Core intelligence—not an add-on
AI can describe your brand politely—and still recommend someone else when a buyer has to choose. We show you that moment before it costs you deals.
First analysis free · no charge today
Free · Full report on your brand
Synthetic buyers run realistic scenarios, compare you to competitors, and surface the objections that kill shortlists—not vanity “what do you think of our brand?” answers.
Scenario simulation
Contained pressure test
Scenario
Choose vendor under budget + trust pressure
Personas
Choice pressure
Choice summary
Ranked shortlist
Objection pattern
Trust gaps surfaced
Competitive pressure
Peer substitution
A model can politely describe you until it must pick winners in a crowded category—then weaknesses show up late and expensive.
You need decision-level pressure, not another paragraph of praise.
The gap
Three moments buyers actually move through.
Static output
Category answer
Sounds fine until a buyer must pick among four vendors.
Pressured choice
Forced ranking
Surfaces omissions and tradeoffs summaries usually hide.
Head-to-head
Comparative framing
Shows why a crisp story still loses under real pressure.
They pursue goals that force tradeoffs—not brand polls.
Selection pressure shows where polite summaries hide weak spots.
Trust gaps move who gets shortlisted.
Who gets recommended when someone has to pick.
You can sound clear in a single prompt and still lose when models stack you next to sharper competitors.
Focus Groups surface selection pressure: who gets shortlisted, who gets skipped, and why.
Under pressure
Credibility pressure
Proof vs. vague claims
Category ambiguity
Where models hedge
Objection handling
Trust gaps in dialogue
Comparative choice
Who survives the shortlist
Recommendation behavior
Who gets endorsed
Enter your website. We learn your category, competitors, and story—then run the pressure test in that context, not a generic chat.
You see how AI describes you today, where the narrative breaks under comparison, and whether buyers would pick you when they have to choose.
What you get
How AI describes you, where the story breaks, and who wins when someone has to choose.
01
Your story
How AI describes you
02
Weak spots
Trust and clarity gaps
03
Real scenarios
Buyers with options
04
Forced choice
Who makes the shortlist
05
The verdict
Who gets recommended
Grounded in your brand—not a one-off chat.
Grounded in your real market and competitive set
Repeatable runs you can compare over time
Outputs you can take straight into a board or investor conversation
Enter your site. We show how models describe you—and whether you win when buyers compare options.
First analysis free · no charge today
Free · Full report on your brand
Short clarifications — positioning and proof live in the sections above.
Simulated buyers run through realistic scenarios, compare options, and surface objections and trust gaps—so you see decision pressure, not vanity sentiment.
A full brand dossier: how AI models describe you, where competitors beat you, and whether buyers would pick you when they have to choose—all from one URL.
A single prompt gives you a polite summary. We run structured scenarios with competitors in the room—so you see who gets shortlisted and why.
A separate tool if you only want to run a focus group on your own scenario—without the full brand report from your site.
No—that would bias answers. They solve problems and pick among options; your brand may or may not be named depending on the scenario.
Yes. It shows when sharper narratives, proof, or fit crowd you out of shortlists—and which objections repeat.
Relevant pages to go deeper into GEO strategy and platform capabilities.