Sees the page as it really is
Mako reads web elements as clean semantics, not raw HTML or pixels. It perceives the page the way it actually behaves.
Mako by TinyFish
A model built to operate the live web.
The web-native AI model that completes real workflows on the live web. Reliable at scale, at a fraction of frontier-model cost.
Customer proof
Teams already building on Mako.
“Most of the carriers our agents depend on have no API. The portal is the product. A model built specifically to operate the live web is the difference between automation that demos well and automation that binds policies.”
Ankur ShresthaCEO, QuoteSweep
“Testing at the speed of AI-generated code means driving real browsers reliably, thousands of times a day. A web-native model is the right tool for that, and the economics follow.”
Yunhao JiaoCEO, TestSprite
Bonfire Analytics
“Our ability to build and scale accurate healthcare provider intelligence rests on working the live web reliably and affordably- TinyFish agents make that possible.”
Jaya PokuriCTO, Bonfire Analytics
“We evaluate and track thousands of software products for our community. Web agents that just work, at marketplace scale and marketplace economics, is exactly the infrastructure we've wanted.”
Chad BoydaCTO, AppSumo
Built for execution
Mako operates the live web.
Give Mako an objective. It reads the page, acts, adapts, completes the run, and returns structured results ready to use.
1
State the objective.
From your product, your agent, or any plan.
Objective
Retrieve 10 comparable general liability insurance quotes from different providers.
Applicant information
- Business type
- Consulting LLC
- State
- California
- Employees
- 12
- Annual revenue
- $1.2M
- Coverage
- $1M / $2M
Include with every quote
Provider and plan · monthly and annual premium · deductible and limits · exclusions · source URL.
2
Mako executes on the live web.
Reads the page, acts, adapts, and completes the run.
provider-02.com/general-liability/quoteLive
General liability quote1 / 10
Business typeConsulting LLC
Employees12
Annual revenue$1.2M
Get quoteContinue
3
Structured results, ready to use.
Quote Results
10 quotes collected · ready to compare · Q-2048
Run againScheduleCopy JSON
ProviderPremiumDeductibleStatus
Provider 01$84/mo$500Best
Provider 02$91/mo$1,000Saved
Provider 03$96/mo$500Saved
Provider 04$102/mo$0Saved
Provider 05$109/mo$1,000Saved
Provider 06$112/mo$750Saved
Provider 07$116/mo$500Saved
Provider 08$121/mo$1,000Saved
Provider 09$127/mo$250Saved
Provider 10$133/mo$500Saved
What Mako does
Mako reads the web and knows what to do.
Knows what matters
Mako judges which elements matter for the next action, so it executes on pages it has never seen, without brittle rules to maintain.
Decides the next action
On every step, Mako picks the element and chooses the action to take. That judgment is the model.
Holds long workflows
Mako caches page state across a task, so long, multi-step runs stay coherent where general-purpose models stall.
Why it is hard to copy
The advantage lives in the architecture. Mako also learns from real production runs across authenticated, multi-step workflows, data that cannot be scraped or licensed.
Get startedGet started
Get started
with Mako.
Tell us what you want to run on the web, and we’ll take it from there.