Unusual

Market to AI agents

3.5Score#243 of 999 agents#3 of 11 in Market researcher

Why it ranks #243

Unusual, an AI market researcher from YC F24, ranks #243 of 999 AI agents and #3 of 11 in Market researcher, with a score of 3.5 of 10. Data as of 3 Oct 2026.

The score adds four parts, each 0 to 10, by weight. Every point comes from public evidence. How scoring works ·

Proof 5 × 30% 1.5
Scale 2 × 30% 0.6
Momentum 2 × 25% 0.5
Autonomy 6 × 15% 0.9
= 3.5

Proof
Do customers use it? 30% of the score
5
Claims named customers and a customer result.
- +3
  Named customers
  “For Parley, an early customer, Unusual identified a key gap in what Perplexity knew about the space of SOC2 compliant AI for law firms.”
  Launch YC post · 23 Sep 2025 · 2 claims
- +2
  A customer result
  “It automatically published pages to fill the gaps (Model Use, Data Flows, and Isolation by Firm, Encryption, Access Controls, and Audit Logging) and within a month, those two pages were within the top 3 most important citations for the topic area.”
  Launch YC post · 23 Sep 2025 · 3 claims
Not found: revenue or growth (+4), a customer count (+2), work done at scale (+2)
Scale
Is there a real company behind it? 30% of the score
2
4 people.
- +2
  4 people on its YC page3 or 4 people
Not found: funding round in its news (+3)
Momentum
Is it shipping and growing now? 25% of the score
2
Shows hiring.
- +2
  Hiring: 2 open rolesFounding Engineer - Full Stack, Agent Marketing ConsultantYC page
Not found: launch YC post in the last 6 months (+3), new traction claim in the last 6 months (+2), funding news in the last year (+2), a batch in the last year (it is YC Fall 2024) (+1)
Autonomy
How much of the job does it do on its own? 15% of the score
6
Supervised agent: takes actions in other systems; a person approves key steps.
- +6
  Level 2 of 4: Supervised agentTakes actions in other systems; a person approves key steps.
What the model read
- Acts in other systems: 50% likely
- Finishes whole tasks: 20% likely
- Calls itself an agent: 93% likely
Level 2: Takes actions in other systems; a person approves key steps.

About Unusual

AI agents are the newest audience brands need to speak to, but go-to-market teams don't have the tools to understand how they form opinions or make decisions.

Unusual helps brands in the Fortune 100 and scale-ups like Change.org and Astronomer drive more sales and win more market share by shifting how AI models perceive their offerings.

We work closely with every brand to (1) identify the root cause of AI misperception, (2) align on marketing, sales, and product strategies that appeal to agents, and (3) build infrastructure and content that makes their strongest proof more legible to agents.

Our methodology centers on applying black-box interpretability techniques to AI agents like ChatGPT and Claude to understand how they form opinions about a brand and its competitors. Seeing the *why* behind each opinion gives us the ability to create targeted interventions that change them.