Message test · Knowbe4

Only 7 of 15 buyers could say why they would pick Knowbe4 over an alternative.

https://www.knowbe4.com/15 AI-simulated buyers

Your message needs work: they know what it is, who it's for, and why it's worth their time, but not why to pick you.

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

Your verdict

  • Clarity

    Do they understand what you do?

    Strong15 of 15

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

  • Relevance

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

    Strong15 of 15

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

  • Value

    Do they actually want it?

    Mixed11 of 15

    11 would take a meeting to learn more.

  • Differentiation

    Fix first

    Is there a reason to pick you over the alternatives?

    Weak7 of 15

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

See what they thought you were

Your page describes: Security awareness training. They said:

  • 1×Security awareness trainingmatches

14 couldn't name one; 1 got it right.

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

Additional signalBrand alignment9 of 15MixedShow finding ▸

Three respondents found the tone undifferentiated across enterprises and missing EU retail regulatory framing, sector-specific context, or regional implementation proof. 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. Rewrite the Agent Risk Manager body to explain how detection and control work.

    Why: "Real-time visibility, automated threat detection, and active AI agent control" names results without saying what it watches or does. Describe what it inspects, what triggers an alert, and what "control" means in practice.

    Moves Differentiation
    Concrete over abstract

  2. Add one named customer result beside the Agent Risk Manager block.

    Why: Every proof point on the page backs training and email security, so the AI agent claims stand alone. Name a customer using Agent Risk Manager and what it found or stopped.

    4 of 15 raised this

    “the Agent Risk Manager pitch — "real-time visibility, automated threat detection, and active AI agent control" — has zero customer proof point attached to it anywhere on this…” Show full quote
    “the Agent Risk Manager pitch — "real-time visibility, automated threat detection, and active AI agent control" — has zero customer proof point attached to it anywhere on this page, no case study, no metric, nothing like the Cebu Pacific line”
    IT Security Leader, Financial Services · 5000+ employeessimulated
    Moves Value
    Proof next to the claim

  3. Add a product screenshot or sample alert beside the Agent Risk Manager block.

    Why: The AI sections read as claims with nothing to look at, so readers treat them as a layer over the familiar training product. Show the agent inventory or an alert so readers see what exists today.

    8 of 15 raised this

    “it's not clear if that's a real distinct product securing autonomous AI agents or just rebranded behavioral analytics with "agentic" in the name”
    Chief Information Security Officer, Financial Services · 5000+ employeessimulated
    Moves Clarity
    Show the product early

Keep these · 2

These landed. Keep the wording when you edit around it.

  1. Keep · Relevance

    The opening states the problem and audience clearly

    “the problem (human error/phishing susceptibility as the attack surface) within the first two lines. The audience is implied rather than named outright, but the persona tabs (InfoSec, Data…” Show full quote
    “the problem (human error/phishing susceptibility as the attack surface) within the first two lines. The audience is implied rather than named outright, but the persona tabs (InfoSec, Data Privacy & Compliance, Human Resources) further down make it explicit”
    Chief Information Security Officer, Financial Services · 5000+ employeessimulated
  2. Keep · Value

    Consolidation and agent visibility are the value respondents would buy if proven

    “if "Agent Risk Manager" genuinely gives visibility into rogue AI agents acting inside our systems, that's a new problem I don't have a tool for today.”
    VP of Information Security, Education · 201-500 employeessimulated
03

All recommendations

Differentiation

Weak7 of 15
Moves DifferentiationGive a reason to choose you

Replace "Leading risk teams prefer KnowBe4" with a specific reason to choose.

Why: A preference claim any vendor could print gives no reason to pick this one. Say what only this platform does, such as covering employees and their AI agents in a single console.

Moves DifferentiationHeadings stand alone

Replace the subhead "Spot human risk before it strikes" with what the agents actually do.

Why: AI Defense Agents and Agent Risk Manager read as near-identical outcome copy, so the two products blur together. Make each subhead say concretely what it monitors and who uses it.

Value

Mixed11 of 15
Moves ValueSpecifics beat superlatives

Add a result metric under the Security Awareness Training block.

Why: "Change behavior. Build resilience." promises an outcome with no number attached. State the average drop in phish-prone percentage across customers and over what timeframe.

4 of 15 raised this

“the Agent Risk Manager pitch — "real-time visibility, automated threat detection, and active AI agent control" — has zero customer proof point attached to it anywhere on this…” Show full quote
“the Agent Risk Manager pitch — "real-time visibility, automated threat detection, and active AI agent control" — has zero customer proof point attached to it anywhere on this page, no case study, no metric, nothing like the Cebu Pacific line”
IT Security Leader, Financial Services · 5000+ employeessimulated
Moves ValueAnswer the live objection

Add a line under Agent Risk Manager on deployment effort and false positives.

Why: Buyers cannot tell what it takes to get agent monitoring running or how much noise it generates. Say what it connects to, how long setup takes, and the false-positive rate.

4 of 15 raised this

“the Agent Risk Manager pitch — "real-time visibility, automated threat detection, and active AI agent control" — has zero customer proof point attached to it anywhere on this…” Show full quote
“the Agent Risk Manager pitch — "real-time visibility, automated threat detection, and active AI agent control" — has zero customer proof point attached to it anywhere on this page, no case study, no metric, nothing like the Cebu Pacific line”
IT Security Leader, Financial Services · 5000+ employeessimulated

Relevance

Strong15 of 15

No specific edits needed here — this layer held up.

Additional signal

Brand alignment

Mixed9 of 15
Moves Brand alignmentName the audience

Name organisation size and region in the persona tab intros.

Why: InfoSec, HR and Compliance read as generic buckets, so a buyer cannot tell if the product fits their size or regulatory setting. Add a line naming the company profile each tab is written for.

3 of 15 raised this

“it reads like broad enterprise SaaS marketing copy stacked with badges and customer quotes rather than something addressing an EU retail security director's specific constraints; nothing here mentions…” Show full quote
“it reads like broad enterprise SaaS marketing copy stacked with badges and customer quotes rather than something addressing an EU retail security director's specific constraints; nothing here mentions GDPR, EU-specific regulation, or retail-sector risk profile, so it feels generic-enterprise”
Director of Security Awareness, Retail · 501-1000 employeessimulated
Moves Brand alignmentConcrete over abstract

Replace "Empower users with real-time coaching" with the concrete coaching moment.

Why: Empower, seamless and end-to-end could sit on any security vendor's page. Describe what the user sees, when it appears, and what happens next.

3 of 15 raised this

“it reads like broad enterprise SaaS marketing copy stacked with badges and customer quotes rather than something addressing an EU retail security director's specific constraints; nothing here mentions…” Show full quote
“it reads like broad enterprise SaaS marketing copy stacked with badges and customer quotes rather than something addressing an EU retail security director's specific constraints; nothing here mentions GDPR, EU-specific regulation, or retail-sector risk profile, so it feels generic-enterprise”
Director of Security Awareness, Retail · 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

    The flagship AI agent story is unbuyable as written — no mechanism, no proof, nothing to evaluate.

    Eight respondents said the Agent Risk Manager copy names outcomes with no architecture, definition or example, and four found zero case studies or proof points behind it while the legacy product has them. The newest, highest-stakes claim is the least…

  • high

    The absence of mechanism detail invites the conclusion that the AI capability is marketing veneer on an old product.

    Four respondents read the core offering as standard phishing simulation with AI layered on top and named it repositioning to stay relevant; eight found no explanation of how detection or control works. Silence on mechanism confirms the bolt-on reading.

  • high

    The page states value that respondents want but never clears the proof bar needed to act on it.

    Three respondents named consolidation and rogue-agent visibility as the payoff — each explicitly conditional on demonstrated proof — while four asked for false-positive rates and integration effort that never appear. The page creates demand it cannot close.

  • medium

    The page quantifies nothing, so every claim rests on assertion.

    No metrics support the core phishing risk reduction claim, no false-positive rates or integration effort for the agent product, and no regional implementation proof. Across old and new offerings alike, the page offers words where buyers expect numbers.

  • medium

    Strong opening clarity is wasted because the page never names who it is for.

    Four respondents said the problem and audience land upfront, yet three said buyer identity must be inferred from generic persona buckets with no organisation size or regulatory specificity. Readers locate themselves by guesswork, not by invitation.

  • medium

    The messaging is interchangeable with any competitor's and gives no reason to choose this vendor.

    Three respondents found the tone undifferentiated across enterprises with no sector, EU retail regulatory framing or regional proof, and three more said the personas are generic buckets lacking size or regulatory specificity. Nothing anchors the page to a…

Value

  • The AI agent claims carry no customer evidence while the core product does

    4 of 15

    “the Agent Risk Manager pitch — "real-time visibility, automated threat detection, and active AI agent control" — has zero customer proof point attached to it anywhere on this…” Show full quote
    “the Agent Risk Manager pitch — "real-time visibility, automated threat detection, and active AI agent control" — has zero customer proof point attached to it anywhere on this page, no case study, no metric, nothing like the Cebu Pacific line”
    IT Security Leader, Financial Services · 5000+ employeessimulated
    See all 3 comments
    “One concrete technical reference call where a real customer our size describes what an AI Defense Agent actually caught, with some sense of false-positive rate and integration effort…” Show full quote
    “One concrete technical reference call where a real customer our size describes what an AI Defense Agent actually caught, with some sense of false-positive rate and integration effort against our existing email/identity stack”
    Chief Information Security Officer, Healthcare · 51-200 employeessimulated
    “the case studies they do show (Daytona Beach, Hood College, Cebu Pacific, Operation BBQ Relief) are all public-sector, education, or airline — zero retail, zero EU, which is…” Show full quote
    “the case studies they do show (Daytona Beach, Hood College, Cebu Pacific, Operation BBQ Relief) are all public-sector, education, or airline — zero retail, zero EU, which is precisely my segment and region”
    Security Awareness Manager, Retail · 501-1000 employeessimulated

  • No numbers back the core phishing risk reduction claim

    1 of 15

    “the page gives me logos and star badges, not a single number on phish-prone rate reduction or time saved”
    Director of Security Awareness, Healthcare · 51-200 employeessimulated

  • Consolidation and agent visibility are the value respondents would buy if proven

    3 of 15 · what worked

    “if "Agent Risk Manager" genuinely gives visibility into rogue AI agents acting inside our systems, that's a new problem I don't have a tool for today.”
    VP of Information Security, Education · 201-500 employeessimulated
    See all 2 comments
    “consolidate what's currently a patchwork of nothing-formal into one platform — training, phishing sims, email threat defense, and now a line of sight into whatever AI agents our…” Show full quote
    “consolidate what's currently a patchwork of nothing-formal into one platform — training, phishing sims, email threat defense, and now a line of sight into whatever AI agents our teams start using, which is a gap we genuinely don't have covered today”
    Security Awareness Manager, Retail · 501-1000 employeessimulated

Clarity

  • The AI agent capabilities are described in outcome words, never mechanisms

    8 of 15

    “it's not clear if that's a real distinct product securing autonomous AI agents or just rebranded behavioral analytics with "agentic" in the name”
    Chief Information Security Officer, Financial Services · 5000+ employeessimulated
    See all 9 comments
    “The mechanism for the AI agent piece is still fuzzy to me — "behavior-based intelligence," "real-time insights," "active AI agent control" — I'd need an actual architecture diagram…” Show full quote
    “The mechanism for the AI agent piece is still fuzzy to me — "behavior-based intelligence," "real-time insights," "active AI agent control" — I'd need an actual architecture diagram or a technical doc showing how it detects and intervenes on agent actions before I could explain how that part works.”
    IT Security Leader, Financial Services · 5000+ employeessimulated
    “"agent" is never defined as software bots, RPA, LLM-based assistants, or something else entirely, and "workforce" implies scale and autonomy I don't have evidence for in a 300-person…” Show full quote
    “"agent" is never defined as software bots, RPA, LLM-based assistants, or something else entirely, and "workforce" implies scale and autonomy I don't have evidence for in a 300-person college context”
    Director of Security Awareness, Education · 201-500 employeessimulated
    “those are all outcome words, not mechanism words, so I can't tell if it's monitoring API calls, scanning prompts, watching agent logs, or something else entirely”
    Security Awareness Manager, Manufacturing · 1001-5000 employeessimulated
    “The "secure your AI agents" framing feels like a bolt-on repositioning for 2026 trends rather than a separate product category; I'd want a concrete definition of what an…” Show full quote
    “The "secure your AI agents" framing feels like a bolt-on repositioning for 2026 trends rather than a separate product category; I'd want a concrete definition of what an "AI Defense Agent" actually monitors or blocks before I'd call that anything other than marketing gloss on the same platform.”
    Information Security Officer, Financial Services · 5000+ employeessimulated
    “the "AI agent" piece stays vague on mechanics — I'd need a concrete example of what an "AI Defense Agent" actually detects and stops before I'd trust it's…” Show full quote
    “the "AI agent" piece stays vague on mechanics — I'd need a concrete example of what an "AI Defense Agent" actually detects and stops before I'd trust it's more than a rebrand of existing features.”
    Chief Information Security Officer, Healthcare · 51-200 employeessimulated
    “"detect risky actions and stop them cold with Agentic AI defense responses" doesn't tell me what's being detected or how — so while the category and audience were…” Show full quote
    “"detect risky actions and stop them cold with Agentic AI defense responses" doesn't tell me what's being detected or how — so while the category and audience were obvious immediately, the specific problem the AI Defense Agents solve was not”
    Information Security Officer, Financial Services · 5000+ employeessimulated
    “whether the AI agent monitoring is mature or bolted-on marketing — "12 in-production security awareness agents" needs a concrete example before I'd treat it as more than a…” Show full quote
    “whether the AI agent monitoring is mature or bolted-on marketing — "12 in-production security awareness agents" needs a concrete example before I'd treat it as more than a feature on a slide”
    Security Awareness Manager, Retail · 501-1000 employeessimulated
    “the page gives zero specifics — no mention of what it actually monitors, what breaches it's caught, or how it integrates with what we have.”
    Information Security Officer, Manufacturing · 1001-5000 employeessimulated

  • The AI agent story reads as a bolt-on to a familiar phishing-training product

    4 of 15

    “It's security awareness training, basically phishing simulations and employee cybersecurity training, with some bolt-on "AI agent security" messaging layered on top this time around.”
    VP of Information Security, Education · 201-500 employeessimulated
    See all 5 comments
    “KnowBe4's core business is training employees not to click phishing links and running simulated attacks, with email/collaboration security and an "Agent Risk Manager" layered on as new add-ons…” Show full quote
    “KnowBe4's core business is training employees not to click phishing links and running simulated attacks, with email/collaboration security and an "Agent Risk Manager" layered on as new add-ons to catch the AI hype wave.”
    Information Security Officer, Manufacturing · 1001-5000 employeessimulated
    “That's a company that's been selling broad horizontal compliance/security training to every industry and company size for a long time, now trying to bolt on an "AI agent"…” Show full quote
    “That's a company that's been selling broad horizontal compliance/security training to every industry and company size for a long time, now trying to bolt on an "AI agent" story to stay relevant.”
    Chief Information Security Officer, Healthcare · 51-200 employeessimulated
    “It's security awareness training with phishing simulation, now bolted onto email/collaboration security and some new "AI agent" risk management angle.”
    Chief Information Security Officer, Healthcare · 51-200 employeessimulated
    “Security awareness training with phishing simulations, bundled now with some AI-agent monitoring tacked on — basically they train employees not to click bad links, plus email/collaboration threat filtering,…” Show full quote
    “Security awareness training with phishing simulations, bundled now with some AI-agent monitoring tacked on — basically they train employees not to click bad links, plus email/collaboration threat filtering, and they're trying to extend that into watching "AI agent" behavior too.”
    VP of Information Security, Retail · 501-1000 employeessimulated

Relevance

  • The opening states the problem and audience clearly

    4 of 15 · what worked

    “the problem (human error/phishing susceptibility as the attack surface) within the first two lines. The audience is implied rather than named outright, but the persona tabs (InfoSec, Data…” Show full quote
    “the problem (human error/phishing susceptibility as the attack surface) within the first two lines. The audience is implied rather than named outright, but the persona tabs (InfoSec, Data Privacy & Compliance, Human Resources) further down make it explicit”
    Chief Information Security Officer, Financial Services · 5000+ employeessimulated
    See all 3 comments
    “It's fairly quick to tell — "Secure the Digital Workforce: Human + AI" and the line about reducing "human risk and secure your agents" gets you there in…” Show full quote
    “It's fairly quick to tell — "Secure the Digital Workforce: Human + AI" and the line about reducing "human risk and secure your agents" gets you there in the first few seconds, and the segmented blurbs for InfoSec, Compliance, and HR spell out who it's for without me having to dig.”
    VP of Information Security, Retail · 501-1000 employeessimulated
    “"detect risky actions and stop them cold with Agentic AI defense responses" doesn't tell me what's being detected or how — so while the category and audience were…” Show full quote
    “"detect risky actions and stop them cold with Agentic AI defense responses" doesn't tell me what's being detected or how — so while the category and audience were obvious immediately, the specific problem the AI Defense Agents solve was not”
    Information Security Officer, Financial Services · 5000+ employeessimulated

  • Buyer identity must be inferred from persona tabs rather than stated

    3 of 15

    “the persona tabs - InfoSec, Data Privacy & Compliance, Human Resources - do the job of segmenting the reader for me, so I didn't have to hunt hard”
    Director of Security Awareness, Healthcare · 51-200 employeessimulated
    See all 4 comments
    “the "who's it for" framing is generic persona-bucket marketing rather than a real buyer profile (no mention of org size, sector, or regulatory context like EU financial services)”
    IT Security Leader, Financial Services · 5000+ employeessimulated
    “Who it's for is never explicitly named as a title, but the "Leading risk teams prefer KnowBe4" block segmented by InfoSec / Data Privacy & Compliance / HR…” Show full quote
    “Who it's for is never explicitly named as a title, but the "Leading risk teams prefer KnowBe4" block segmented by InfoSec / Data Privacy & Compliance / HR does the job of implying the buyer personas without me having to guess hard”
    Security Awareness Manager, Manufacturing · 1001-5000 employeessimulated
    “it's fairly impersonal: badges, logos, and a stat-heavy headline rather than anything that speaks directly to my specific pain as a healthcare security awareness director”
    Director of Security Awareness, Healthcare · 51-200 employeessimulated

Brand alignment

  • The messaging is generic to mid-to-large enterprise with no sector or EU context

    3 of 15

    “it reads like broad enterprise SaaS marketing copy stacked with badges and customer quotes rather than something addressing an EU retail security director's specific constraints; nothing here mentions…” Show full quote
    “it reads like broad enterprise SaaS marketing copy stacked with badges and customer quotes rather than something addressing an EU retail security director's specific constraints; nothing here mentions GDPR, EU-specific regulation, or retail-sector risk profile, so it feels generic-enterprise”
    Director of Security Awareness, Retail · 501-1000 employeessimulated
    See all 3 comments
    “it's fairly impersonal: badges, logos, and a stat-heavy headline rather than anything that speaks directly to my specific pain as a healthcare security awareness director”
    Director of Security Awareness, Healthcare · 51-200 employeessimulated
    “the case studies they do show (Daytona Beach, Hood College, Cebu Pacific, Operation BBQ Relief) are all public-sector, education, or airline — zero retail, zero EU, which is…” Show full quote
    “the case studies they do show (Daytona Beach, Hood College, Cebu Pacific, Operation BBQ Relief) are all public-sector, education, or airline — zero retail, zero EU, which is precisely my segment and region”
    Security Awareness Manager, Retail · 501-1000 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.

Chief Information Security OfficerFinancial Services · 5000+ employeesUS
Director of Security AwarenessHealthcare · 51-200 employeesEU
VP of Information SecurityEducation · 201-500 employeesUS
Security Awareness ManagerRetail · 501-1000 employeesEU
Information Security OfficerManufacturing · 1001-5000 employeesUS
IT Security LeaderFinancial Services · 5000+ employeesEU
Chief Information Security OfficerHealthcare · 51-200 employeesUS
Director of Security AwarenessEducation · 201-500 employeesEU
VP of Information SecurityRetail · 501-1000 employeesUS
Security Awareness ManagerManufacturing · 1001-5000 employeesEU
Information Security OfficerFinancial Services · 5000+ employeesUS
IT Security LeaderHealthcare · 51-200 employeesEU
Chief Information Security OfficerEducation · 201-500 employeesUS
Director of Security AwarenessRetail · 501-1000 employeesEU
VP of Information SecurityManufacturing · 1001-5000 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: 15 of 15, 1 without hesitation, 14 with reservations
  • Relevance: 15 of 15, 1 without hesitation, 14 with reservations
  • Value: 11 of 15, all with reservations
  • Differentiation: 7 of 15, all with reservations

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

Your next 3 moves

  1. 1.Rewrite the Agent Risk Manager body to explain how detection and control work.
  2. 2.Add one named customer result beside the Agent Risk Manager block.
  3. 3.Add a product screenshot or sample alert beside the Agent Risk Manager block.

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
Trusted by
HubSpotRingCentralShopifyCognismPaddleVeeamRipplingMiro
RetentionThis report is kept for 60 days, until 4 Dec 2026, then deleted along with the personas, their answers and everything derived from them. The link stays live for that whole period so it can be shared or revisited, and stops working afterwards.

The email address it was requested from is kept beyond that, because it subscribes you to the newsletter — that was the price of the report. You can unsubscribe in one click from any issue, which stops the email without affecting a report still inside its 60 days. The public report page never shows the requester’s address.