AI search starts with the persona behind it
Maria Smith
Female indie film fan
Coverage: 92%
Jack Davis
Movie Analyst
Coverage: 22%
Jessy Brown
Romantic comedy fan
Coverage: 55%
Maria Smith
Contemporary drama enthusiast
Coverage: 80%
John Miller
Avid Sports Fan
Coverage: 69%
Alejandra Santos
True Crime Connoisseur
Coverage: 18%
AI doesn't give one answer to everyone. The same query can produce completely different answers, depending on the user behind it. So the real question is not: 'Do we show up?'. It is:
Do we show up for the right people, in the right context?
Maria Smith
Female indie film fan
Coverage: 92%
Jack Davis
Movie Analyst
Coverage: 22%
Jessy Brown
Romantic comedy fan
Coverage: 55%
Maria Smith
Contemporary drama enthusiast
Coverage: 80%
John Miller
Avid Sports Fan
Coverage: 69%
Alejandra Santos
True Crime Connoisseur
Coverage: 18%
We map how your business
appears across:
What is Target
Audience AI Visibility
It's not a single score. It is four dimensions,
that directly map to what your team can improve.
Brand Recall
Do you appear for the right personas and topics?
→ Coverage across relevant contexts and use cases
Message Alignment
Do different personas hear the same core story?
→ Consistency of your positioning
Content Structure
Can AI actually use your content in its answers?
→ Clarity, structure, and accessibility
Value Understanding
Does AI communicate why you're the better choice?
→ Differentiation, proof, and depth
What we've learned
from the data
86%
of time, AI models disagree about your brand
Messaging shifts
depending on:
Every disagreement is revenue walking to the competitor
We bring control to that complexity
We don’t optimize for one output.
We build a structured approach that:
- → Identifies how different personas see you
- → Detects inconsistencies across contexts
- → Strengthens your message where it breaks
- → Aligns your content with real decision journeys
We don't just give you data. We work with your team.
- → Your team stays in control
- → We provide direction and structure
- → You decide what gets shipped
The outcome? Not just better visibility.
A business that is consistently represented the way you intend.
Sharing our ideas with others
Our research is based on Synerise BaseModel.ai framework.
Read more researchFAQ
What is Rankfor.AI?
Rankfor.AI is the marketing and communications intelligence platform that maps how AI perceives your brand, finds the gaps by persona, and tells you exactly what to create to win recommendations — faster than any content team can brainstorm.
What can I use it for?
If you're a brand, you use Rankfor.AI to protect and improve your narrative in assistant answers. If you're an agency, Rankfor.AI lets you stand up an AI Visibility practice fast and prove impact with before/after AI answer snapshots.
Who is it for?
Marketers and communicators mastered storytelling for humans. Now it's time to tell stories that AI can understand. CMOs, marketing leaders, and agency executives.
How is Rankfor.AI different from SEO tools or simple AI monitoring?
Most tools "screen-scrape" what AI said — a rear-view mirror. Rankfor.AI explains why AI says it, what's missing in your territory, and what to change. Traditional SEO focuses on search results; Rankfor.AI focuses on conversations inside assistants.
Why is Rankfor.AI backed by an impact-focused VC?
We are backed by Simpact VC, because our mission is to help organizations provide LLMs with accurate knowledge. We believe AI shouldn't just amplify the biggest voices; it should reflect the real market.
How do I integrate it with my ecosystem?
You can start using Rankfor.AI with zero integration by scanning your public web properties. For deeper insight, we can plug into tools like your CMS, analytics, or search console.
How does it work?
Rankfor.AI begins by mapping how large language models understand your market. It then simulates how audiences encounter your content inside AI assistants, and creates content briefs that make it easier for models to cite you.
How quickly can I expect to see changes in AI answers?
Most teams see meaningful shifts in assistant answers within a few weeks on priority topics. Rankfor.AI gives you a ranked list of "high-leverage moves".
Is Rankfor.AI compliant with GDPR?
Rankfor.AI is designed to operate in a GDPR-compliant way. We focus on publicly available data sources, give you control over what is scanned, and sign DPAs where needed.
Do I need an AI or data science team to use it?
No. Rankfor.AI is built for marketing, comms, and strategy teams, not ML engineers. You get clear brand identity maps, personas, and recommended actions in plain language.
