Sameness Index · 5 sites compared

Your page scores 34 out of 100 for sameness against the 4 competitors you named — low enough that buyers can probably tell you apart.

https://statsig.com/

01

Your verdict

34
Sameness · vs 4 named
How is this calculated?

Your page is mostly your own.

Most of what you say, Amplitude and the rest of your set do not. You're less same than 351 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 34. Optimizely scores 43. LaunchDarkly scores 33. Amplitude scores 48. PostHog scores 41. 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. Less same than average

    The average SaaS site scores 56; you scored 34.

    You are 22 points less same than the average SaaS site.

  2. Closest overlap: Amplitude

    Of the 4 sites you named, Amplitude echoes the most of what your page says: 38% of it, weighted by placement. Scored the same way you were, against the rest of the set, Amplitude's own Sameness Index is 48. Those are different measures: the first is overlap with your page, the second is how same Amplitude's whole page is.

    Amplitude is the competitor you sound most like.

  3. Room to own more

    18% of your claim space is ownable: unique, relevant, and hard to copy.

    18% is ownable, and every claim you own already leads.

Do this first

Three changes worth testing first.

Chosen by rule from the comparison with Optimizely, LaunchDarkly, Amplitude and PostHog: 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. “Loved by customers at every stage of growth”

    Optimizely, Amplitude and PostHog 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.

    Table stakes
    Most of the set says this too.
  2. “Say goodbye to expensive point solutions”

    Keep the fact, lose the position: optimizely, Amplitude and PostHog say it too (75% of the set), and your section 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.

18% of your page’s claim space is yours to keep.

18%Yours to keep29%Unique but weak53%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 · 6

  1. Massive event/user processing volume stats

    “1+ Trillion events processed per day”

  2. 99.99% uptime

    “99.99% infra uptime for API & Console”

  3. Customer built an experimentation culture and lifted growth metrics

    “Notion fostered a culture of experimentation, accelerated learning, and significantly impacted core growth metrics such as activation”

  4. Flags linked to product data, proven at scale, cheap

    “Statsig Feature Flags are linked directly to your product data, battle-tested at massive scale, and shockingly affordable”

  5. Replays linked to flags, experiments, and metrics

    “Session replays are linked to every feature flag, experiment, and metric, so you can dig into user painpoints and identify new trends”

  6. Sub-millisecond flag evaluation latency

    “<1ms post-init evaluation latency”

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.

  • Contested · 50%SharpenHero
    cheapest pricing and generous free tier
    • “Cut your current spend or start for free (like 90% of our customers)”
    • “Build with the industry's most affordable offering for each of our 5+ products”
    • “Developer plan: Growth tools for individual builders, free, no credit card required”

    You say this 3 different ways.

    Amplitude and PostHog 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
    • Amplitude“The industry's most generous free plans”
    • PostHog“We aim to match the cheapest option at scale – PostHog should be a no-brainer”
  • Contested · 50%SharpenHero
    measure impact of releases on metrics
    • “Measure what ships. Ship what matters.”
    • “Build a trusted set of product metrics with a platform built for data teams”

    You say this 2 different ways.

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

    They say
    • Amplitude“Better decisions. Smarter releases. Measurable growth.”
    • PostHog“Turn 'tell me what happened' into 'here's what to fix next'”
  • Contested · 50%SharpenHero
    test and experiment with real users
    • “Test how each release - from features to AI-powered experiences - lands with customers”
    • “Run sophisticated tests, compute results with advanced statistical treatments, and run it all in your warehouse”
    • “Scale your experimentation culture with the world's leading experimentation platform”

    You say this 3 different ways.

    Contested ground: Optimizely and LaunchDarkly claim it as well. The version that wins names a mechanism, a number or a scope that the others cannot match.

    They say
    • Optimizely“Continuously test, personalize, and optimize. Then prove your impact”
    • LaunchDarkly“Experiment with code and agents in production and optimize based on real-world results.”
  • Commodity · 75%Table stakesSection
    broad SDK and tool integrations
    • “SDKs for every framework”

    Optimizely, Amplitude and PostHog cover this territory. Buyers may need to hear it, but in your section it spends the first impression on shared ground. 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
    • Optimizely“Optimizely integrates with all of your existing tools so you can get growing, wherever you're at”
    • Amplitude“Prompt new Amplitude insights in Claude, Cursor, or any AI platform.”
    • PostHog“Pipe in third party data from 900+ sources for a more complete picture”
  • Commodity · 75%Table stakesSection
    loved and trusted by many customers
    • “Loved by customers at every stage of growth”

    Common ground with Optimizely, Amplitude and PostHog. Say it if buyers need it — lower on the page, where it is not the thing they read first.

    They say
    • Optimizely“Trusted by 10,000+ brands”
    • Amplitude“Trusted by teams shaping the future”
    • PostHog“Yes they actually use us, no it's not just some random engineer who tried us out 2+ years ago”
  • Commodity · 75%KeepSection
    one platform replaces many point tools
    • “Statsig gives your team 5+ products in a single platform”
    • “Say goodbye to expensive point solutions”

    You say this 2 different ways.

    Optimizely, Amplitude and PostHog 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
    • Optimizely“We're the AI platform for marketing that gives you all tools you need to create and optimize every digital experience”
    • Amplitude“One interface. All our capabilities.”
    • PostHog“PostHog is the single place to ingest, store, and query your product and company data”
  • Contested · 50%SharpenSection
    quantified customer results as proof
    • “Notion fostered a culture of experimentation, accelerated learning, and significantly impacted core growth metrics such as activation”
    • “20% cost savings from consolidating analytics and experimentation tools”
    • “3.5 million customers benefiting from personalization”
    • “20% decrease in refunds”
    • “Brex's data teams achieved a +50% time efficiency gain by consolidating their product data, experimentation, and analytics in one platform”
    • “600+ features released with Statsig flags”
    • “Ancestry increased experimentation velocity and positively impacted core business metrics”

    You say this 7 different ways.

    Across 7 of your lines: Shared with Optimizely and Amplitude. Sharpen it to the thing only you do here, or it reads as a claim any of you could make.

    They say
    • Optimizely“400+ hours saved - Cox Automotive”
    • Amplitude“How we led with data to increase conversions 27% (Fender)”
  • Contested · 25%SharpenHero
    ship AI safely with control and governance
    • “so you can protect trust and optimize at the speed of AI”

    Hero-level, and shared: LaunchDarkly 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.

    They say
    • LaunchDarkly“Move at AI speed. Stay in control.”
  • Contested · 25%SharpenSection
    feature flags control releases and rollbacks
    • “Statsig Feature Flags are linked directly to your product data, battle-tested at massive scale, and shockingly affordable”
    • “Gain complete control over your release process with a smarter feature flagging platform”

    You say this 2 different ways.

    Across 2 of your lines: Shared with LaunchDarkly. Sharpen it to the thing only you do here, or it reads as a claim any of you could make.

    They say
    • LaunchDarkly“Control your code in production.”
  • Contested · 25%SharpenSection
    session replay tied to product data
    • “Session replays are linked to every feature flag, experiment, and metric, so you can dig into user painpoints and identify new trends”
    • “See how users engage with your app or website with session replays”

    You say this 2 different ways.

    Across 2 of your lines: Contested ground: LaunchDarkly claim it as well. The version that wins names a mechanism, a number or a scope that theirs cannot match.

    They say
    • LaunchDarkly“Session replay”
04

Claim-by-claim evidence

Every claim on your page (30)
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.

  • Loved/trusted by many customers
    “Loved by customers at every stage of growth”
    proofSectionsame claim 75%same territory 75%Anyone could say it
    Commodity
    Also on Optimizely, Amplitude, PostHog
  • Many products consolidated in one platform
    “Statsig gives your team 5+ products in a single platform”
    categorySectionsame claim 75%same territory 75%Copyable with effort
    Commodity
    Also on Optimizely, Amplitude, PostHog
  • Measure the impact of what you ship
    “Measure what ships. Ship what matters.”
    outcomeHerosame claim 50%same territory 50%Anyone could say it
    Contested
    Also on Amplitude, PostHog
  • Most generous free tier / cheapest pricing
    “Build with the industry's most affordable offering for each of our 5+ products”
    qualityHerosame claim 50%same territory 50%Anyone could say it
    Contested
    Also on Amplitude, PostHog
  • Test releases, including AI features, with real users
    “Test how each release - from features to AI-powered experiences - lands with customers”
    capabilityHerosame claim 50%same territory 50%Anyone could say it
    Contested
    Also on Optimizely, LaunchDarkly
  • Fast, easy installation
    “Install Statsig in just a few steps”
    qualityBodysame claim 50%same territory 50%Anyone could say it
    Contested
    Also on Amplitude, PostHog
  • Most customers pay nothing / cut spend
    “Cut your current spend or start for free (like 90% of our customers)”
    proofHerosame claim 25%same territory 50%Copyable with effort
    Contested
    Also on PostHog
  • Move fast on AI while keeping control/trust
    “so you can protect trust and optimize at the speed of AI”
    outcomeHerosame claim 25%same territory 25%Anyone could say it
    Contested
    Also on LaunchDarkly
  • Advanced statistics engine and warehouse-native experiments
    “Run sophisticated tests, compute results with advanced statistical treatments, and run it all in your warehouse”
    capabilitySectionsame claim 25%same territory 50%Copyable with effort
    Contested
    Also on LaunchDarkly
  • Customer cut tool costs by consolidating
    “20% cost savings from consolidating analytics and experimentation tools”
    proofSectionsame claim 25%same territory 50%Copyable with effort
    Contested
    Also on Optimizely
  • Customer saved time by consolidating tools
    “Brex's data teams achieved a +50% time efficiency gain by consolidating their product data, experimentation, and analytics in one platform”
    proofSectionsame claim 25%same territory 50%Copyable with effort
    Contested
    Also on Optimizely
  • Customers dramatically increased experiment velocity
    “Ancestry increased experimentation velocity and positively impacted core business metrics”
    proofSectionsame claim 25%same territory 50%Copyable with effort
    Contested
    Also on Optimizely
  • Feature flags give control over releases
    “Gain complete control over your release process with a smarter feature flagging platform”
    capabilitySectionsame claim 25%same territory 25%Anyone could say it
    Contested
    Also on LaunchDarkly
  • Free plan with no credit card required
    “Developer plan: Growth tools for individual builders, free, no credit card required”
    segmentSectionsame claim 25%same territory 50%Anyone could say it
    Contested
    Also on PostHog
  • Session replay shows how users behave
    “See how users engage with your app or website with session replays”
    capabilitySectionsame claim 25%same territory 25%Anyone could say it
    Contested
    Also on LaunchDarkly
  • Part of/owned by Amplitude
    “Statsig is part of the Amplitude family”
    categoryHerosame claim 0%same territory 0%Copyable with effortnot a buying criterion
    Unique and owned
  • 99.99% uptime
    “99.99% infra uptime for API & Console”
    proofSectionsame claim 0%same territory 0%Copyable with effort
    Unique and owned
  • Customer built an experimentation culture and lifted growth metrics
    “Notion fostered a culture of experimentation, accelerated learning, and significantly impacted core growth metrics such as activation”
    proofSectionsame claim 0%same territory 50%Copyable with effort
    Unique and owned
  • Customer personalization reached millions of users
    “3.5 million customers benefiting from personalization”
    proofSectionsame claim 0%same territory 50%Copyable with effortnot a buying criterion
    Unique and owned
  • Customer reduced refunds and cancellations
    “20% decrease in refunds”
    proofSectionsame claim 0%same territory 50%Copyable with effortnot a buying criterion
    Unique and owned
  • Customer shipped hundreds of features on flags
    “600+ features released with Statsig flags”
    proofSectionsame claim 0%same territory 50%Copyable with effortnot a buying criterion
    Unique and owned
  • Flags linked to product data, proven at scale, cheap
    “Statsig Feature Flags are linked directly to your product data, battle-tested at massive scale, and shockingly affordable”
    qualitySectionsame claim 0%same territory 25%Copyable with effort
    Unique and owned
  • High reliability and performance at scale
    “Statsig services are used at massive scale with industry leading reliability and performance”
    qualitySectionsame claim 0%same territory 0%Anyone could say it
    Unique for now
  • Leading/best-in-class experimentation platform
    “Scale your experimentation culture with the world's leading experimentation platform”
    qualitySectionsame claim 0%same territory 50%Anyone could say it
    Unique for now
  • Massive event/user processing volume stats
    “1+ Trillion events processed per day”
    proofSectionsame claim 0%same territory 0%Hard to copy
    Unique and owned
  • Replace expensive point solutions
    “Say goodbye to expensive point solutions”
    outcomeSectionsame claim 0%same territory 75%Anyone could say it
    Unique for now
  • Replays linked to flags, experiments, and metrics
    “Session replays are linked to every feature flag, experiment, and metric, so you can dig into user painpoints and identify new trends”
    capabilitySectionsame claim 0%same territory 25%Copyable with effort
    Unique and owned
  • SDKs for every framework
    “SDKs for every framework”
    capabilitySectionsame claim 0%same territory 75%Anyone could say it
    Unique for now
  • Sub-millisecond flag evaluation latency
    “<1ms post-init evaluation latency”
    proofSectionsame claim 0%same territory 0%Copyable with effort
    Unique and owned
  • Trusted product metrics for data teams
    “Build a trusted set of product metrics with a platform built for data teams”
    capabilitySectionsame claim 0%same territory 50%Anyone could say it
    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%41The 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%35Every 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%43Expected 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%26Same 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%2The 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%40Weighted 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
Statsig
statsig.com
Competitor
Optimizely
optimizely.com
Competitor
LaunchDarkly
launchdarkly.com
Competitor
Amplitude
amplitude.com
Competitor
PostHog
posthog.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 section copy says “Loved by customers at every stage of growth”.

    Optimizely, Amplitude and PostHog 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.

  2. 2
    Table stakesYour section copy says “Say goodbye to expensive point solutions”.

    Keep the fact, lose the position: optimizely, Amplitude and PostHog say it too (75% of the set), and your section is spending its first impression on the same territory as theirs.

  3. 3
    Table stakesYour section copy says “SDKs for every framework”.

    This is the set's common ground — Optimizely, Amplitude and PostHog say it too (75% of the set). 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.

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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