GEO infrastructure · MCP + REST

The GEO data layer for agencies & agent builders.

Structured, exploitable signals on how brands surface across ChatGPT, Claude, Gemini and Perplexity — exposed over MCP and REST so you can build agencies, agentic products and GEO services on top.

Signals from

ChatGPT

Claude

Gemini

Perplexity

Mistral

Grok

Open Claude settings

Launch the app or open claude.ai and go to Settings → Connectors.

Open Claude

Add a custom connector

Name it GEO Agent and paste the MCP URL below.

https://geo.aiorigin.io/api/mcp

Connect & sign in

Click Add → Connect, sign in with Google. Ask Claude: "Audit Acme's GEO visibility."

OAuth 2.1 · no API key

TipFirst call opens a browser to sign in — no API key to paste anywhere.

The opportunity

Every brand will need a GEO layer. Almost no one ships one.

The answer layer is the new SERP — and it’s wide open. Agencies, freelancers and indie builders are racing to deliver GEO services and agentic products on top of it. We give you the structured data and infrastructure so you ship the product, not the pipeline.

10×

GEO services market

growth projected by 2027.

weeks saved

vs. building the LLM pipeline yourself.

infra to maintain

providers, retries and parsers handled.

The data, sculpted

Scroll. Watch the GEO take shape.

Visibility timeline

Watch your brand climb, week after week.

Every run feeds a clean time series — mention rate, average position, share-of-voice — across ChatGPT, Claude, Gemini and Perplexity.

Competitive matrix

A living matrix of who dominates, where.

Cross your competitors with the prompts that matter. Cells light up as signals arrive — blind spots become impossible to miss.

Brand × Prompt mention rate

best CRM 2026

ai-native CRM

vs HubSpot

compare pricing

for SMB

for enterprise

Acme

Northwind

Globex

Initech

Umbrella

Prompt hunter

The agent hunts the high-intent prompts.

Our prompt hunter discovers the questions your customers ask an LLM before buying — and adds them to your tracking in one click.

Discovered promptsscanning…

comparebest ai-native crm for indie devs

0.92

compareis Acme better than HubSpot in 2026?

0.88

buyAcme pricing for 5-person teams

0.84

evaluateAcme review reddit

0.78

discoveralternative to HubSpot under $50/mo

0.71

buildAcme MCP integration with Claude

0.69

Citation constellation

A graph of the sources behind every answer.

Domains cited by Perplexity and Claude, deduped and tied to your prompts. The raw material for content and PR plays.

Who builds on us

Built for the people shipping the GEO economy.

acme · client dashboard

Visibility report

November · weekly digest

+18%

Mentions

1,284

Share of voice

27%

Sentiment

+0.71

White-label · powered by

your agency

01 / 06

How it works

From zero to a live GEO product in three steps.

workspace

provisioned

ws_a8c2…7f1

api_key

geo_sk_•••••••••••••••••

Provision a workspace

POST /runs
{ brand: "acme" }

→ mentions: 42
→ sov: 0.19
→ citations: [ 12 ]

Pull structured GEO data

Run brand prompts across every major LLM via MCP or REST. Get mentions, position, sentiment, share-of-voice and citations as clean JSON.

your product

shipped →

Ship your product

Wrap the data into your agent, agency offering or SaaS module. We handle providers, retries and recommendations — you own the experience.

What you get

An infrastructure you’d hate to rebuild.

Structured brand visibility data

Mention rate, position, share of voice, sentiment and recommended-listing across every major LLM — returned as typed JSON, ready for your UI.

{

"mention_rate": 0.42,

"share_of_voice": 0.19,

"sentiment": +0.71,

"position": 3.2,

"recommended": true,

}

Citation graph

Captured and deduped domains and URLs cited by Perplexity & Claude web search — the raw material for content and PR strategies.

Actionable recommendations

Ranked content and positioning moves returned as structured JSON your agent — or your client dashboard — can execute directly.

#1Add comparison vs Stripe

#2Capture 'best X for Y'

#3Cite first-party data

Multi-tenant by design

Workspace-scoped API keys, RLS-isolated data and a provisioning API so agencies and resellers can onboard their own customers in one call.

northwind

vertex-labs

helios

aurora-agency

RLS-isolatedmulti-tenant by default

Two endpoints. Same toolset.

MCP for your agents. REST for your backend.

Wrap our MCP into a vertical agent, or call the REST mirror from your SaaS, dashboard or warehouse pipeline. Same data, same auth, same workspace.

MCP · agents

POST /api/mcp
Authorization: Bearer lvb_live_…
Content-Type: application/json
Accept: application/json, text/event-stream

{
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "name": "run_brand_visibility",
    "arguments": { "brand": "Acme", "prompts": 24 }
  }
}

REST · backends

POST /api/v1/runs
Authorization: Bearer lvb_live_…
Content-Type: application/json

{
  "brand": "Acme",
  "prompts": 24,
  "models": ["openai/gpt-5", "anthropic/claude-4", "perplexity/sonar"]
}

ChatGPT

Claude

Gemini

Perplexity

Mistral

Grok

ChatGPT

Claude

Gemini

Perplexity

Mistral

Grok

FAQ

Pricing

Pick the plan that fits how you ship GEO.

Brand plans for in-house teams. Agency plans for those who manage many clients. Switch monthly or yearly anytime.

Starter

$99/mo

or 79/mo billed yearly

For small companies who want to monitor and understand their brand's visibility online.

ChatGPT tracking only
50 prompts tracked
1 brand
MCP access
Email support

Growth

Enterprise

Custom

Tailored for your scale.

For large companies and agencies building and orchestrating AEO marketing campaigns.

Up to 10 Answer Engines tracked
Multiple brands
Tailored prompt tracking plan
Dedicated Slack support
SSO/SAML + SOC2 compliance

Get a demo

See full plan comparison →

Build the GEO product the market is waiting for.

Spin up a workspace, plug into the MCP or REST API, and ship your agency offering or agentic product on top.