In private beta · Accepting pilot partners

AI search is a
black box.

Attribution is hard. Feedback loops are slow. You can't see what gets cited, when, or why.

Book a demo → See how it works
The mechanism

AEOsim simulates AEO.

AEOsim reverse-engineers real-world IR systems that LLMs like ChatGPT and Gemini use by runnings millions of probes and thousands of experiments.

See the proof →
User query
best telemedicine app in india?
AI answer
Your Brand, Competitor A, and Competitor B are India's top telemedicine apps, offering doctor consultations and medicine delivery…
scroll

Pilot Partner:

Founded at IIT Delhi

The proof

Analyze.
Simulate.
Ship.

01 · The query
best telemedicine app in india?
ChatGPT is thinking…
02 · AEOsim view
Top apps include Your Brand, Competitor A, and Competitor B, all offering doctor consultations and medicine delivery across India…
Your Brand cited73%
avg rank2.1
SOV vs competitors+18 pp
stability across runsσ 0.08
03 · Attribution
AI-driven checkouts
37%
▲ 12% week-on-week
ChatGPT18%
Gemini14%
Perplexity5%
The product

See AEOsim in action.

or email arnav@aeosim.com

Rockets aren't launched without simulation.

Neither should your AI search strategy be.

Variant A · with AEOsim
✓ Landed safely
Variant B · no telemetry
✕ Mission lost
The destination

AEOsim handles simulation and attribution for your in-house team.

Book a demo →

Canopy by Founders, Inc.

FAQ

Questions, answered.

How is AEOsim different from other choices in the market?+
Most tools only provide monitoring, or use standard SEO-adjacent playbooks. We help you redesign your content strategies by simulating AI Search, applying deep engineering to a marketing problem.
Can you help me with attribution? How do I know if AEO is worth investing in for us?+
Yes. We have helped pilot partners, including Tata 1mg, with attribution and fixing undercounting of dark AI traffic. To know whether AEO is worth investing in, look at slope as well as intercept. Our AI Search audit can help you decide for sure.
What kinds of companies do you work with?+
We work with large companies with internal SEO teams, in sectors such as health, insurance, wealth management, developer tools, and other categories where AI Search is an important channel.
I don't understand what prompts to optimize for. Can AEOsim help?+
We integrate with your BI stack to better predict the highest-intent queries to focus on.
How does the simulator stay up to date with latest model releases?+
We deploy our own custom fleet of agents so that updates are immediately logged, and we can roll out changes faster by running probes. We can update in days, whereas traditional methods can take months to reliably understand model changes.
Can you integrate with our existing analytics stack and SEO team?+
Yes, and yes. AEOsim works best when it integrates with your existing analytics and baseline SEO work.
How long before I see results?+
A 6-week POC sprint is typically sufficient, including audit and attribution in the first 2 weeks.
Who is behind AEOsim?+
We're a team of IIT Delhi engineers and former researchers, applying science and first principles to reverse-engineer AI Search.