
REAL BUSINESSES. REAL AI ANSWERS.
More people are asking AIwhere to eat, where to go,and who to trust.Starflash helps you see ifthey can find you.
Starflash audits how AI understands, discovers, and explains a real-world business.
From AI
answers to
real opportunities.
answers to
real opportunities.

See whether AI recognizes your business
Find out if you show up — and how.
Understand where customers can discover you
Across customer needs and situations.
Find gaps in decision-ready information
See what’s missing or unclear.
Leave with three prioritized actions
Get a clear plan to grow.
THE STARFLASH ENGINE
A systematic audit of how AI sees your business.
Starflash Engine brings together customer situations, repeated AI observations, public information, and merchant-confirmed facts to measure how AI understands your business — and turn that evidence into a structured Full Audit.
Customer situations
Real-world questions and decisions.
AI observations
Repeated responses captured during the audit.
Public information
Websites, maps, directories, social profiles, and other public sources.
Merchant-confirmed facts
Business information confirmed directly by you.
ANALYSIS COREStarflash Engine Evidence in. Priorities out.
Observe · Compare · Verify · Diagnose · Prioritize
Recognition
How AI identifies and understands your business.
Discovery
Whether your business appears when customers search by need.
Answerability
What AI can clearly answer about your business.
Accuracy signals
What may be wrong, missing, unclear, or require confirmation.
Public information health
How usable and trustworthy public information appears.
Priority actions
What deserves attention first.
Full Audit
A structured, evidence-backed report.
BUILT FOR LOCAL BUSINESSES
Built for the decisions local customers make every day.
From neighborhood favorites to essential services, Starflash helps local businesses show up, get found, and win in the AI era.

Restaurants & cafés
Be found when people are hungry.

Beauty & wellness
Attract more clients, book more appointments.

Clinics
Earn trust and bring in more patients.

Retail
Show up for what shoppers are looking for.

Activities
Be the top choice for things to do.

Local services
Get discovered for everyday needs.
WHAT YOU GET
One audit. A clearer picture of how AI sees your business.
See whether you can be found, understood, and supported by the information AI relies on — and what deserves attention next.
01
Be found
See if and how AI recognizes your business. Understand where you appear across customer needs. Find out which competitors AI surfaces.
AI recognitionNeed-led discoverySimilar businesses surfaced
Customer needs
A quiet café for a meeting
Somewhere open late for dessert
A casual brunch this weekend
AI SearchUnderstands intent.
Finds the right businesses.
Finds the right businesses.
Businesses surfaced
SurfacedMaple & Bloom CaféCafé · Brunch · Good Coffee Riverside
The Daily LedgerCafé · Work friendly Riverside
Night Owl DessertsDessert · Late hours Riverside
Harbor & HearthBrunch · Modern comfort Riverside





Maple & Bloom CaféCafé · Brunch · Good Coffee Riverside
A neighborhood café serving seasonal food, great coffee, and a welcoming space.
Opening hoursConfirmed
LocationConfirmed
Menu / servicesNeeds checking
AvailabilityUnclear
ContactConfirmed
Booking / orderingMissing
02
Be understood
See how you show up in real customer situations. See what AI can (and can’t) answer about you. Identify outdated, conflicting, or missing information.
Customer scenariosCustomer answerabilityPossible accuracy risks
A CLEARER STORY.
03
Know what to do
Check the consistency of your online presence. Get clear, prioritized next steps based on your results. Review the sources behind every finding.
Public information healthStrategic directionTraceable evidence
AI answer
Customer scenario
Public source
Business fact
Observation
Unclear information
Starflash EngineTurns complexity into clarity.
Many observations. Clear priorities.
Priority 01Strengthen decision information
Priority 02Improve discoverability
Priority 03Clarify public facts
TO A STRONGER
TOMORROW.
HOW IT WORKS
Your Full Audit in three simple steps.
From business confirmation to a complete Full Audit — without a complicated setup.
Confirm your business
Share a few basic details and confirm the correct real-world business.
Starflash runs the Full Audit
Starflash Engine tests customer situations, AI responses, and public evidence across a structured audit.
Review your report
See what AI understands, where information breaks down, and what deserves attention first.
BUILT ON EVIDENCE
Every conclusion should have a trail.
Starflash retains the answers, sources, business facts, and documented limitations behind the audit — so you can see what each conclusion is based on.
Retained AI Answers
The actual AI responses reviewed during the audit.
Answers reviewed during the audit
Public Sources
The public information observed during the audit.
Websites · Maps · Directories · Social
Merchant-Confirmed Facts
Business facts you provide and confirm directly.
Information confirmed by the business
Traceable Evidence
Findings connected back to the information that supports them.
Findings linked to supporting evidence
Documented Limitations
Clear disclosure when something could not be observed, verified, or confidently determined.
What could not be verified is shown clearly

A CLEARER TOMORROW
See how AI understands your business.
Run one Full Audit and get a clearer view of how your business is recognized, discovered, explained, and supported by public information.



