In private beta · Accepting pilot partners

AI search is a
black box.

You can't see what gets cited, when, or why. AEOsim reverse-engineers how Gemini, ChatGPT and Perplexity cite your brand — so you finally can.

Book a demo → See how it works
The mechanism

AEOsim simulates it.

We run thousands of probes against the AI engines, build a ground-truth distribution of how they cite, and surface the signal you've been flying blind on.

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

See exactly what gets cited,
how often, and against whom.

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
The metaphor

Rockets aren't launched without simulation.

Neither should your AI search strategy be. Run variants in AEOsim before you ship.

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

SpaceX runs thousands of simulations before a launch. Your team ships content blind. AEOsim is the simulation layer for the AI-search era.

Book a demo →

Canopy by Founders, Inc.

FAQ

Questions, answered.

How is AEOsim different from an SEO rank tracker?+
Rank trackers tell you where you appear in a list of blue links. AEOsim tells you whether you appear in a generated AI answer — at what frequency, in what position, with what framing. Because LLM answers are non-deterministic, a single observation tells you almost nothing; AEOsim builds a statistical distribution over many runs.
Which AI engines do you currently cover?+
ChatGPT (Search and standard modes), Google Gemini, and Perplexity. We're prioritizing engines based on traffic share and pilot demand.
How long is a typical pilot?+
8–12 weeks. Week 1–2 is setup and baseline measurement. Weeks 3–10 are the live measurement and experimentation cycle. The last two weeks are wrap-up and conversion to a longer engagement.
Do you handle the content changes, or just the measurement?+
We're a measurement and simulation platform — your team or agency handles content execution. We give you the test framework, the experiment recommendations, and the citation lift data.
Who founded AEOsim?+
Arnav and Vignesh, both at IIT Delhi. We started AEOsim after seeing AI search go from a curiosity to a meaningful traffic source for our agency clients — with no real measurement infrastructure on the market.