Comparison

AI Landing Page Audit vs. Manual CRO Review

A manual CRO audit takes days and costs thousands. Conversion Probe runs the same psychological frameworks in minutes — for $29. Here's how they compare.

Two ways to audit a landing page

You can hire a CRO specialist to review your page manually, or you can run it through an AI tool like Conversion Probe. Both apply behavioral science frameworks. Both produce actionable recommendations. The difference is speed, cost, and depth.

Here's a side-by-side look.

How they compare

Conversion ProbeManual CRO Audit
Time to complete~5 minutes1–2 weeks
CostFree (Pro: $29 one-time)$500–$5,000+
Frameworks appliedCialdini, Kahneman, Fogg, Stanford credibility, cognitive bias audit, Trust Ladder, friction analysisSame frameworks (depth varies by auditor)
ConsistencyIdentical methodology every runDepends on the auditor's experience and focus
RepeatableRe-run after every changeOne-time snapshot — you pay again for a follow-up
Best forFast baseline, iteration cycles, limited budgetsHigh-stakes pages, complex funnels, stakeholder deliverables

Where each wins

When Conversion Probe is the right call

  • You just built (or rebuilt) a landing page and want a quick sanity check
  • You're pre-launch and need to catch blind spots before traffic hits
  • Your budget is tight — you need the analysis, not the invoice
  • You plan to iterate and want to re-audit after every round of changes
  • You want a consistent scoring baseline to track improvement over time

When a manual audit is worth it

  • The page drives significant revenue and a 1% lift pays for the audit many times over
  • You have a multi-page funnel that needs end-to-end analysis
  • You want qualitative research alongside the audit — user interviews, usability testing, session recordings
  • You need a polished deliverable (PDF, slide deck) to present to leadership or investors
  • The page has unusual constraints (regulatory, accessibility, complex integrations) that require human judgment

The honest answer

Most teams should start with Conversion Probe. Run the free audit, fix the obvious issues — unclear headlines, missing social proof, weak CTAs — then measure the impact. If the page is already performing well and you're chasing marginal gains on a high-traffic page, that's when a human auditor earns their fee.

Don't pay $2,000–$5,000 for someone to tell you your headline is confusing and your CTA blends into the background. Fix that for free first. Then invest in a specialist when the easy wins are behind you.

Bottom line

Start with the free score. Save the big check for when it actually matters.

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