Sameness Index · 3 sites compared

Your page scores 39 out of 100 for sameness against the 2 competitors you named — low enough that buyers can probably tell you apart.

https://www.sumologic.com/

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01

Your verdict

39
Sameness · vs 2 named
How is this calculated?

Your page is mostly your own.

Most of what you say, Datadog and the rest of your set do not. You're less same than 326 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 39. Datadog scores 39. Elastic scores 12. The SaaS avg is 56.

Each named site is scored the same way, against the other 2 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 39.

    You are 17 points less same than the average SaaS site.

  2. Closest overlap: Datadog

    Of the 2 sites you named, Datadog echoes the most of what your page says. Scored the same way against the rest of the set, Datadog sits at 39.

    Datadog is the competitor you sound most like.

  3. Room to own more

    25% of your claim space is ownable: unique, relevant, and hard to copy. 2 of those claims sit in body copy, where few readers reach them.

    25% is ownable, and 2 buried opportunities could help you stand out more.

Do this first

Three changes worth testing first.

Chosen by rule from the comparison with Datadog and Elastic: 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. “60% Reduction in price per GB”

    Datadog and Elastic 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. “90% reduction in alert investigation time”

    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. “In particular, Sumo Logic's powerful query functions serve as a competitive function, providing insightful results, like identifying similar errors or…”

    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.

25% of your page’s claim space is yours to keep.

25%Yours to keep32%Unique but weak43%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 · 4

  1. Cuts data cost per GB substantially

    “60% Reduction in price per GB”

  2. Large measured reduction in MTTR/MTTD

    “80% Decrease in MTTR and MTTD”

  3. Quantified multi-year ROI

    “376% Three year ROI”

  4. Unlimited users and unthrottled performance

    “Unlimited users”

Buried in body copy · 2

  1. 90% less time spent investigating alerts

    “90% reduction in alert investigation time”

  2. Powerful query functions surface related errors

    “In particular, Sumo Logic's powerful query functions serve as a competitive function, providing insightful results, like identifying similar errors or…”

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
    lowers cost of observability data
    • “60% Reduction in price per GB”
    • “376% Three year ROI”
    • “Unlimited users”
    • “Pay only for the data being used so you can ingest everything without budget waste”

    You say this 4 different ways.

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

    They say
    • Datadog“Ingest all your custom metrics and index only those valuable for querying to balance cost and visibility”
    • Elastic“Simple Pricing, No Hidden Fees”
  • Contested · 50%KeepHero
    AI automates triage and investigation
    • “Agentic AI-powered security and cloud analytics to automate, detect and investigate at the speed of now”
    • “Intelligent Operations for the AI era”
    • “Speed up incident investigations by automatically triaging alerts and correlating threats through log analytics”

    You say this 3 different ways.

    Datadog 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
    • Datadog“AI agents that chat, investigate, and remediate issues”
  • Contested · 50%SharpenHero
    enterprise-grade security and certifications
    • “Get peace of mind with top-grade platform security”
    • “SOC 2 Type II, FedRAMP Moderate Authorized, ISO 27001, GDPR, HIPAA, PCI DSS 4.0.1, CCPA”

    You say this 2 different ways.

    Datadog is 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
    • Datadog“Track and fulfill audit requirements with out-of-the-box support for over 15 compliance frameworks including PCI DSS, SOC 2, HIPAA, GDPR, and CIS”
  • Contested · 50%SharpenHero
    faster detection and incident resolution
    • “80% Decrease in MTTR and MTTD”
    • “Faster threat detection, investigation and response with SIEM”
    • “Behavioral analytics and automation, powered by real-time data and logs-first intelligence”

    You say this 3 different ways.

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

    They say
    • Datadog“Analyze and explore your logs for rapid troubleshooting”
  • Contested · 50%SharpenSection
    broad data collection and monitoring coverage
    • “Collect log data from cloud and on-premises systems to proactively analyze and resolve issues before they affect your applications and system”

    Contested ground: Datadog claim it as well. The version that wins names a mechanism, a number or a scope that theirs cannot match.

    They say
    • Datadog“Deploy everywhere—including on-premise, hybrid, edge, and multi-cloud environments”
  • Contested · 50%SharpenSection
    integrates with your existing tools
    • “450+ Powerful Integrations”
    • “Sumo Logic MCP Server: Dojo AI power from your favorite tools”

    You say this 2 different ways.

    Across 2 of your lines: Datadog is 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
    • Datadog“extensive coverage of popular technologies”
  • Contested · 50%SharpenSection
    reduces alert noise and fatigue
    • “Dojo AI: Cut through the noise. Respond faster. Stay ahead.”

    Section-level, and shared: Datadog is 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
    • Datadog“Reduce alert fatigue with AIOps that correlates events and automatically surface issues from the noise”
04

Claim-by-claim evidence

Every claim on your page (26)
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.

  • AI agents automate triage and investigation
    “Agentic AI-powered security and cloud analytics to automate, detect and investigate at the speed of now”
    categoryHerosame claim 50%same territory 50%Anyone could say it
    Contested
    Also on Datadog
  • Faster threat detection and response
    “Faster threat detection, investigation and response with SIEM”
    outcomeHerosame claim 50%same territory 50%Anyone could say it
    Contested
    Also on Datadog
  • Log-centric analytics drive faster resolution
    “Behavioral analytics and automation, powered by real-time data and logs-first intelligence”
    capabilityHerosame claim 50%same territory 50%Anyone could say it
    Contested
    Also on Datadog
  • Positioned as platform for AI-era operations
    “Intelligent Operations for the AI era”
    categoryHerosame claim 50%same territory 50%Anyone could say itnot a buying criterion
    Contested
    Also on Datadog
  • Collects data from cloud and on-prem systems
    “Collect log data from cloud and on-premises systems to proactively analyze and resolve issues before they affect your applications and system”
    capabilitySectionsame claim 50%same territory 50%Anyone could say it
    Contested
    Also on Datadog
  • Holds major security and compliance certifications
    “SOC 2 Type II, FedRAMP Moderate Authorized, ISO 27001, GDPR, HIPAA, PCI DSS 4.0.1, CCPA”
    proofSectionsame claim 50%same territory 50%Copyable with effort
    Contested
    Also on Datadog
  • Hundreds of prebuilt integrations
    “450+ Powerful Integrations”
    capabilitySectionsame claim 50%same territory 50%Copyable with effort
    Contested
    Also on Datadog
  • Pay only for data used; no budget waste
    “Pay only for the data being used so you can ingest everything without budget waste”
    capabilitySectionsame claim 50%same territory 100%Copyable with effort
    Contested
    Also on Datadog
  • Reduces alert noise and alert fatigue
    “Dojo AI: Cut through the noise. Respond faster. Stay ahead.”
    outcomeSectionsame claim 50%same territory 50%Anyone could say it
    Contested
    Also on Datadog
  • Unified monitoring, troubleshooting and security platformgrouping uncertain
    “Monitor, troubleshoot, automate, and defend”
    capabilitySectionsame claim 50%same territory 50%Anyone could say it
    Contested
    Also on Datadog
  • Cuts data cost per GB substantially
    “60% Reduction in price per GB”
    proofHerosame claim 0%same territory 100%Copyable with effort
    Unique and owned
  • Free trial without credit card
    “FREE trial. No credit card.”
    capabilityHerosame claim 0%same territory 0%Anyone could say itnot a buying criterion
    Unique for now
  • Large measured reduction in MTTR/MTTD
    “80% Decrease in MTTR and MTTD”
    proofHerosame claim 0%same territory 50%Copyable with effort
    Unique and owned
  • Platform is secure by design and certified
    “Get peace of mind with top-grade platform security”
    qualityHerosame claim 0%same territory 50%Anyone could say it
    Unique for now
  • Quantified multi-year ROI
    “376% Three year ROI”
    proofHerosame claim 0%same territory 100%Copyable with effort
    Unique and owned
  • Unlimited users and unthrottled performance
    “Unlimited users”
    capabilityHerosame claim 0%same territory 100%Copyable with effort
    Unique and owned
  • Automated alert triage and threat correlation
    “Speed up incident investigations by automatically triaging alerts and correlating threats through log analytics”
    capabilitySectionsame claim 0%same territory 50%Anyone could say it
    Unique for now
  • Integrates with third-party tools via MCP server
    “Sumo Logic MCP Server: Dojo AI power from your favorite tools”
    capabilitySectionsame claim 0%same territory 50%Copyable with effortnot a buying criterion
    Unique and owned
  • Suited to small and mid-sized DevOps/SecOps teams
    “Ideal for small-to-medium-sized DevOps and SecOps teams requiring ad-hoc investigation and troubleshooting”
    segmentSectionsame claim 0%same territory 0%Anyone could say itnot a buying criterion
    Unique for now
  • Trusted by thousands of customers globally
    “Trusted by more than 2,500 customers globally”
    proofSectionsame claim 0%same territory 0%Anyone could say itnot a buying criterion
    Unique for now
  • Veteran in-house security team and expertise
    “World-class security organization. Founded by IT Security veterans with 100+ years of experience. CSO and a dedicated SOC team focused on ensuring platform…”
    proofSectionsame claim 0%same territory 0%Anyone could say itnot a buying criterion
    Unique for now
  • 90% less time spent investigating alerts
    “90% reduction in alert investigation time”
    proofBodysame claim 0%same territory 50%Copyable with effort
    Unique and owned
  • Customers say it surfaces actionable findings
    “Sumo Logic helps us accelerate impact by identifying impactful findings and showing us a clear path to investigation and remediation, all delivered through a…”
    proofBodysame claim 0%same territory 0%Anyone could say itnot a buying criterion
    Unique for now
  • Ingests tens of terabytes of logs daily
    “35 TB average daily log ingest volume”
    proofBodysame claim 0%same territory 0%Copyable with effortnot a buying criterion
    Unique and owned
  • Operates at very large cloud monitoring scale
    “10,000 clouds monitored and secured”
    proofBodysame claim 0%same territory 0%Copyable with effortnot a buying criterion
    Unique and owned
  • Powerful query functions surface related errors
    “In particular, Sumo Logic's powerful query functions serve as a competitive function, providing insightful results, like identifying similar errors or…”
    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%43The 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%55Expected 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%5Same 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%8The 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%30Weighted 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 (3 pages read)
Your page
sumologic.com
sumologic.com
Competitor
Datadog
datadoghq.com
Competitor
Elastic
elastic.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 “60% Reduction in price per GB”.

    Datadog and Elastic 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 “376% Three year ROI”.

    Keep the fact, lose the position: datadog and Elastic 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 “Unlimited users”.

    This is the set's common ground — Datadog and Elastic all say it too. 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 “Pay only for the data being used so you can ingest everything without budget waste”.

    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
    Surface“90% reduction in alert investigation time” 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.

  6. 6
    Surface“In particular, Sumo Logic's powerful query functions serve as a competitive function, providing insightful re…” 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.

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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