# Growth Radar

> A cross-product SEO/GEO/AEO command centre. It ingests Google Search Console, Bing Webmaster,
> GA4, PageSpeed/CrUX and product analytics for an entire portfolio into one view, proposes the
> highest-leverage fix, opens that fix as a pull request on the product's own repository, and
> then measures whether the metric actually moved.

Growth Radar is currently in private use on one portfolio and has a public waitlist. There is
no self-serve signup yet.

## What makes it different

Most SEO tools report that a number changed. Growth Radar records the change that was
deliberately shipped, the metric it was meant to move, the baseline at ship time, and the
outcome after a fixed horizon. That produces a win rate per *kind* of change — title rewrites
vs schema vs internal links vs speed — so the decision of what to do next is based on evidence
from the same portfolio rather than on generic advice.

## Data sources

- Google Search Console: clicks, impressions, CTR, impression-weighted position, per query and page
- Bing Webmaster Tools: the index several AI assistants read; tracked as a first-class source
- Google Analytics 4: sessions by channel group, including the AI Assistants group (which undercounts, since most assistant traffic arrives referrer-less)
- PageSpeed Insights and CrUX: field Core Web Vitals, with lab metrics as a fallback
- PostHog: visitors, pageviews and top landing paths per product
- Payment and blocker state per product

## Enrolment

Growth Radar keeps a per-property grid across Search Console, Bing, both sitemaps, GA4 and
IndexNow. It performs by API everything the APIs permit, and for the rest it records the exact
missing item — the literal DNS TXT record, or the specific screen to click — rather than an
indefinite "pending".

## Safety of the shipping half

Generated pull requests are constrained by an allowlist of paths per kind of change, with an
absolute veto on anything matching authentication, payments, CI configuration, dependencies or
secrets. One disallowed path rejects the entire change set. It opens pull requests and cannot
merge them.

## MCP server

Growth Radar is usable by an agent, not only by a person with a browser. It speaks the Model
Context Protocol over streamable HTTP at https://growthradar.app/api/mcp (POST only; a bearer
token is required, and the canonical host must be used because any other host redirects and
most clients drop the request body across a redirect).

    claude mcp add --transport http growth-radar https://growthradar.app/api/mcp \
      --header "Authorization: Bearer $MCP_TOKEN"

14 tools across three domains:

**Recommendations & discovery:**
- `list_apps` — every app on the account, its open recommendation count, how fresh its search data is, and why an empty list may mean "never measured" rather than "healthy"
- `get_recommendations` — the ranked to-do list for an app, each item carrying step-by-step fix instructions: the diagnosis, the page or file to change, the ordered steps, and how to verify the fix at 28 days
- `update_recommendation` — mark an item active, completed, dismissed or reopened, which feeds the same ship-and-score loop the dashboard uses

**Product analytics (events + visitors):**
- `get_overview` — visitor count and trend for a project (current vs prior 7 days)
- `get_trends` — event volume trend over time, grouped by day (customizable event and window)
- `run_funnel` — analyze a funnel with ordered steps, drop-off rates, and median time-to-next (default: pageview → signup → completion)
- `get_retention` — N-day return cohorts by first-seen day (measures repeat engagement)
- `get_paths` — top entry points, exit points, and next-step transitions (shows user flow)
- `get_live_feed` — 50–100 most recent events, useful for real-time debugging
- `list_events` — catalog of all event types and their volumes over a window

**Growth data (search + AI + speed):**
- `get_search_performance` — unified Google Search Console + Bing Webmaster data: top queries by clicks, impressions, CTR
- `get_ai_visibility` — how many times this project is cited by AI assistants (ChatGPT, Perplexity, etc.) and for which queries
- `get_web_vitals` — latest Core Web Vitals from PageSpeed Insights: LCP, INP, CLS, and performance score
- `get_growth_snapshot` — all-in-one view: visitors, funnel leak, top search query, AI citations, Web Vitals, plus an AI-generated recommendation for the single highest-leverage fix

Each tool returns both human-readable text and structured JSON with sample sizes, so an agent can distinguish thin data from real data. All accept project slugs and default time windows sensibly. Every tool is answerable in one call — no "call this other tool first" chains.

## Links

- Landing page: https://growthradar.app/
- Waitlist: POST https://growthradar.app/api/waitlist with {"email": "..."}
- MCP endpoint: https://growthradar.app/api/mcp

## Contact

ohadf2015@gmail.com