If You'd Test It With a Focus Group, Test It With PanelShot
Any website you'd put in front of a focus group — 100 AI personas can evaluate it in minutes. More formats coming soon.
SaaS Landing Pages
Will developers actually sign up?
Test your homepage, pricing page, and docs with segments like 'VP of Engineering at a 200-person startup.' Get per-page sentiment — know your pricing page is killing conversion before real users bounce.
“Our pricing page scored 4.2/10 with enterprise personas. We added an FAQ and compliance section — next run scored 7.8.”
Political Campaign Messaging
Does your message resonate across the aisle?
Test campaign ads, mailers, speech excerpts, and policy one-pagers with voter segments: suburban parents, rural independents, Gen-Z first-time voters, union workers, small business owners.
“The 'economy' framing tested 3x better than 'jobs' with swing-state independents. We pivoted the entire ad buy.”
Product Packaging & CPG
Will it stand out on the shelf?
Test your DTC e-commerce site or product listing pages with target demographics: health-conscious millennials, budget-conscious families, premium buyers.
“Version B's product page was 'too clinical' for organic buyers but 'trustworthy' for pharmacy shoppers. We made two variants.”
Investor Pitch Decks
Would a VC take the meeting?
Upload your pitch deck and test it with synthetic investor personas: angel investors, Series A VCs, corporate venture arms, family offices. Get feedback on narrative clarity and ask amount.
“Synthetic VCs said our TAM slide felt 'hand-wavy.' We rebuilt it with bottom-up numbers — real VCs stopped questioning it.”
Real Estate Listings
Does this listing make buyers schedule a tour?
Test listing photos, descriptions, and virtual tour screenshots with buyer segments: first-time buyers, downsizers, investors, luxury buyers, relocating families.
“Empty-nesters loved the garden photos but said 'the kitchen feels dated and the listing doesn't mention renovation potential.'”
Restaurant Menus & Branding
Would they walk in? Would they order the prix fixe?
Test your menu design, website, delivery app listing, or storefront photo with diner segments: foodies, families, date-night couples, health-conscious eaters.
“The tasting menu description 'felt pretentious' to casual diners but 'exciting' to foodies. We wrote two versions.”
Book Covers & Publishing
Would a reader pick this up?
Test your Amazon listing page, author website, or book landing page with reader segments by genre: thriller fans, literary fiction, YA, self-help, business books.
“The Amazon listing 'buried the hook below the fold.' Moving the first review quote up tested 2x better on purchase intent.”
Email Campaigns & Newsletters
Will they open it? Will they click?
Test email layouts and newsletter designs with subscriber segments. See if your CTA is clear, if the design feels spammy, if the value prop lands in 3 seconds.
“The 'personal note from CEO' format outperformed the branded template 2:1 on perceived authenticity.”
Healthcare Communications
Do patients actually understand this?
Test patient education materials, insurance plan comparisons, or public health campaigns with segments: elderly patients, new parents, chronic condition managers.
“Our medication guide scored 3/10 on clarity with 65+ patients. The revised plain-language version scored 8.4.”
Film & Entertainment Marketing
Does the poster make them want to watch?
Test movie posters, trailer thumbnails, and streaming show descriptions. Segments: action fans, horror enthusiasts, family selectors, binge-watchers.
“The poster 'looked like a straight-to-DVD thriller.' The minimalist redesign tested as 'prestige drama' — exactly what we wanted.”
Online Courses & EdTech
Would they enroll?
Test course landing pages, curriculum overviews, and instructor bios with learner segments: career changers, upskilling professionals, hobbyists, corporate L&D buyers.
“Career changers wanted salary outcomes front and center. Hobbyists wanted project previews. Same course, two landing pages.”
Government & Public Sector
Does the public understand this policy?
Test public notices, benefit program pages, and civic engagement campaigns. Segments: small business owners, seniors navigating benefits, immigrant communities.
“The benefits enrollment page was 'overwhelming and bureaucratic' to 80% of personas. The simplified wizard scored 2x on task clarity.”
PanelShot vs. Traditional Focus Groups
| Traditional | PanelShot | |
|---|---|---|
| Time to results | 2-6 weeks | 12 minutes |
| Cost per study | $5,000 - $50,000 | Under $0.50/persona |
| Participants | 6-12 per session | 20-100 per run |
| Geographic diversity | Limited by location | Any demographic, instantly |
| Repeatability | Near impossible | Same personas, anytime |
| Bias risk | Moderator influence, groupthink | Independent parallel evaluation |
| Follow-up questions | Session ends, participants leave | Chat with any persona, anytime |
| A/B testing | Expensive, 2x recruitment | Same cost, same personas |
“We test our campaign mailers with 8 voter segments before every print run. PanelShot replaced our $30K/month polling contract.”
— Political Campaign Manager
“Our product packaging went through 4 PanelShot rounds before we committed to manufacturing. Total cost: $80. Previous agency quote: $18,000.”
— CPG Brand Manager
“Every deploy preview gets a 25-persona gut check. We've caught 3 messaging regressions that would've hit production.”
— Head of Engineering, SaaS startup