Message test · Sans

None of 15 buyers could tell what Sans is.

https://www.sans.org/15 AI-simulated buyers

Your message needs work: they could not tell what it is, who it's for, why it's worth their time, or why to pick you.

Simulated responsesNo humans answered these questions. Every quote below was written by an AI model role-playing a buyer profile.
Saved report, kept for 60 days — expires in 60 days. Re-opening it is free.
01

Your verdict

  • Clarity

    Fix first

    Do they understand what you do?

    Fail0 of 15

    0 could name what kind of product this is, unprompted.

  • Relevance

    Can they tell what it solves, and who it's for?

    Fail0 of 15

    0 could quickly tell what problem it solves and who it is for.

  • Value

    Do they actually want it?

    Fail0 of 15

    0 would take a meeting to learn more.

  • Differentiation

    Is there a reason to pick you over the alternatives?

    Fail1 of 15

    1 could name a reason to pick you over a similar option.

See what they thought you were

Your page describes: security software. They said:

  • 5×Unknown / error pagewrong
  • 2×Unknown / page errorwrong
  • 1×Unknown - error page, no contentwrong
  • 1×Unknown - page failed to loadwrong
  • 1×Unknown — page did not loadwrong
  • 1×Unknown / page not loaded (error page)wrong

4 couldn't name one; 11 named the wrong one.

Four separate measures, not stages: all 15 personas answered all four questions. Each square is one persona.

Additional signalBrand alignment0 of 15FailShow finding ▸

Respondents treated the unhandled 500 error as a signal about the company, not just the page: weak engineering maturity, immature operations, and damaged infrastructure credibility. Two noted the irony of a security or reliability vendor whose own site is… Not one of the four layers, and it does not affect the scores above or the order to fix them in.

These are 15 simulated buyers. Want 15 real ones?

Test with humans
02

Fix these first

Fix these first

Three edits, in the order that matters.

The first is on your weakest layer, the second on the next, the third on the layer the most buyers had a problem with. Each says what to change on the page and why, with one simulated answer behind it.

  1. Replace the 500 error page with the live product page before any further testing.

    Why: The page returns "We are currently experiencing technical difficulties" and a 500 code, so no product content exists to read. Restore the page so buyers see what the product is.

    8 of 15 raised this

    “the page just showed an error: "We are currently experiencing technical difficulties. Please try again later. 500". There was no actual product content to assess”
    Senior Information Security Manager, Healthcare · 5000+ employeessimulated
    Moves Clarity
    Show the product early
  2. Open the restored page with the specific job the buyer is hiring you for.

    Why: Nothing on the page names a problem, a role, or a use case, so no reader can tell whether it is for them. Lead with the task a security or operations buyer would say out loud.

    6 of 15 raised this

    “No problem statement, no audience, no product copy at all.”
    Senior Information Security Manager, Healthcare · 5000+ employeessimulated
    Moves Relevance
    Lead with the use case
  3. Add a short section explaining how your approach differs from the alternatives buyers compare you against.

    Why: With the page down, buyers dropped the vendor for competitors whose sites load, and nothing on the restored page should leave that comparison unanswered. Name the specific difference: scope, speed, pricing model, or who it is built for.

    7 of 15 raised this

    “If a competitor's shortlisted page actually loads and shows me a problem statement, customers, or even basic product detail, they win by default. A broken page at evaluation…” Show full quote
    “If a competitor's shortlisted page actually loads and shows me a problem statement, customers, or even basic product detail, they win by default. A broken page at evaluation time tells me something about reliability”
    Senior Information Security Manager, Healthcare · 5000+ employeessimulated
    Moves Differentiation
    Give a reason to choose you
03

All recommendations

Clarity

Fail0 of 15
Moves ClarityOne clear next action

Add a maintained error page naming the product and linking to a working overview.

Why: The current error screen shows only skip links and the number 500, giving a visitor nothing to identify the company or where to go next. Say what the site is and offer one link back to a working page.

8 of 15 raised this

“the page just showed an error: "We are currently experiencing technical difficulties. Please try again later. 500". There was no actual product content to assess”
Senior Information Security Manager, Healthcare · 5000+ employeessimulated
Moves ClarityConcrete over abstract

Add a status page link and expected return time to the error message.

Why: "Please try again later" tells a visitor nothing about how long later means or where to check. Give a status URL and a time estimate so the reader has a next step.

8 of 15 raised this

“the page just showed an error: "We are currently experiencing technical difficulties. Please try again later. 500". There was no actual product content to assess”
Senior Information Security Manager, Healthcare · 5000+ employeessimulated

Relevance

Fail0 of 15
Moves RelevanceProblem before solution

State the problem in the buyer's words above any description of the product.

Why: The page presents no problem statement at all, so even a restored page risks opening on capabilities. Start with the failure the buyer already lives with before naming the answer.

6 of 15 raised this

“No problem statement, no audience, no product copy at all.”
Senior Information Security Manager, Healthcare · 5000+ employeessimulated
Moves RelevanceName the audience

Name the buyer role and company size in the first screen of the restored page.

Why: Readers arrived mid-renewal with no way to see whether the page addressed their situation. Write a line that names the team and the environment, so the right reader stops and the wrong one leaves.

6 of 15 raised this

“No problem statement, no audience, no product copy at all.”
Senior Information Security Manager, Healthcare · 5000+ employeessimulated

Value

Fail0 of 15
Moves ValueSpecifics beat superlatives

Add a quantified outcome with its timeframe directly under the main headline.

Why: There is no claim, number, or outcome anywhere for a buyer to weigh. Put one measurable result, such as reduction in analyst hours or incidents, where the eye lands first.

4 of 15 raised this

“I can't answer that because there's literally nothing to evaluate — the page is just a 500 error page, "We are currently experiencing technical difficulties. Please try again…” Show full quote
“I can't answer that because there's literally nothing to evaluate — the page is just a 500 error page, "We are currently experiencing technical difficulties. Please try again later."”
Information Security Manager, Retail · 1001-5000 employeessimulated
Moves ValueProof next to the claim

Place a named customer and their result beside the main claim on the restored page.

Why: Buyers said they needed a reference customer at their own scale before spending time. Put the company name, size, and measured change next to the claim it supports, not on a separate page.

4 of 15 raised this

“I can't answer that because there's literally nothing to evaluate — the page is just a 500 error page, "We are currently experiencing technical difficulties. Please try again…” Show full quote
“I can't answer that because there's literally nothing to evaluate — the page is just a 500 error page, "We are currently experiencing technical difficulties. Please try again later."”
Information Security Manager, Retail · 1001-5000 employeessimulated
Moves ValueTie the feature to the outcome

Pair each capability on the restored page with the task it removes from the buyer.

Why: Feature lists without outcomes leave the reader to guess the payoff. Write each line as what the buyer stops doing or finishes faster.

4 of 15 raised this

“I can't answer that because there's literally nothing to evaluate — the page is just a 500 error page, "We are currently experiencing technical difficulties. Please try again…” Show full quote
“I can't answer that because there's literally nothing to evaluate — the page is just a 500 error page, "We are currently experiencing technical difficulties. Please try again later."”
Information Security Manager, Retail · 1001-5000 employeessimulated

Differentiation

Fail1 of 15
Moves DifferentiationAnswer the live objection

Add the reliability objection and your answer to it near the top of the restored page.

Why: Buyers evaluating a renewal now hold a live doubt about your uptime. Name the concern and answer it with your published availability record and status page.

7 of 15 raised this

“If a competitor's shortlisted page actually loads and shows me a problem statement, customers, or even basic product detail, they win by default. A broken page at evaluation…” Show full quote
“If a competitor's shortlisted page actually loads and shows me a problem statement, customers, or even basic product detail, they win by default. A broken page at evaluation time tells me something about reliability”
Senior Information Security Manager, Healthcare · 5000+ employeessimulated
Additional signal

Brand alignment

Fail0 of 15
Moves Brand alignmentProof next to the claim

Add a public status page and uptime history, linked from the header.

Why: An unhandled 500 from a vendor selling reliability reads as evidence against the pitch. A linked uptime record and incident history turn the claim into something checkable.

7 of 15 raised this

“a vendor whose site throws an unhandled 500 rather than a graceful maintenance page feels under-resourced on basic engineering hygiene — not a confidence builder going into a…” Show full quote
“a vendor whose site throws an unhandled 500 rather than a graceful maintenance page feels under-resourced on basic engineering hygiene — not a confidence builder going into a renewal conversation.”
Information Security Director, Healthcare · 501-1000 employeessimulated
Moves Brand alignmentPlain language

Rewrite the error text to acknowledge the incident and point to incident updates.

Why: "We are currently experiencing technical difficulties" is generic and unowned, which compounds the damage for a reliability vendor. Acknowledge the outage plainly and link to where updates are posted.

7 of 15 raised this

“a vendor whose site throws an unhandled 500 rather than a graceful maintenance page feels under-resourced on basic engineering hygiene — not a confidence builder going into a…” Show full quote
“a vendor whose site throws an unhandled 500 rather than a graceful maintenance page feels under-resourced on basic engineering hygiene — not a confidence builder going into a renewal conversation.”
Information Security Director, Healthcare · 501-1000 employeessimulated
04

Buyer evidence

Biggest risks

A deliberately adversarial read of the same answers. Each claim was checked back against what the personas said and dropped if nothing supported it.

  • high

    This test produced zero data on the messaging and must be rerun from scratch.

    All 15 respondents hit a 500 error with no copy, claims, or mechanism visible (theme 0), and 6 confirmed no problem statement, audience, or product name existed to judge (theme 1). Every downstream score measures an outage, not words.

  • high

    The page actively destroyed brand equity rather than merely failing to build it.

    7 respondents read the unhandled 500 as weak engineering maturity and immature operations, with two naming the irony of a reliability vendor (theme 5), and 7 more treated it as grounds for disqualification (theme 4). Silence would have scored better.

  • high

    The failure cost live pipeline, not just a test cycle.

    Two respondents were mid-renewal evaluation when the page died and logged it as a concrete negative data point (theme 2), while 7 described removal from shortlist comparison against competitors whose pages load (theme 4).

  • medium

    Respondents wrote the brief the page should have delivered, and it is specific enough that there is no excuse for missing it.

    3 volunteered the exact bar unprompted: a named reference customer at 5000+ employees, documented risk reduction or analyst workload improvement, and a credible mechanism (theme 6); 6 named healthcare-quantified problems and an explicit security role (theme…

  • medium

    No differentiation claim survives, because the comparison respondents ran was availability versus competitors, not capability.

    7 respondents framed the vendor against competitors purely on whose page loads (theme 4), and 4 found no value proposition, mechanism, or customer evidence to compare on (theme 3).

Clarity

  • The page served a 500 error, so no product content was visible

    8 of 15

    “the page just showed an error: "We are currently experiencing technical difficulties. Please try again later. 500". There was no actual product content to assess”
    Senior Information Security Manager, Healthcare · 5000+ employeessimulated
    See all 8 comments
    “Honestly, I can't tell you what this company does — the page just threw a 500 error page at me: "We are currently experiencing technical difficulties. Please try…” Show full quote
    “Honestly, I can't tell you what this company does — the page just threw a 500 error page at me: "We are currently experiencing technical difficulties. Please try again later."”
    Information Security Manager, Technology · 1001-5000 employeessimulated
    “No idea — the page just threw a "500, technical difficulties" error. There's literally no product copy to go on, so I can't tell you what this company…” Show full quote
    “No idea — the page just threw a "500, technical difficulties" error. There's literally no product copy to go on, so I can't tell you what this company does.”
    Director of Information Security, Telecommunications · 201-500 employeessimulated
    “the page didn't load any actual content, just a generic error message: "We are currently experiencing technical difficulties. Please try again later." and a stray "500" error code…” Show full quote
    “the page didn't load any actual content, just a generic error message: "We are currently experiencing technical difficulties. Please try again later." and a stray "500" error code with an "Edit" link, which looks like a broken CMS page”
    Information Security Director, Retail · 501-1000 employeessimulated
    “the page just threw up a "500 — technical difficulties" error page, not actual product copy”
    Information Security Manager, Financial Services · 1001-5000 employeessimulated
    “the page just threw a "500 - technical difficulties, please try again later" error at me. There's no product description, no claims, nothing to evaluate.”
    Senior Information Security Manager, Technology · 5000+ employeessimulated
    “the page didn't load anything but an error: "We are currently experiencing technical difficulties. Please try again later. 500." There's no product description, no claims, nothing to evaluate.”
    Director of Information Security, Healthcare · 201-500 employeessimulated
    “the page didn't load any actual content, it just returned a 500 error page: "We are currently experiencing technical difficulties. Please try again later." There's no product description,…” Show full quote
    “the page didn't load any actual content, it just returned a 500 error page: "We are currently experiencing technical difficulties. Please try again later." There's no product description, no mechanism, no claims to evaluate at all.”
    Information Security Director, Telecommunications · 501-1000 employeessimulated

Relevance

  • No problem statement, audience, or product name was present to judge relevance

    6 of 15

    “No problem statement, no audience, no product copy at all.”
    Senior Information Security Manager, Healthcare · 5000+ employeessimulated
    See all 6 comments
    “There's nothing here to find — the page just shows a "500" error and "We are currently experiencing technical difficulties. Please try again later." No problem statement, no…” Show full quote
    “There's nothing here to find — the page just shows a "500" error and "We are currently experiencing technical difficulties. Please try again later." No problem statement, no audience, nothing to even hunt through.”
    Director of Information Security, Telecommunications · 201-500 employeessimulated
    “There's nothing here to find — no problem statement, no audience, no product description. The entire page is just an error”
    Information Security Director, Retail · 501-1000 employeessimulated
    “the page is literally just a 500 error, "We are currently experiencing technical difficulties. Please try again later," plus a stray "Edit" link that looks like leftover CMS…” Show full quote
    “the page is literally just a 500 error, "We are currently experiencing technical difficulties. Please try again later," plus a stray "Edit" link that looks like leftover CMS debris. No problem statement, no audience, no product name, nothing.”
    Senior Information Security Manager, Technology · 5000+ employeessimulated
    “I'd need it to name my problem in healthcare-specific terms — think incident response times, audit/compliance burden (HIPAA, SOC 2), or breach exposure for a company our size…” Show full quote
    “I'd need it to name my problem in healthcare-specific terms — think incident response times, audit/compliance burden (HIPAA, SOC 2), or breach exposure for a company our size — plus a concrete metric or case study showing a peer org got measurable results”
    Director of Information Security, Healthcare · 201-500 employeessimulated
    “I'd need to see it called out for a security role at my scale directly — something like 'built for infosec teams at multi-location retailers' plus a concrete…” Show full quote
    “I'd need to see it called out for a security role at my scale directly — something like 'built for infosec teams at multi-location retailers' plus a concrete use case (fraud, PCI compliance, incident response) that mirrors what I deal with daily.”
    Information Security Manager, Retail · 1001-5000 employeessimulated
  • Timing during an active renewal cycle amplified the damage

    1 of 15

Value

  • There were no claims, metrics, or proof points to evaluate

    4 of 15

    “I can't answer that because there's literally nothing to evaluate — the page is just a 500 error page, "We are currently experiencing technical difficulties. Please try again…” Show full quote
    “I can't answer that because there's literally nothing to evaluate — the page is just a 500 error page, "We are currently experiencing technical difficulties. Please try again later."”
    Information Security Manager, Retail · 1001-5000 employeessimulated
    See all 4 comments
    “no problem statement, no claimed outcome, no named customers, nothing I could hold against reality even hypothetically”
    Senior Information Security Manager, Retail · 5000+ employeessimulated
    “I can't answer that in any meaningful way because there's nothing here to evaluate — the page is just a 500 error, "We are currently experiencing technical difficulties.…” Show full quote
    “I can't answer that in any meaningful way because there's nothing here to evaluate — the page is just a 500 error, "We are currently experiencing technical difficulties. Please try again later." There's no claim about what would change, no mechanism, no proof points, nothing to even hypothesize "if this worked as promised."”
    Information Security Manager, Technology · 1001-5000 employeessimulated
    “The page is just a 500 error, so I have no claims, no mechanism, no numbers to judge "if it worked as promised."”
    Director of Information Security, Telecommunications · 201-500 employeessimulated
  • Respondents named reference customers and quantified risk reduction as the bar for a…

    3 of 15

    “A credible, named reference customer - ideally another EU tech company at 5000+ employees - saying this tool cut a specific pain point like alert fatigue or audit…” Show full quote
    “A credible, named reference customer - ideally another EU tech company at 5000+ employees - saying this tool cut a specific pain point like alert fatigue or audit hours, with a number attached.”
    Senior Information Security Manager, Technology · 5000+ employeessimulated
    See all 3 comments
    “A credible, quantified reduction in risk or analyst workload — something like fewer hours spent on manual triage or a documented drop in incident response time at a…” Show full quote
    “A credible, quantified reduction in risk or analyst workload — something like fewer hours spent on manual triage or a documented drop in incident response time at a similar-sized healthcare org — backed by a reference I can call”
    Director of Information Security, Healthcare · 201-500 employeessimulated
    “The one outcome worth my time would be a credible, evidenced mechanism showing how the product reduces a specific risk I already track — paired with a reference…” Show full quote
    “The one outcome worth my time would be a credible, evidenced mechanism showing how the product reduces a specific risk I already track — paired with a reference customer of comparable size and sector I could actually call.”
    Information Security Director, Telecommunications · 501-1000 employeessimulated

Differentiation

  • The broken page disqualified the vendor outright against working competitors

    7 of 15

    “If a competitor's shortlisted page actually loads and shows me a problem statement, customers, or even basic product detail, they win by default. A broken page at evaluation…” Show full quote
    “If a competitor's shortlisted page actually loads and shows me a problem statement, customers, or even basic product detail, they win by default. A broken page at evaluation time tells me something about reliability”
    Senior Information Security Manager, Healthcare · 5000+ employeessimulated
    See all 7 comments
    “for a vendor up for renewal, a broken page during evaluation is an actual data point against them, not neutral.”
    Information Security Director, Telecommunications · 501-1000 employeessimulated
    “This one rules itself out immediately — there's nothing on the page but "We are currently experiencing technical difficulties. Please try again later." That's an automatic disqualifier against…” Show full quote
    “This one rules itself out immediately — there's nothing on the page but "We are currently experiencing technical difficulties. Please try again later." That's an automatic disqualifier against any competitor that actually loads”
    Information Security Manager, Retail · 1001-5000 employeessimulated
    “if a vendor can't even keep a landing page up while I'm evaluating them, that's a data point about reliability in itself, and I'd need someone to send…” Show full quote
    “if a vendor can't even keep a landing page up while I'm evaluating them, that's a data point about reliability in itself, and I'd need someone to send me working materials before I'd reconsider.”
    Senior Information Security Manager, Financial Services · 5000+ employeessimulated
    “If a vendor can't keep their own page up for a shortlist review, that's a reason to drop them, not a tiebreaker.”
    Director of Information Security, Telecommunications · 201-500 employeessimulated
    “against any competitor who actually shows up with a claim and proof points, this one loses by default”
    Information Security Manager, Financial Services · 1001-5000 employeessimulated
    “one of them not even having a working page to show me isn't a weak signal, it's disqualifying on its own - it tells me nothing about the…” Show full quote
    “one of them not even having a working page to show me isn't a weak signal, it's disqualifying on its own - it tells me nothing about the product but quite a bit about whether this vendor has their basics sorted.”
    Senior Information Security Manager, Technology · 5000+ employeessimulated

Brand alignment

  • The outage itself read as evidence of poor reliability from a vendor selling reliability

    7 of 15

    “a vendor whose site throws an unhandled 500 rather than a graceful maintenance page feels under-resourced on basic engineering hygiene — not a confidence builder going into a…” Show full quote
    “a vendor whose site throws an unhandled 500 rather than a graceful maintenance page feels under-resourced on basic engineering hygiene — not a confidence builder going into a renewal conversation.”
    Information Security Director, Healthcare · 501-1000 employeessimulated
    See all 3 comments
    “there's no copy, no tone, no claims, nothing to size up a company from. All I've got is "We are currently experiencing technical difficulties. Please try again later.…” Show full quote
    “there's no copy, no tone, no claims, nothing to size up a company from. All I've got is "We are currently experiencing technical difficulties. Please try again later. 500."”
    Senior Information Security Manager, Healthcare · 5000+ employeessimulated
    “the lack of a custom error page or even basic branding on the failure screen makes me guess smaller or less mature outfit”
    Director of Information Security, Technology · 201-500 employeessimulated
05

How this works

Who we simulated (15 personas)

15 AI-simulated personas matched to your target market. Each answered independently, without seeing your goal, the scoring criteria, or each other’s answers. Attribution is role, industry and company size only.

Information Security ManagerTechnology · 1001-5000 employeesUS
Senior Information Security ManagerHealthcare · 5000+ employeesEU
Director of Information SecurityTelecommunications · 201-500 employeesUS
Information Security DirectorRetail · 501-1000 employeesEU
Information Security ManagerFinancial Services · 1001-5000 employeesUS
Senior Information Security ManagerTechnology · 5000+ employeesEU
Director of Information SecurityHealthcare · 201-500 employeesUS
Information Security DirectorTelecommunications · 501-1000 employeesEU
Information Security ManagerRetail · 1001-5000 employeesUS
Senior Information Security ManagerFinancial Services · 5000+ employeesEU
Director of Information SecurityTechnology · 201-500 employeesUS
Information Security DirectorHealthcare · 501-1000 employeesEU
Information Security ManagerTelecommunications · 1001-5000 employeesUS
Senior Information Security ManagerRetail · 5000+ employeesEU
Director of Information SecurityFinancial Services · 201-500 employeesUS
Methodology

Every answer on this page was written by an AI model role-playing a buyer profile, scored on Wynter’s B2B Message Layers framework. The personas were sampled in code across role, industry, company size and behavioral traits; the model wrote only the answers. Scores arrive through fixed verdict categories and the counts are computed in our own code, so no number here was written by a model.

Score details: the count and the strength

The count is how many personas cleared the bar on each question. A yes can be unhesitating or come with reservations; the scorecard counts both as a yes, and this is the only place the difference is shown. Per layer:

  • Clarity: 0 of 15
  • Relevance: 0 of 15
  • Value: 0 of 15
  • Differentiation: 1 of 15, without hesitation

These answers are AI-simulated and directional. Validate anything you’re betting on with real buyers, your ICPs.

Your next 3 moves

  1. 1.Replace the 500 error page with the live product page before any further testing.
  2. 2.Open the restored page with the specific job the buyer is hiring you for.
  3. 3.Add a short section explaining how your approach differs from the alternatives buyers compare you against.

See what real buyers say.

A detailed, section-by-section message test report from verified B2B professionals who are actually in-market for what you sell.

Test with humans
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