Message test · Lukedodds

Only 6 of 15 buyers could say why they would pick Lukedodds over an alternative.

https://lukedodds.cc/book15 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?

    Mixed10 of 15

    10 would take a meeting to learn more.

  • Differentiation

    Fix first

    Is there a reason to pick you over the alternatives?

    Weak6 of 15

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

See what they thought you were

Your page describes: business coaching. They said:

  • 1×Business coaching for woodshop/trade ownersmatches
  • 1×Business coaching for woodworking shop ownersmatches
  • 1×Business coaching program for tradespeoplematches
  • 1×Business coaching servicematches

11 couldn't name one; 4 got it right.

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

Additional signalBrand alignment13 of 15StrongShow finding ▸

Seven respondents said the trade language and voice match someone with shop floor experience rather than generic business coaching or marketing guesswork. Some read it as a small, founder-led, early-stage operation rather than a polished agency. 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. Move Luke's shop-owner track record above the coaching format section

    Why: The one thing that separates this from generic business coaches, that Luke runs a real shop at $600K, sits far down the page. Put his shop and revenue numbers right under the video.

    1 of 15 raised this

    “What would rule it out, or at least make me hesitate, is that there's no mention of group size, coach-to-owner ratio, or what happens once you're past month…” Show full quote
    “What would rule it out, or at least make me hesitate, is that there's no mention of group size, coach-to-owner ratio, or what happens once you're past month two”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 11-50 employeessimulated
    Moves Differentiation
    Front-load the meaning

  2. Add one or two sentences under Joe's result naming what he changed to get there

    Why: The case studies give dollar jumps with no explanation of what Joe or Jared actually did differently. Add the specific change, like raising quote prices or a new follow-up routine, next to each number.

    5 of 15 raised this

    “But I'd want to know what those shops changed specifically, not just "coaching" - is it pricing scripts, lead gen, a CRM process? Right now it's vague enough”
    Woodshop Owner, Woodworking · 1-10 employeessimulated
    Moves Value
    Proof next to the claim

  3. Add a short list under "This Isn't Another Course" of what happens in week one

    Why: The page says you get coaching but never what the coaching does. Name the first steps, like reviewing your pricing and rebuilding a quote, so the reader can picture the work.

    3 of 15 raised this

    “Whether it's worth a meeting comes down to the weekly time cost versus the payoff — "1-on-1 weekly coaching" plus group calls plus "access all week long" sounds…” Show full quote
    “Whether it's worth a meeting comes down to the weekly time cost versus the payoff — "1-on-1 weekly coaching" plus group calls plus "access all week long" sounds like a real time commitment on top of running my shop, and I'd want to know how many hours a week that actually eats before committing.”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 11-50 employeessimulated
    Moves Clarity
    Concrete over abstract

Keep these · 3

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

  1. Keep · Relevance

    The audience and revenue plateau are stated so plainly respondents repeated them back

    “It's business coaching for woodshop owners - Luke Dodds and his guys run weekly 1-on-1 and group calls to help you fix pricing, quoting, and lead flow so…” Show full quote
    “It's business coaching for woodshop owners - Luke Dodds and his guys run weekly 1-on-1 and group calls to help you fix pricing, quoting, and lead flow so you grow revenue without just working more hours.”
    Woodshop Owner, Woodworking · 1-10 employeessimulated
  2. Keep · Differentiation

    Luke's track record as an actual shop owner is the differentiator respondents could name

    “The thing that'd tip me toward this one over a generic business coach is "Built by Guys Who Actually Run Shops" plus Luke's specifics - "on pace to…” Show full quote
    “The thing that'd tip me toward this one over a generic business coach is "Built by Guys Who Actually Run Shops" plus Luke's specifics - "on pace to take The Timber Garage to $600K+ this year"”
    Woodshop Owner, Woodworking · 1-10 employeessimulated
  3. Keep · Brand alignment

    The tone reads as a real shop owner, not agency or marketing copy

    “"quotes that ghosted... pulling all-nighters" are lines that only land if you've actually lived through them, and they did land. It doesn't read like generic business-coach copy with…” Show full quote
    “"quotes that ghosted... pulling all-nighters" are lines that only land if you've actually lived through them, and they did land. It doesn't read like generic business-coach copy with woodworking swapped in — it reads like someone who's been in my shoes”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 11-50 employeessimulated
03

All recommendations

Differentiation

Weak6 of 15
Moves DifferentiationGive a reason to choose you

Add group size and coach-to-owner ratio beside "Weekly Group Calls"

Why: A reader comparing coaching programs cannot tell whether the group call is six shops or sixty. Name the cap on group size and how many owners each coach carries.

1 of 15 raised this

“What would rule it out, or at least make me hesitate, is that there's no mention of group size, coach-to-owner ratio, or what happens once you're past month…” Show full quote
“What would rule it out, or at least make me hesitate, is that there's no mention of group size, coach-to-owner ratio, or what happens once you're past month two”
Custom Furniture Business Owner, Custom Furniture Manufacturing · 11-50 employeessimulated
Moves DifferentiationSpecifics beat superlatives

Add a retention or completion figure beneath "60+ Shop Owners Coached"

Why: Three headline wins leave open how the other coached owners fared. Add how many stay past a set number of months, or the share who hit their revenue target.

1 of 15 raised this

“What would rule it out, or at least make me hesitate, is that there's no mention of group size, coach-to-owner ratio, or what happens once you're past month…” Show full quote
“What would rule it out, or at least make me hesitate, is that there's no mention of group size, coach-to-owner ratio, or what happens once you're past month two”
Custom Furniture Business Owner, Custom Furniture Manufacturing · 11-50 employeessimulated

Value

Mixed10 of 15
Moves ValueConcrete over abstract

Replace "Access all week long" with the actual format and response time

Why: A buyer cannot tell whether that means text, Slack, email, or same-day answers. Say what the channel is and how fast someone replies.

5 of 15 raised this

“But I'd want to know what those shops changed specifically, not just "coaching" - is it pricing scripts, lead gen, a CRM process? Right now it's vague enough”
Woodshop Owner, Woodworking · 1-10 employeessimulated
Moves ValueAnswer the live objection

Add call length and weekly time commitment under "1-on-1 Weekly Coaching"

Why: Nothing on the page says how much time this takes each week, which matters before anyone books a call at this price. State call length, group call length, and expected homework time.

5 of 15 raised this

“But I'd want to know what those shops changed specifically, not just "coaching" - is it pricing scripts, lead gen, a CRM process? Right now it's vague enough”
Woodshop Owner, Woodworking · 1-10 employeessimulated

Relevance

Strong15 of 15
Moves RelevanceProblem before solution

Replace "Better Prices" subhead with the pricing problem it fixes

Why: A revenue bracket tells owners the program is for their size, not that it fixes their bottleneck. Name the concrete pain, such as quoting 15-20% higher without losing the job.

3 of 15 raised this

“"Better Prices" and "Better Conversations / how to deal with price pushback" bullets are exactly my pain point right now, since closing quotes is what's holding me back.”
Custom Furniture Business Owner, Custom Furniture Manufacturing · 11-50 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 page sells a $2,000+ commitment without ever disclosing what the buyer's week actually looks like.

    Four respondents said calls, curriculum and day-to-day activity are unexplained, and "access all week long" left format ambiguous; one tied the missing time commitment straight to the price. Nothing converts at that price on ambiguity.

  • high

    Results are asserted, not demonstrated — the page is a scoreboard with no game.

    Seven respondents called the Joe and Jared figures credible but incomplete, wanting the operational changes and before-and-after behind the dollar numbers. Credible-but-unexplained outcomes read as luck, not a repeatable method.

  • high

    The only differentiator the page owns is one person, which makes the offer unverifiable and unscalable.

    Six respondents named Luke's shop-owner track record as the separator, but there is no coach-to-owner ratio, group size, or retention data. Buyers cannot tell whether they get Luke or a delivery model they never saw described.

  • high

    Every strength on the page is a first-impression asset and every weakness is a decision-stage blocker.

    Positives cluster on audience recognition (10 respondents) and voice (7); negatives cluster on mechanism (7), format (4) and delivery structure. The page wins attention and loses the purchase conversation.

  • medium

    Targeting is doing the work that positioning should do.

    Ten respondents repeated the "$5K-$20K/month custom furniture makers" framing back, but three said a revenue bracket does not name their bottleneck. The page proves it knows who the reader is without proving it knows what is broken.

  • medium

    The authentic founder voice cuts against the price tag.

    Seven respondents read the tone as a real shop owner, but some read it as a small, early-stage operation rather than a polished agency. That perception undercuts a $2,000+ ask already missing structure and retention proof.

Differentiation

  • Program structure facts respondents expected are absent

    1 of 15

    “What would rule it out, or at least make me hesitate, is that there's no mention of group size, coach-to-owner ratio, or what happens once you're past month…” Show full quote
    “What would rule it out, or at least make me hesitate, is that there's no mention of group size, coach-to-owner ratio, or what happens once you're past month two”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 11-50 employeessimulated

  • Luke's track record as an actual shop owner is the differentiator respondents could name

    5 of 15 · what worked

    “The thing that'd tip me toward this one over a generic business coach is "Built by Guys Who Actually Run Shops" plus Luke's specifics - "on pace to…” Show full quote
    “The thing that'd tip me toward this one over a generic business coach is "Built by Guys Who Actually Run Shops" plus Luke's specifics - "on pace to take The Timber Garage to $600K+ this year"”
    Woodshop Owner, Woodworking · 1-10 employeessimulated
    See all 4 comments
    “The thing that would tip me toward this one over a generic coach is that Luke actually ran a shop — "Built by Guys Who Actually Run Shops...…” Show full quote
    “The thing that would tip me toward this one over a generic coach is that Luke actually ran a shop — "Built by Guys Who Actually Run Shops... We built our own shops... quotes that ghosted... pulling all-nighters" — because that's specific lived experience with the exact quote-closing problem I have”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 11-50 employeessimulated
    “"built and sold hundreds of dining tables" and "helped 60+ other shop owners" gives some concrete operator credibility”
    Woodworking Shop Manager, Specialty Trades · 1-10 employeessimulated
    “The thing that would actually tip me toward this one over a generic business coach is "Built by Guys Who Actually Run Shops" plus the specific line that…” Show full quote
    “The thing that would actually tip me toward this one over a generic business coach is "Built by Guys Who Actually Run Shops" plus the specific line that Luke "has built and sold hundreds of dining tables and is on pace to take The Timber Garage to $600K+ this year"”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 1-10 employeessimulated

Value

  • The testimonials show revenue jumps but never the mechanism that produced them

    5 of 15

    “But I'd want to know what those shops changed specifically, not just "coaching" - is it pricing scripts, lead gen, a CRM process? Right now it's vague enough”
    Woodshop Owner, Woodworking · 1-10 employeessimulated
    See all 7 comments
    “The named results (Joe's $34K to $48K, Jared's $45K first month) are the kind of proof that would make me pay attention, but I'd want to actually talk…” Show full quote
    “The named results (Joe's $34K to $48K, Jared's $45K first month) are the kind of proof that would make me pay attention, but I'd want to actually talk to Joe or Jared directly before I believed the numbers weren't cherry-picked.”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 11-50 employeessimulated
    “the testimonials (Joe's $34K→$48K, Jared's $45K "first month") never say what that means for money actually kept”
    Woodworking Shop Manager, Specialty Trades · 1-10 employeessimulated
    “the page leans on a few revenue jumps (Joe's $34K to $48K, Jared's $45K first month) but doesn't explain what specifically changed in their operations to get there”
    Woodshop Owner, Woodworking · 11-50 employeessimulated
    “before I hand over $2K+, I'd want them to walk me through Joe's or Jared's actual before-and-after process, not just show me the revenue jump, because right now…” Show full quote
    “before I hand over $2K+, I'd want them to walk me through Joe's or Jared's actual before-and-after process, not just show me the revenue jump, because right now the mechanism is still a black box”
    Woodshop Owner, Woodworking · 11-50 employeessimulated
    “If a competing program showed me the actual lever they pulled — "we rewrote his quote templates and he stopped underpricing custom stains" — that specificity would beat…” Show full quote
    “If a competing program showed me the actual lever they pulled — "we rewrote his quote templates and he stopped underpricing custom stains" — that specificity would beat this page's dollar-figure-only proof every time”
    Woodshop Owner, Woodworking · 11-50 employeessimulated
    “The "$34K to $48K" and "$45K first month" numbers are the kind of outcome that would matter to me if I could see even one of those owners'…” Show full quote
    “The "$34K to $48K" and "$45K first month" numbers are the kind of outcome that would matter to me if I could see even one of those owners' actual before/after pricing sheet or a sample coaching call, because right now those are just headline stats with no mechanism behind them”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 1-10 employeessimulated

Clarity

  • What actually happens in the coaching is never explained

    3 of 15

    “Whether it's worth a meeting comes down to the weekly time cost versus the payoff — "1-on-1 weekly coaching" plus group calls plus "access all week long" sounds…” Show full quote
    “Whether it's worth a meeting comes down to the weekly time cost versus the payoff — "1-on-1 weekly coaching" plus group calls plus "access all week long" sounds like a real time commitment on top of running my shop, and I'd want to know how many hours a week that actually eats before committing.”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 11-50 employeessimulated
    See all 4 comments
    “I never got a sentence that said what a coaching call covers step by step, like "we review your last three quotes and rebuild your pricing formula," so…” Show full quote
    “I never got a sentence that said what a coaching call covers step by step, like "we review your last three quotes and rebuild your pricing formula," so I was left guessing at the actual content of the sessions”
    Woodshop Owner, Woodworking · 11-50 employeessimulated
    “there's no detail on what the coaching actually consists of day-to-day, so I'd want to see an actual curriculum or session example before I'd trust it's worth $2K+”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 1-10 employeessimulated
    “words like 'access all week long' and 'real coaching on your business' — that's marketing fluff that doesn't tell me if it's texting a coach, a Slack channel,…” Show full quote
    “words like 'access all week long' and 'real coaching on your business' — that's marketing fluff that doesn't tell me if it's texting a coach, a Slack channel, or scheduled calls”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 1-10 employeessimulated

Relevance

  • The audience and revenue plateau are stated so plainly respondents repeated them back

    6 of 15 · what worked

    “It's business coaching for woodshop owners - Luke Dodds and his guys run weekly 1-on-1 and group calls to help you fix pricing, quoting, and lead flow so…” Show full quote
    “It's business coaching for woodshop owners - Luke Dodds and his guys run weekly 1-on-1 and group calls to help you fix pricing, quoting, and lead flow so you grow revenue without just working more hours.”
    Woodshop Owner, Woodworking · 1-10 employeessimulated
    See all 5 comments
    “the header literally says "FOR WOODSHOP OWNERS DOING $5K–$20K/MONTH" and the subhead "Stop Trying To Grow By Working More" tells you exactly who this is for”
    Woodshop Owner, Woodworking · 1-10 employeessimulated
    “The header line "FOR WOODSHOP OWNERS DOING $5K–$20K/MONTH" tells me exactly who this is for before I even scroll, and the subhead "Stop Trying To Grow By Working…” Show full quote
    “The header line "FOR WOODSHOP OWNERS DOING $5K–$20K/MONTH" tells me exactly who this is for before I even scroll, and the subhead "Stop Trying To Grow By Working More" tells me the problem”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 11-50 employeessimulated
    “the header literally says "FOR WOODSHOP OWNERS DOING $5K–$20K/MONTH" and then "Stop Trying To Grow By Working More," so the audience and problem are both spelled out in…” Show full quote
    “the header literally says "FOR WOODSHOP OWNERS DOING $5K–$20K/MONTH" and then "Stop Trying To Grow By Working More," so the audience and problem are both spelled out in the first two lines”
    Woodshop Owner, Woodworking · 11-50 employeessimulated
    “the header literally says "FOR WOODSHOP OWNERS DOING $5K–$20K/MONTH" and the subhead "Stop Trying To Grow By Working More" tells me right away who this is for and…” Show full quote
    “the header literally says "FOR WOODSHOP OWNERS DOING $5K–$20K/MONTH" and the subhead "Stop Trying To Grow By Working More" tells me right away who this is for and what pain it's targeting”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 1-10 employeessimulated

  • A revenue bracket alone does not tell respondents the program addresses their bottleneck

    3 of 15

    “"Better Prices" and "Better Conversations / how to deal with price pushback" bullets are exactly my pain point right now, since closing quotes is what's holding me back.”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 11-50 employeessimulated
    See all 4 comments
    “I'd want a line that names my specific bottleneck — something like "you're quoting jobs at $8K that should be $15K" or "you're the only one who can…” Show full quote
    “I'd want a line that names my specific bottleneck — something like "you're quoting jobs at $8K that should be $15K" or "you're the only one who can run the CNC"”
    Woodshop Owner, Woodworking · 11-50 employeessimulated
    “I'd want a specific dollar range that matches my actual shop plus a named pain point like 'you're quoting jobs by gut feel and losing margin on every…” Show full quote
    “I'd want a specific dollar range that matches my actual shop plus a named pain point like 'you're quoting jobs by gut feel and losing margin on every one' — something concrete about my process”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 1-10 employeessimulated
    “The one outcome that matters is being able to quote a job 15-20% higher than I do now and have the customer still say yes”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 1-10 employeessimulated

Brand alignment

  • The tone reads as a real shop owner, not agency or marketing copy

    5 of 15 · what worked

    “"quotes that ghosted... pulling all-nighters" are lines that only land if you've actually lived through them, and they did land. It doesn't read like generic business-coach copy with…” Show full quote
    “"quotes that ghosted... pulling all-nighters" are lines that only land if you've actually lived through them, and they did land. It doesn't read like generic business-coach copy with woodworking swapped in — it reads like someone who's been in my shoes”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 11-50 employeessimulated
    See all 7 comments
    “"Take every job. Work late. Build on weekends." reads like it's describing my actual week, not generic hustle-culture copy. It works because it's specific to the trade (dining…” Show full quote
    “"Take every job. Work late. Build on weekends." reads like it's describing my actual week, not generic hustle-culture copy. It works because it's specific to the trade (dining tables, quotes that ghosted, all-nighters)”
    Woodworking Shop Manager, Specialty Trades · 1-10 employeessimulated
    “The "60+ Shop Owners Coached" and "$600K+ Projected 2026 Revenue" numbers tell me this is one guy who scaled his own shop and turned that into a side…” Show full quote
    “The "60+ Shop Owners Coached" and "$600K+ Projected 2026 Revenue" numbers tell me this is one guy who scaled his own shop and turned that into a side coaching business, probably in the last 2-3 years”
    Woodshop Owner, Woodworking · 11-50 employeessimulated
    “"Working Harder Got You Here. It Probably Won't Get You Where You Want To Go" and the list of "Bad jobs, Quotes that ghosted, Pulling All-nighters" reads like…” Show full quote
    “"Working Harder Got You Here. It Probably Won't Get You Where You Want To Go" and the list of "Bad jobs, Quotes that ghosted, Pulling All-nighters" reads like someone who's actually lived it, not a marketing agency guessing at pain points”
    Woodshop Owner, Woodworking · 11-50 employeessimulated
    “I picture a small, scrappy outfit — basically one guy, Luke Dodds, running his own shop (The Timber Garage) and moonlighting as a coach for maybe 60-something other…” Show full quote
    “I picture a small, scrappy outfit — basically one guy, Luke Dodds, running his own shop (The Timber Garage) and moonlighting as a coach for maybe 60-something other small shops, not some polished agency with a big team”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 1-10 employeessimulated
    “lines like "We've dealt with slow months, bad jobs, quotes that ghosted, pulling all-nighters" sound like they came from someone who's actually stood at a table saw and…” Show full quote
    “lines like "We've dealt with slow months, bad jobs, quotes that ghosted, pulling all-nighters" sound like they came from someone who's actually stood at a table saw and eaten a bad quote, not a generic business-coach template”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 1-10 employeessimulated
    “The tone does feel like it was written for someone like me specifically — "You Can Only Build So Many Hours In A Week" and "Pulling All-nighters" and…” Show full quote
    “The tone does feel like it was written for someone like me specifically — "You Can Only Build So Many Hours In A Week" and "Pulling All-nighters" and "Quotes that ghosted" are phrases that sound like they came from actually running a shop, not a marketing agency guessing at pain points”
    Custom Furniture Business Owner, Custom Furniture Manufacturing · 11-50 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.

Woodshop OwnerWoodworking · 1-10 employeesUS
Custom Furniture Business OwnerCustom Furniture Manufacturing · 11-50 employeesUS
Woodworking Shop ManagerSpecialty Trades · 1-10 employeesUS
Woodshop OwnerWoodworking · 11-50 employeesUS
Custom Furniture Business OwnerCustom Furniture Manufacturing · 1-10 employeesUS
Woodworking Shop ManagerSpecialty Trades · 11-50 employeesUS
Woodshop OwnerWoodworking · 1-10 employeesUS
Custom Furniture Business OwnerCustom Furniture Manufacturing · 11-50 employeesUS
Woodworking Shop ManagerSpecialty Trades · 1-10 employeesUS
Woodshop OwnerWoodworking · 11-50 employeesUS
Custom Furniture Business OwnerCustom Furniture Manufacturing · 1-10 employeesUS
Woodworking Shop ManagerSpecialty Trades · 11-50 employeesUS
Woodshop OwnerWoodworking · 1-10 employeesUS
Custom Furniture Business OwnerCustom Furniture Manufacturing · 11-50 employeesUS
Woodworking Shop ManagerSpecialty Trades · 1-10 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, 8 without hesitation, 7 with reservations
  • Relevance: 15 of 15, all without hesitation
  • Value: 10 of 15, all with reservations
  • Differentiation: 6 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.Move Luke's shop-owner track record above the coaching format section
  2. 2.Add one or two sentences under Joe's result naming what he changed to get there
  3. 3.Add a short list under "This Isn't Another Course" of what happens in week one

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 9 Nov 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.