Persona Panel beta

(beta — simulated shopper evaluation)

Paste a product page. Get a ranked list of conversion frictions with concrete fixes — grounded in what we could extract from the page, not inventing locale drama.

  • Ranked actions: fix now, A/B test, or skip
  • Evidence quotes from your page facts (price, shipping, reviews, CTAs)
  • Computed confidence from cohort + two models — not LLM self-score
  • Optional competitor URLs you actually submit (no invented brand lists)

Pre A/B test — Coming soon

Visual attention maps, clarity scores, and side-by-side Pre A/B comparison are rolling out next. Today you still get ranked frictions, would-buy intent, and targeting from simulated shoppers.

  • Attention maps (estimated focus zones on your screenshot)
  • Clarity, excitingness, and ad / CTA visibility scores
  • AI summary and recommendations
  • Analysis advisor chat (ask follow-ups on your report)
  • Full-page analysis (desktop + mobile captures)
  • A/B comparison (head-to-head shopper picks)
  • Benchmarking against competitor URLs you submit

Run an evaluation

Best input: a product or collection URL. You’ll get would-buy / still-engaged, then a Monday-ready fix list.

Prefer a PDP like yourstore.com/products/… — bare homepages give weaker buy-intent read, but homepage/nav runs now include catalog scanners, category browsers, search-first, and link-scope skeptics (research-backed). Shoppers weigh clear end price, shipping near Buy, filters, guest checkout, honest urgency, size/stock UI, returns, and reviews.

Screenshots (optional)

Useful if bots can’t load the page. Prefer the same product page, desktop + mobile.

How should we compare?

Pick benchmark, head-to-head vs competitors, or Pre A/B vs your current page.

Comparison mode

Leave blank or tap “Not sure” — we’ll suggest a target segment.

Unlocks the full action backlog and targeting. Adds you to Growthegy tips (no password).

Takes a few minutes. Simulated shoppers are for direction — still validate big bets with real customers.

How it works

We sample a seeded cohort across shopper segments (deal hunters, quality seekers, research-heavy buyers, and more), show each persona your page facts and screenshots, and collect structured decisions. Aggregation is deterministic. Important product bets still need human validation — this tool is for de-risking design before you spend test traffic.

Practice the business side in the Ecommerce Simulator.

FAQ

Is this a real A/B test?

No. Persona Panel is the Pre A/B test stage: simulated shoppers plus visual scores (clarity, excitingness, ad visibility, attention zones) so you only put promising changes into live A/B traffic. Use the ranked frictions and recommendations to decide what to test — then validate with real visitors.

What do Impact and Confidence mean?

Impact estimates how much a friction cluster hurts simulated buy intent. Confidence is computed from cohort agreement, cross-model agreement (two Groq models), evidence coverage (page facts), and sample size — not a vibe score from the model.

Why do you ask for email?

Email unlocks the full action backlog and targeting on this browser, and raises the daily run limit. We also add you to the Growthegy list for occasional product tips (same as the site newsletter). No password or magic-link mail.