Marketing intelligence for AI agents

Turn your AI agent into a growth engineer.

Give Claude Codeand Codexevidence to explain why one page outranks another.

Ask OpenGain

LIVE MARKETING INTELLIGENCE

OpenGain analysis

I found three likely causes: stronger intent alignment, a denser internal-link graph, and more recent third-party citations. The evidence is strongest for intent alignment.

Live SERP context

Page & backlink evidence

Claim-level citations

Remote MCP · OAuth 2.1 · private workspace reports

Connect remote MCP

Bring ranking comparisons into your agent.

Connect this deployment's OAuth-protected MCP endpoint and use the same workspace, credits, evidence, and reports as the web app.

Three focused tools · workspace-scoped OAuth

01Open a terminal in the project where you use Claude Code.

02Register this deployment's remote HTTP MCP endpoint.

03Open /mcp in Claude Code and complete the OAuth sign-in.

$claude mcp add --transport http opengain https://YOUR_OPENGAIN_DOMAIN/mcp

$claude mcp get opengain

Streamable HTTP · OAuth 2.1 · no local OpenGain package

Two interfaces. One intelligence layer.

Work where the work already happens.

OpenGain doesn't try to become another coding agent—or another dashboard. It gives the tools you already use the context to make better growth decisions.

01 / IN YOUR AGENT

Give your coding agent grounded ranking evidence.

Connect OpenGain over remote MCP. Your agent can start a comparison, inspect its validated report, and ask evidence-aware follow-ups through three focused tools.

Compare these two ranking pages in the US desktop results.

Show me the persisted evidence behind each likely factor.

Ask a follow-up without collecting the same evidence again.

Connect remote MCP

02 / ASK OPENGAIN

Ask a growth question. Get a useful answer.

Compare two ranking pages, inspect citations, and ask focused follow-ups in plain English—without learning another dense SEO dashboard.

Why does Tally outrank Typeform for "free form builder"?

Why does Asana outrank Basecamp for "project management software"?

Which evidence-backed change should I prioritize on this page?

Start asking

A useful answer, not another score

Know why they win.
Know what to do next.

Question

Why does Tally outrank Typeform for “free form builder”?

Evidence reviewed

SERP snapshotPage contentBacklinksInternal linksKeyword contextOptional GSC facts

Strongest likely causesHIGH CONFIDENCE

Closer match to search intent

Tally leads with an immediately usable free builder, while Typeform's page emphasizes the broader product.

Stronger topical link support

The observed internal-link and backlink signals favor Tally's core builder page.

More fresh third-party validation

Recent creator and no-code roundups cite Tally more frequently for free use cases.

Start an evidence-grounded comparison

The analysis loop

OpenGain gathers it.
Your agent can inspect it.

From live ranking evidence to a validated, cited report in the tools where you already work.

Ranking evidence flowing through a validated analysis to an AI agent

01Request is normalized

02Credits are reserved

03Evidence is acquired

04Claims are validated

05Report is delivered

One connected system

The growth layer your agent was missing.

MCP tools

A deliberately small surface

Start a comparison, read its status and report, or ask a follow-up through three purpose-built tools.

Evidence

Where each claim came from

SERP, page, keyword, backlink, and optional Search Console observations with persisted provenance.

Agents

Reason from the same report

Claude Code, Codex, and other remote-MCP clients can use the same workspace-scoped analysis service.

Agents askEvidence groundsReports prioritize

Simple usage-based pricing

No subscription.
Pay for the research you use.

Activate the one-time promotion, compare real ranking pages, and buy more credits only when you need them.

Your starting balanceFree account

50free credits

Card required to activate

No charge unless you buy more

Credits valid for one year

No monthly subscription

Create a free account

Connect Claude Code, Codex, or your preferred agent

The mission

Make every ranking recommendation inspectable.

Start with 50 credits