Agent simulations·APIs & MCPs

Simulate how AI Agents such as Muse, Grok Bot, Instinct and Dot choose and use your API or MCP

See where AI agents drop off, from finding your API or MCP to finishing the task, and which fixes turn them into paid usage and revenue.

Preview of the AINET dashboard: AI Mindshare score, share of answers, accuracy, mindshare over time by competitor, results by AI model, and a ranked list of recommended fixes.

Trusted by teams at

  • Hello Moon
  • Chance
  • Shield Swap
  • Aleo

Your next users ask AI first

Traders, builders and funds now ask ChatGPT which chain to build on, which DEX to use and which token to research. Kaito tells you who's winning Twitter. AINET tells you who's winning GPT.

Your AI customer journey leaks at every step

Agents now find, compare and call APIs on behalf of their users. Every step where they stall is usage and revenue you never see.

01

Can agents find you?

Your API or MCP has to show up for the task the user actually asked for, not only when someone searches for you by name.

02

Will they choose you?

Agents compare the alternatives and pick whichever API or MCP looks like the best fit for what the user wants done.

03

Can they finish the job and pay?

Docs, parameters, error recovery and payment steps all have to work, so the task gets done and usage becomes revenue.

See where agents drop off. Fix what’s blocking them.

AINET measures every step from discovery to a paid, finished task, in one repeatable loop.

Know where you win and lose

Selection rate by task and by agent, and who wins when you don't.

Selection by task6 agents · 30d

Track competitor moves

When a rival ships new docs, an MCP server or a price change, see how agents' choices shift.

Competitor movesLast 30 days

Follow the agent journey

From discovery to selection to a paid, finished task. See exactly where agents drop off.

Agent journey · Swap USDC → SOL4 phases

Ship the fix, then retest

Every finding comes with a concrete change to your docs or API, and a retest under the same conditions.

Fix · docs/quickstart.mdReady

One loop, from task to fix

AINET maps the tasks agents get, simulates them end to end, and tells you exactly what to change.

Map tasks. Know what agents are asked to do: the tasks, volumes and personas behind your category.

AINET · Acme API42 tasks mapped

Built on what agents actually do

Every task agents take on and every choice they make, in one living map of your market.

Know what agents are asked to do

Task volumes by intent across agents, and where demand is moving before your dashboards notice.

See which agents pick you

Selection rate for every agent, against your category, and who they pick when it isn't you.

Agent analytics

See which agents crawl, call and cite your docs, endpoints and MCP tools.

Benchmarking

Compare your selection rate with peers in your category, task by task.

Fact check

Catch agents quoting the wrong price, rate limit or endpoint before users do.

Machine payments

Follow x402 and MPP payments from the first call to settlement.

Bring your own GEO stack. We handle the agents.

GEO dashboards are a commodity now. Keep the one you already use, connect your own ChatGPT, Claude or Gemini subscription, and run AINET's agent simulations on top.

Your GEO platform
Import by API or CSV
Prompt rankingsCitationsShare of voice
Your AI subscription
Your plan or your own API key
ChatGPTClaudeGemini
AINET
Agent layer
Agent simulations
Find → choose → call → pay
API & MCP fixes
Docs, llms.txt, MCP tools, pricing pages
Machine payments
x402 and MPP, from call to settlement
01

Keep your GEO tool

Import prompts, rankings and citations from the platform you already pay for. No migration and no duplicate tracking.

02

Use your own AI subscription

Run simulations on your ChatGPT, Claude or Gemini plan or API key. You pay the model provider directly, not us twice.

03

We do what GEO can't

GEO tells you what models say. AINET tests what agents do: find, choose, call and pay for your API or MCP.

Leaderboard
$0/ forever
No card needed
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Includes:
  • Public agent leaderboard by category
  • Top-level selection scores
  • 7-day history
  • Trending gainers and losers
Project
$999/ month
Billed monthly
Get Project
Includes:
  • Agent simulations across Muse, Grok Bot, Instinct and Dot
  • Full journey, from discovery to paid task completion
  • Competitor benchmarking, up to 5 rivals
  • Ranked fixes and controlled retests
  • Bring your own GEO data and AI subscription
  • 90-day history, alerts and API access
Enterprise
$4,999+/ month
Annual or monthly
Contact us
Everything in Project, plus:
  • Unlimited tasks, agents and rivals
  • Custom agent personas and harnesses
  • White-label reports
  • SSO, SLA and priority support

Not sure yet? We'll run a free agent report on one of your API tasks.

Get a free report

Get your free AI visibility report

See your scores, the prompts you lose, and the fixes that move them. Then decide if you want the full dashboard.

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FAQs

  • The share of AI-generated attention your project captures: how often, how early, how accurately and how strongly large language models recommend you when people ask about your category.

Win the AI answer

See how AI talks about your project before your users do.