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BetterUXvibes.com
Vibe-Coded Product Audit

Your app looks finished. Let's make sure it is.

We provide a structured UX audit built for apps shipped with AI coding tools. We run 40 checks across 10 heuristics, then return a prioritized scorecard with written fix directions for every flag. Delivered as a single document within 5 business days.

The problem

AI gets you close. The rest is up to you.

AI coding tools are remarkable at building a product that looks and feels complete. The problem is that "looks complete" and "is complete" are two very different things. AI ships the basics, not the loading state, the empty state, the error recovery, the confirmation dialog, or the accessible markup. These are the gaps that cause real users to bounce, lose trust, and never come back.

01 / Silent failure

Errors that disappear

AI agents actively suppress error messages to keep code running. What looks like "working" is often broken in ways that only surface on real edge cases, with no message to tell users what went wrong.

02 / Placeholder reality

Buttons that go nowhere

UI components are generated independently of backend logic. A button can exist as HTML without being wired to anything. Flows that look complete in a demo are often non-functional with real users.

03 / Visual sameness

The default-AI look

AI converges on a recognizable aesthetic: purple gradients, Inter font, rounded cards, generic feature grids. Users increasingly read this as low-effort, undermining trust regardless of the product.

04 / Trust surface

Security by appearance

AI builds the UI of security features: login screens, privacy links, permission flows, without always implementing the logic behind them. The gap between secure-looking and secure can be significant.

The framework

10 heuristics built for AI-generated products

We utilize a modern adaptation of Nielsen's 10 Usability Heuristics, rewritten for the specific failure patterns of AI-built products. Each heuristic targets something AI typically gets wrong.

40 checks total. Every check is rated critical, high, or medium severity. You receive the full annotated scorecard as your deliverable.

CRITICALStop-ship. Should not launch until resolved.
HIGHFix before launch. Meaningful friction or loss of trust.
MEDIUMAddress in a near-term iteration. Polish and credibility.
01
Honest system status
"Show it when it's working. Say so when it's done."

Every loading, empty, success, and error state, including zero states on first login, which AI almost never generates.

02
Speak human, not placeholder
"Real words. Not AI filler, not leftover content."

Copy audit: headlines, feature names, testimonials, footer boilerplate, and error messages, checked against AI-default language patterns.

03
Clear exits and reversibility
"Every action a user can take, they should be able to undo."

Destructive actions, multi-step flows, modal dismissal, undo availability, reversal paths AI creates but rarely builds back.

04
One product, not ten templates
"Consistent patterns across every screen, including auth."

Visual and behavioral consistency plus a full auth flow test: sign up, log in, log out, password reset, a common critical failure.

05
Guardrails before errors
"Prevent the mistake, don't just apologize for it."

We click every interactive element, check every link, and attempt every form submission, surfacing placeholder functionality before your users do.

06
Guided paths, not open wilderness
"Show users where to go next."

First-run experience, navigation hierarchy, and orientation cues, identifying products where a new user has no clear starting point.

07
Hierarchy and progressive disclosure
"Surface what matters. Hide what doesn't."

Primary actions are visually primary, advanced settings are appropriately hidden, forms don't front-load everything at once.

08
Designed, not defaulted
"Distinctive craft, not the purple-gradient average."

Visual design review: type scale, spacing system, color palette, identity distinctiveness. Where your product looks like a starter template.

09
Errors that teach
"When something breaks, say what, why, and how to fix it."

We deliberately trigger failure states, network errors, invalid inputs, edge-case data, to find silent crashes and unhelpful messages.

10
Earn trust explicitly
"Onboard, orient, and prove the product is safe to use."

Legal links, onboarding quality, credibility signals, and whether data protection is actually server-enforced or only cosmetic.

How it works

Audit to actionable findings within 5 business days

We work against your live product, not a staging environment or a Figma file. Real flows, real data states, real user conditions.

01
Intake and access

You share the live product URL, a test account, and a brief on your primary user goals. No deck or briefing call required, the product tells us what we need to know.

02
Heuristic walkthrough

A structured expert review across all 10 heuristics and 40 checks, deliberately testing unhappy paths, edge cases, and failure states.

03
Severity rating

Every finding rated critical, high, or medium. Critical items, silent failures and security surface issues, are flagged immediately.

04
Annotated scorecard delivery

A full scorecard: all 40 checks marked pass, flag, or N/A, with written annotations for every flagged item including what, why, and a direction for the fix.

05
Readout call

A focused 45-minute call to walk through findings, answer questions, and help your team prioritize what to fix before launch.

The deliverable

A scorecard your team can act on quickly.

We provide a structured document your team can open the morning after delivery and start working through. Every flagged item has a severity rating, an explanation, and direction for the fix.

  • Full 40-check annotated scorecard
  • Critical findings flagged and prioritized
  • Plain-language annotation
  • Overall launch recommendation
  • 45-minute readout call with your team
  • Re-audit discount on follow-up review
vibe-audit-scorecard.docx
H4 · One product, not ten templates
CRITICALAuthentication works end-to-end FLAGGED
HIGHSame action uses same label across screens PASS
HIGHButton styles consistent across screens FLAGGED
H5 · Guardrails before errors
CRITICALAll interactive elements work FLAGGED
CRITICALNo placeholder / incomplete features FLAGGED
HIGHInput constraints enforced in UI PASS
ANNOTATION — 4c CRITICAL
"Forgot password" flow sends no email. The form accepts submission and shows a success message, but no email arrives. Users who lose access cannot recover.

Pricing

Flat-rate. No surprises.

Audits are scoped to a single product: one web app, one mobile app, or one marketing site + app combination.

Launch audit
Limited-time launch special
$500$1,500
one-time · 5 business days

The full 40-check heuristic review. Right for founders and small teams preparing to launch or recently launched and seeing unexpected drop-off.

Includes
  • Full annotated scorecard
  • Critical findings prioritized
  • 45-minute readout call
  • Written fix directions for every flag
Growth audit
$3,200
one-time · 7 business days

The full audit plus a second pass 30 days later after your team has addressed critical and high findings, so you can see what moved and what didn't.

Everything in Launch, plus
  • 30-day re-audit included
  • Before / after comparison report
  • Second readout call
  • Priority scheduling
Team retainer
$2,400
per month · quarterly commitment

Ongoing UX review as your product evolves. One full audit per month plus async access. Right for teams iterating quickly on an AI-assisted codebase.

Includes
  • One full audit per month
  • Async question access
  • Expedited 3-day turnaround
  • Discounted additional audits

Ready to see if your product is ready for real users?

Most audits start within a week of request. Delivery within 5 business days from access.

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