Clarity
Do they understand what you do?
15 could name what kind of product this is, unprompted.
https://www.resolvebim.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.
Do they understand what you do?
15 could name what kind of product this is, unprompted.
Can they tell what it solves, and who it's for?
14 could quickly tell what problem it solves and who it is for.
Do they actually want it?
14 would take a meeting to learn more.
Is there a reason to pick you over the alternatives?
6 could name a reason to pick you over a similar option.
Your page describes: BIM collaboration software. They said:
10 couldn't name one; 5 got it right.
Four separate measures, not stages: all 15 personas answered all four questions. Each square is one persona.
Six respondents saw only data center and commercial positioning: no GMP or validation language, no pharma cleanroom example, no EU water/wastewater or heavy civils references. Testimonials reinforced the narrow vertical. 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 humansThe 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.
Why: "Seamless", "Powerful" and "supercharge your reviews" are claims any BIM vendor could paste onto their own page. Say instead what is specific: full models in wireless VR, no BIM skills, review in the browser from a link.
Why: "every construction stakeholder" makes readers guess who the page is for until the feature blocks arrive. Say which roles open the model and which review it.
5 of 15 raised this
“I'd need a line naming my actual role - "BIM Coordinator" or "VDC Manager" - paired with a task I own, like "stop exporting NWD files for every stakeholder meeting," instead of the generic "every construction stakeholder" phrasing”
Why: The numbers float without a baseline, project or timeframe, so readers discount them. Attach each to a named project type and comparison, the way the testimonial ties 4 weeks to a 40 MW data center.
6 of 15 raised this
“One real coordination cycle - model uploaded, a site expert flags a clash in VR without my help, issue syncs into ACC, and I see the time from flag to sign-off shrink - that single documented loop would justify a pilot far more than any of the headline stats.”
These landed. Keep the wording when you edit around it.
The headline conveys the problem within seconds
“The headline "Unlock BIM. Unblock delivery" plus the subline about turning BIM into something "every construction stakeholder can use" tells you the problem in one line”
Named integrations with ACC, Procore and Revizto are the differentiator respondents…
“The thing that would actually tip me toward this one over a competitor is the explicit ACC/Procore/Revizto/Newforma integration list - that's concrete and tells me it slots into what we already run instead of forcing a rip-and-replace”
Getting non-specialists into the model via VR and web is a believed benefit
“Basically a viewer plus issue-tracking layer with a VR gimmick on top, sitting alongside my existing coordination tools rather than replacing them.”
Why: The integration names are buried inside the Issue Tracking bullet list, but they are the clearest reason to pick Resolve. Put them on the first screen with a line saying Resolve works alongside these tools rather than replacing them.
Why: "AI that understands 3D BIM - geometry and metadata" does not tell a reader what they type or what comes back. Write a one-sentence example: ask for a piece of equipment, get taken to it in the model.
Why: The feature strip labels give no clue what happens inside each feature. Describe the action instead: review models in the browser, ask where equipment sits, flag an issue.
5 of 15 raised this
“It's the category label itself - phrases like "BIM tools," "BIM metadata," and "issue tracking" get listed as feature headers without ever saying plainly "this replaces X workflow" or "this is a viewer, not a coordination platform"”
Why: "Proven results for mission-critical construction" is followed only by data centre figures, so readers outside that vertical assume the product is not for them. If Resolve is used on other complex MEP-heavy projects, name one in that section.
5 of 15 raised this
“there's no mention of validation, GMP, cleanrooms, or regulatory sign-off anywhere, which tells me their go-to-market is data centers and general commercial construction”
A deliberately adversarial read of the same answers. Each claim was checked back against what the personas said and dropped if nothing supported it.
The page's headline advantage evaporates the moment readers try to verify anything.
Five respondents read the problem within seconds, but seven rejected every quantified claim as unverifiable and five could not tell what the named features do. Fast comprehension of the problem, zero comprehension of the product.
The metrics actively damage credibility rather than merely failing to help.
Seven respondents called out missing methodology, baseline, named project and documentation, and one said a competitor with a sourced case study would outrank these quotes. Unsourced numbers hand the comparison to someone else.
The page makes readers do the qualification work the copy should have done.
Six respondents reverse-engineered the intended buyer from integration logos and stakeholder phrasing, with BIM coordinator implied but never named, and hero copy reading as vague until feature blocks appeared. Anyone who stops at the hero never…
The only asset carrying differentiation is one the company does not own.
Five respondents named ACC, Procore and Revizto as the strongest point on the page, while the product's own feature names went undefined for five others. The page is differentiated by other vendors' brands.
The testimonials narrow the market instead of widening it.
Six respondents saw only data centre and commercial positioning, with testimonials reinforcing the narrow vertical and no GMP, validation, pharma cleanroom, EU water or heavy civils language anywhere. Proof in one vertical reads as exclusion everywhere else.
The believed benefits are the ones the page barely argues for.
Only two respondents named VR and browser access as addressing a real coordination gap, against five who found the AI feature names undefined. The page leads with the claims that fail and buries the one that lands.
Named integrations with ACC, Procore and Revizto are the differentiator respondents…
5 of 15 · what worked
“The thing that would actually tip me toward this one over a competitor is the explicit ACC/Procore/Revizto/Newforma integration list - that's concrete and tells me it slots into what we already run instead of forcing a rip-and-replace”
“we're already on Procore and that lowers the adoption fight internally”
“The Newforma/ACC/Procore/Revizto integration line is what'd keep it on the shortlist — that's the one concrete thing that tells me it slots into what we already run instead of replacing it.”
“integrate with your ACC... workflows”
“"Integrate with your ACC, Procore, Revizto, and Newforma workflows." Since we already run Revizto, seeing our own tool named as an integration partner rather than a rip-and-replace target rules out the biggest objection”
The buyer role is inferred from the integration logos, never stated
5 of 15
“I'd need a line naming my actual role - "BIM Coordinator" or "VDC Manager" - paired with a task I own, like "stop exporting NWD files for every stakeholder meeting," instead of the generic "every construction stakeholder" phrasing”
“the specific persona was something I inferred from the tool integrations and testimonials, not stated outright.”
“tells you the problem (slow, siloed BIM review holding up sign-off) but it's vague marketing-speak until you hit the actual feature blocks further down”
“Who it's for isn't spelled out explicitly either; there's no "for BIM coordinators" or "for VDC managers" statement, I inferred it from "no BIM expertise required"”
“the exact reader persona (VDC manager vs. field super vs. exec) is implied by feature bullets rather than explicitly named”
“The reader isn't named explicitly ("every construction stakeholder" is vague), but from context - mentions of shop drawings, data centers, ACC/Procore/Revizto/Newforma integrations - I could infer it's aimed at AEC/construction delivery teams”
Every quantified claim, including '10x more constructability risks', is unsourced
6 of 15
“One real coordination cycle - model uploaded, a site expert flags a clash in VR without my help, issue syncs into ACC, and I see the time from flag to sign-off shrink - that single documented loop would justify a pilot far more than any of the headline stats.”
“"4 weeks cut from coordination schedule" and "$3M rework avoided" numbers are the kind of thing that would matter — if they came with a source. As stated they're just customer quotes with no project detail I can verify”
“that stat has no source or methodology attached, and neither does "4 weeks cut from coordination schedule" beyond one unnamed "40 MW data center" quote - I don't work in data centers, so I can't tell if that transfers to water infrastructure builds at all”
“But those numbers are single-customer anecdotes, not a benchmark, so I'd want to know the baseline they're measured against before I trust them.”
“they're customer quotes with no methodology behind them”
“if a competitor on my shortlist showed even a basic before/after case study with numbers I could trace, that would win over this page's word-of-mouth style claims”
“those two numbers are the only concrete evidence on the page and they're single-project anecdotes with no methodology, baseline, or how "rework avoided" was even calculated”
Getting non-specialists into the model via VR and web is a believed benefit
2 of 15 · what worked
“Basically a viewer plus issue-tracking layer with a VR gimmick on top, sitting alongside my existing coordination tools rather than replacing them.”
“the incremental value here is the VR/web/iPad access layer that gets field guys and execs actually engaging instead of me chasing sign-offs over email — that's a real gap for us right now”
Feature names like 'AI Enhanced', 'BIM Reviews' and 'AI Spatial Assist' are never defined
5 of 15
“It's the category label itself - phrases like "BIM tools," "BIM metadata," and "issue tracking" get listed as feature headers without ever saying plainly "this replaces X workflow" or "this is a viewer, not a coordination platform"”
“"BIM Reviews" and "BIM Tools" get used loosely enough that I can't tell if this replaces clash detection or just sits next to it; and "AI Enhanced" and "AI Spatial Assist" are never defined”
“a "BIM visualization and issue-tracking tool" or "VR-enabled design review platform"”
“terms like "AI Spatial Assist" and "issue tracking" get used without ever fully defining scope, so I'm inferring how much overlaps with Revizto's issue module versus how much is genuinely new”
“The "AI Spatial Assist" bit is fuzzier to me - not clear how it actually parses geometry versus metadata.”
The headline conveys the problem within seconds
5 of 15 · what worked
“The headline "Unlock BIM. Unblock delivery" plus the subline about turning BIM into something "every construction stakeholder can use" tells you the problem in one line”
“the hero line "Resolve turns BIM into a tool every construction stakeholder can use to catch risks earlier and accelerate delivery" tells me the problem (coordination issues found too late, BIM locked to specialists) and gestures at the audience ("every construction stakeholder") within the first screen”
“Basically a viewer plus issue-tracking layer with a VR gimmick on top, sitting alongside my existing coordination tools rather than replacing them.”
“the exact reader persona (VDC manager vs. field super vs. exec) is implied by feature bullets rather than explicitly named”
A live demo is what would settle the remaining doubt
1 of 15
The page reads as built for data centre construction and excludes regulated and civils…
5 of 15
“there's no mention of validation, GMP, cleanrooms, or regulatory sign-off anywhere, which tells me their go-to-market is data centers and general commercial construction”
“every proof point on here is a data center ("40 MW data center," "1.8M sq. ft. data center," "6 GW of data center capacity"), nothing pharma or life sciences”
“there's no logo wall, no named EU water/wastewater or municipal infrastructure customer, and both case-study quotes are anonymised to "a 40 MW data center" and a "1.8M sq. ft. data center." Since we're not in data centers, I have zero evidence this transfers to pipe networks or treatment plant builds”
“the "6 GW of data center capacity" stat and the two testimonials both being data center projects give that away, not general commercial builders”
“the absence of any named pharma/life-sciences client or regulated-industry case study, so if a competing tool showed me even one GMP facility reference, that alone would tip it their way”
“those figures are attached to one unnamed 40MW data centre and one 1.8M sq ft project, not a named EU heavy-construction customer on Procore like me”
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.
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.
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:
These answers are AI-simulated and directional. Validate anything you’re betting on with real buyers, your ICPs.
A detailed, section-by-section message test report from verified B2B professionals who are actually in-market for what you sell.







