud prevention drives revenue growth, not just loss prevention
    Risk intelligence built to grow revenue, not just defend it.
    outcomeHerosame claim 100%same territory 100%Anyone could say it
    Commodity
    Also on Signifyd, Riskified, Forter, Pinch
  • Unified signals across the full pre- and post-purchase journey
    Wyllo connects identity, behavior, and post-purchase signal across the full customer journey
    capabilityHerosame claim 75%same territory 75%Copyable with effort
    Commodity
    Also on Signifyd, Riskified, Forter
  • Fewer chargebacks and false declines lift approvals and cut manual review
    By reducing chargebacks and false declines, we've been able to approve more orders and save our team hundreds of hours on manual review
    proofSectionsame claim 75%same territory 100%Copyable with effort
    Commodity
    Also on Signifyd, Riskified, Forter
  • Named recognizable brands as customers
    Trusted by brands like Rhode, Benchmade, Caraway, True Classic, Monday Swimwear, and others
    proofSectionsame claim 75%same territory 75%Copyable with effort
    Commodity
    Also on Riskified, Forter, Pinch
  • Named-customer revenue lift and chargeback reduction results
    A 1.6% Revenue Lift and 70% Fewer Chargebacks (Obvi)
    proofSectionsame claim 75%same territory 100%Copyable with effort
    Commodity
    Also on Riskified, Forter, Pinch
  • Automated dispute/chargeback recovery workflows
    Keep more revenue, and make representment painless and predictable
    outcomeSectionsame claim 50%same territory 100%Copyable with effort
    Contested
    Also on Riskified, Forter
  • Blocks bots and unauthorized resellers
    Stop bots and unauthorized resellers from exploiting discounts, depleting inventory, and ruining your customer experience
    capabilitySectionsame claim 50%same territory 75%Copyable with effort
    Contested
    Also on Riskified, Pinch
  • AI decisioning combined with human fraud experts
    AI-powered ecommerce fraud screening, backed by human fraud experts, that maximizes accuracy and flexibility for merchants
    capabilitySectionsame claim 25%same territory 50%Anyone could say it
    Contested
    Also on Riskified
  • Catches ATO and abuse upstream before downstream losses
    Wyllo spots risk and intent upstream, so ATO and abuse don't turn into refunds, claims, disputes, or escalations
    capabilitySectionsame claim 25%same territory 75%Copyable with effort
    Contested
    Also on Riskified
  • Category redefined by unified decisioning and end-to-end visibilitygrouping uncertain
    Wyllo redefines ecommerce fraud protection with unified decisioning and end-to-end visibility lacking in existing solutions
    categorySectionsame claim 25%same territory 75%Anyone could say it
    Contested
    Also on Forter
  • Confidence when risk is high and bandwidth is low
    Wyllo gives us confidence when we need it most — when risk is highest and bandwidth is lowest
    proofSectionsame claim 25%same territory 100%Anyone could say itnot a buying criterion
    Contested
    Also on Signifyd
  • Faster order review means faster shipping
    Orders get checked faster. Good ones ship quicker.
    proofSectionsame claim 25%same territory 75%Anyone could say it
    Contested
    Also on Signifyd
  • Fragmented point solutions silo data and create gaps
    The problem isn't just fraud. It's fragmentation.
    categorySectionsame claim 25%same territory 75%Anyone could say it
    Contested
    Also on Forter
  • Handles peak-season scale
    Fraud Protection That Scales in Q4 (Nest New York)
    outcomeSectionsame claim 25%same territory 25%Anyone could say it
    Contested
    Also on Riskified
  • Risk-based, personalized return policies
    Leverage advanced risk models to spot suspicious behavior, while enabling personalized return policies right-sized to risk
    capabilitySectionsame claim 25%same territory 100%Copyable with effort
    Contested
    Also on Pinch
  • Detects shopper intent in real time
    shows you intent, in the moment
    capabilityHerosame claim 0%same territory 50%Anyone could say it
    Unique for now
  • Every risk decision becomes a revenue lever
    make every decision a revenue lever
    outcomeHerosame claim 0%same territory 100%Anyone could say itnot a buying criterion
    Unique for now
  • Legacy fraud tools are narrow, single-transaction, identity-only
    Old fraud tools only look at identity, one transaction at a time.
    categoryHerosame claim 0%same territory 75%Anyone could say itnot a buying criterion
    Unique for now
  • Blocks return fraud for named customers
    Blocking $30k per month in FTID Return Fraud (Everlane)
    proofSectionsame claim 0%same territory 75%Copyable with effort
    Unique and owned
  • Built for CX, ops and ecommerce leaders
    Wyllo is for CX, operations, and ecommerce leaders who are done with the status quo.
    segmentSectionsame claim 0%same territory 50%Anyone could say itnot a buying criterion
    Unique for now
  • Customer testimonial: paid for itself and aided acquisition
    Wyllo didn't just protect our revenue, they also helped us make the most of our digital acquisition efforts — and the platform completely paid for itself…
    proofSectionsame claim 0%same territory 100%Anyone could say itnot a buying criterion
    Unique for now
  • Fear-based fraud tools punish good customers
    ecommerce fraud protection has been built around fear, forcing you to build your customer experience around bad actors, while good customers suffer
    categorySectionsame claim 0%same territory 75%Anyone could say itnot a buying criterion
    Unique for now
  • Helps you choose the best next actiongrouping uncertain
    helps you make the best next decision
    outcomeSectionsame claim 0%same territory 25%Anyone could say it
    Unique for now
  • Risk tooling should enable confidence, not caution
    The best fraud and risk intelligence should make you more confident, not more cautious.
    qualitySectionsame claim 0%same territory 100%Anyone could say itnot a buying criterion
    Unique for now
  • Turns journey data into trust-based experiences without added risk
    We transform data from your entire customer journey into insights that make trust-based experiences possible — without introducing risk
    outcomeSectionsame claim 0%same territory 25%Anyone could say itnot a buying criterion
    Unique for now
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%70The 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%100Every 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%69Expected 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%42Same 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%22The 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%26Weighted 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
Wyllo
wyllo.ai
Competitor
Signifyd
signifyd.com
Competitor
Riskified
riskified.com
Competitor
Forter
forter.com
Competitor
Pinch
pinch.ai
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 “make every decision a revenue lever”.

    Signifyd, Riskified, Forter and Pinch 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 “Risk intelligence built to grow revenue, not just defend it.”.

    Keep the fact, lose the position: signifyd, Riskified, Forter and Pinch all say it too, and your hero is spending its first impression on the same territory as theirs.

  3. 3
    Table stakesYour hero copy says “Wyllo connects identity, behavior, and post-purchase signal across the full customer journey”.

    This is the set's common ground — Signifyd, Riskified and Forter say it too (75% of the set). It will not set you apart wherever it sits, and in the hero it costs you the one place a distinctive claim would be read.

  4. 4
    Table stakesYour section copy says “Keep more revenue, and make representment painless and predictable”.

    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 “Wyllo gives us confidence when we need it most — when risk is highest and bandwidth is lowest”.

    True of you and true of them: Signifyd, Riskified, Forter and Pinch 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 “By reducing chargebacks and false declines, we've been able to approve more orders and save our team hundreds…”.

    In the section: This is the set's common ground — Signifyd, Riskified, Forter and Pinch 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.

  7. 7
    Table stakesYour section copy says “A 1.6% Revenue Lift and 70% Fewer Chargebacks (Obvi)”.

    In the section: Keep the fact, lose the position: signifyd, Riskified, Forter and Pinch all say it too, and your section is spending its first impression on the same territory as theirs.

  8. 8
    Table stakesYour section copy says “Leverage advanced risk models to spot suspicious behavior, while enabling personalized return policies right-…”.

    In the section: Signifyd, Riskified, Forter and Pinch all say it too. 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.

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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