Ask your search data a question. Or watch it for you.
Prognosite reads your own Search Console and GA4 data and gives you two ways to work with it. A portal with graphs, actions, scheduled reports and alerting. And an MCP server exposing all 149 tools, so you can ask the same questions inside Claude, ChatGPT, Cursor or Gemini. Same data either way. Read-only, always.
Read-only access. No card required. Works with your existing Google login.
Two front doors
Anything you can see, an agent can call.
Most platforms give you a rich interface and a thin API. Prognosite is built the other way round. The 149 tools are the product, the portal renders them, and the MCP server exposes every one of them to whichever AI client you use.
That means an account manager can open the portal and read a chart while a technical lead asks the same question in Cursor and gets the same numbers. There is no feature that exists in one place and not the other.
What are my best SEO opportunities this month?
prognosite_analytics_opportunities(site, days=28)24 queries rank positions 4–20, the near-miss zone. Top three by impressions:
| Query | Clicks | CTR | Pos |
|---|---|---|---|
| seo audit tool | 1,284 | 3.1% | 6.8 |
| rank tracker api | 907 | 11.3% | 2.4 |
| ai overview seo | 640 | 1.2% | 9.0 |
What Prognosite does
A read-only platform for your own search data.
Prognosite reads two things: your Google Search Console data and your Google Analytics 4 data, both through Google’s official APIs, both read-only. It does not write to your Google account, change your site, publish anything, or touch your ads.
You authorise it once with your Google login. After that you can use the portal, the MCP server, or both. Access can be revoked from your Google account at any time.
Reads your Google Search Console
Prognosite connects to your own Google Search Console to read the queries, pages, impressions, and click-through rates that Google already shows you in your Search Console account. We use this to surface near-miss ranking opportunities, track how your site appears in search results and AI Overviews, and diagnose why traffic moves. We never modify your Search Console. Every call is read-only.
Reads your Google Analytics 4
Prognosite connects to your own Google Analytics 4 property to read aggregate sessions, engagement, and conversion metrics. We use this to show what happens after the click, joined to the search query that earned it. We never modify your GA4 property, edit data streams, manage Google Ads links, or change any configuration.
Runs inside your AI client
Prognosite is a Model Context Protocol (MCP) server. It exposes 149 read-only diagnostic tools that you invoke from Claude, Cursor, or any MCP-compatible AI client. Your Google data stays inside your own conversation. It is not exposed publicly or used to train models.
Never writes to your Google account
Every Google API call Prognosite makes is read-only. We do not publish pages, edit properties, manage ads, change settings, or take any write action. Prognosite is a diagnostics product, not a publishing tool.
How it works
Three steps, about two minutes.
- 01
Connect your Google account.
Read-only access to Search Console and Analytics. Revocable at any time from your Google account settings.
- 02
Open the portal, or add the server to your AI client.
The portal works immediately. For MCP, it is one URL, and it works with Claude, ChatGPT, Cursor, Gemini and anything else that speaks the protocol.
- 03
Ask, or let it watch.
“Which pages lost traffic last month and why.” “Show me queries ranking 4 to 20.” Or set an alert and let it tell you first.
Where the data comes from
Your own data, plus what we bring to it.
Prognosite reads your Search Console and Analytics directly. Around that, it maintains its own indexes and licensed datasets covering search results, links, crawl behaviour and real-world page performance, and it runs its own crawlers.
Findings usually come from combining several of these at once. A traffic drop is not diagnosed from one source; it is diagnosed by lining up what your own data says against what changed in the results, on the page, and in how the page performs for real visitors.
Measured and modelled
We never round a measurement. We always round a forecast.
Measured
clicks, position 6.8, CTR 3.1%
Counted numbers are reported exactly.
Modelled
clicks over the next 30 days, 80% interval
Modelled numbers are reported as ranges with the interval attached.
You can tell which numbers are facts and which are estimates without reading a footnote, because they are typeset differently. A forecast quoted to three decimal places is a lie about precision, and it is a lie your client will eventually repeat back to you.
States
Every finding has a state, and one of them matters more than the others.
- Active
Open right now. A finding that needs an action, or that Prognosite is still watching.
- Cleared
Was open, the fix landed, the metric recovered. Moved out of the active list.
- Regressed
The costly one. Something was fixed, verified as fixed, and then came back.
Where the data is thin, Prognosite says so. A result marked suspect is one where the sample was too small to trust. Most tools quietly return a zero instead.
Getting started
Connect a site and see for yourself.
Connecting is free and takes about two minutes. No card, no sales call, no trial clock.
Paid plans cover continuous monitoring, portfolio management and scheduled reporting. See pricing.
Common questions
What people ask before they connect.
Is Prognosite a dashboard or an MCP server?
Both. It is an SEO intelligence platform with a portal for graphs, actions and reports, and an MCP server that exposes all 149 tools to AI clients. Every tool is available in both places.
What is an MCP server?
MCP is the Model Context Protocol, an open standard from Anthropic that lets AI clients connect to outside tools and data. Prognosite’s MCP server exposes 149 tools for search performance analysis.
Which AI clients does it work with?
Claude, ChatGPT, Cursor and Gemini, plus any other client supporting MCP.
What Google data does Prognosite access?
Google Search Console and Google Analytics 4, both read-only, both through Google’s official APIs. It cannot modify anything in your Google account.
Can it change my website or my Google settings?
No. Access is read-only. It cannot publish, edit, delete or alter anything.
How do I remove access?
Revoke it on your Google Account permissions page. Access ends immediately.
Where does the data come from?
Your Search Console and Analytics, read directly and read-only. Alongside that, Prognosite maintains its own indexes and licensed datasets covering search results, links, crawl behaviour and page performance, and runs its own crawlers. Findings combine several sources.
Is it free?
Connecting a site is free and needs no card. Continuous monitoring, portfolio management and scheduled reporting are paid. See the pricing page for current plans.