GEO & AI Agent Readiness Audit

What does GEO & AI Agent Readiness Audit do?

Audit public websites for Generative Engine Optimization (GEO) and AI agent readiness — scores, structured checks, and a prioritized keep / change / missing report per site. Bulk URL lists supported (up to 50 sites per run).

Unofficial. This Actor is not affiliated with, endorsed by, or maintained by OpenAI, Google, Anthropic, or the websites you submit (unless you operate them). It probes public pages only.

Dashboards: connect Power BI, Tableau, Looker Studio, or Qlik to the dataset API — see Export to Power BI, Tableau, Looker Studio & Qlik near the end. AI agents: paste this Actor’s Store page URL into an Apify-capable agent (MCP / Claude / Cursor with Apify), create an Apify account and API token once, and the agent can run the Actor and wire up the output.

Premium technical audit for teams preparing sites for AI search, coding agents, and MCP discovery — not a commodity scraper.

Ecommerce GEO: after auditing your storefront, monitor product facts with Shopify Products Scraper or LEGO.com Product Scraper.

What you get

• GEO score — AI search/retrieval crawler access, extractable HTML, schema, citability shape
• Agent score — llms.txt, markdown discovery, .well-known agent surfaces (MCP, API catalog, …)
• Report — good as-is / needs change / missing / priority actions (deterministic checks + LLM narrative)
• Dataset row per site + Key-value REPORT.md (and REPORT-N.md when bulk)

Checks are deterministic HTTP probes; the written report uses Apify's OpenRouter gateway when available.

How to run an audit

1. Open this Actor in Apify Console.
2. Paste one or more public URLs in websiteUrls.
3. Start the run; read scores in the dataset and the full narrative in KV store REPORT.md.

Single site:

{ "websiteUrl": "https://example.com" }

Bulk:

{ "websiteUrls": ["https://example.com", "https://another.example"] }

Max 50 sites per run. One dataset row + one Website audited charge per successful site.

How much does it cost?

Pay per event: $2.49 per website audited on Free (lower on paid plans — see Pricing tab). Actor start is a small one-time fee per run. Platform compute is included.

This is premium per-audit pricing — priced for quality audits, not per-row commodity scraping.

Input

Field	Description
websiteUrls	List of public URLs to audit (preferred)
websiteUrl	Single-site alias (still works)

Sample output fields

websiteUrl, origin, geoScore, agentScore, gradeGeo, gradeAgent, checks, narrative, priority, fetchedAt

{
  "websiteUrl": "https://example.com",
  "origin": "https://example.com",
  "geoScore": 72,
  "agentScore": 55,
  "gradeGeo": "B",
  "gradeAgent": "C",
  "priority": [],
  "fetchedAt": "2026-08-27T12:00:00+00:00"
}

Full markdown report saved to key-value store as REPORT.md.

FAQ

Is this priced per 1,000 results?

No — primary billing is per website audited ($2.49 on Free). One charge per successfully audited site.

Does llms.txt guarantee AI Overview citations?

No tool guarantees citations. This audit scores discoverability and agent-friendly surfaces so you know what to fix.

Can AI agents call this via MCP?

Optional MCP server path (/mcp) with tool audit_website(website_url) when Standby is enabled.

Public pages only?

Yes — audit sites you own or are authorized to test. Unofficial; not affiliated with the platforms whose crawlers we score.

Something broke?

Open the Issues tab on this Actor’s page.

Related Actors

Actor	Use together when…
Shopify Products Scraper	You fix GEO gaps then monitor product catalog freshness
LEGO.com Product Scraper	You audit a brand site and track official product MSRP
GEO & AI Agent Readiness Audit	(this Actor) — GEO + agent readiness scores and reports

Profile: bakos_bence on Apify.

For AI agents & LLM apps

Paste this Actor’s Apify Store URL into an agent that can use Apify (MCP, Claude, Cursor, etc.). With an Apify account and API token, the agent can set input, run the Actor, and fetch the dataset.

Actor ID: bakos_bence/geo-agent-readiness-audit

Purpose: Audit public websites for GEO (AI search visibility) and AI agent readiness.

Minimal input:

{ "websiteUrls": ["https://example.com"] }

Output: one dataset row per site with scores and checks; full narrative in KV REPORT.md.

Pricing unit: Website audited — $2.49/audit on Free.

Export to Power BI, Tableau, Looker Studio & Qlik

After a run, rows live in an Apify dataset. You can download JSON/CSV/Excel from the Dataset tab, or point BI tools at a CSV URL that refreshes when you scrape again.

Prefer the token in the URL (token=) — most tools only need “open this link as CSV”, with no custom headers.

Build a refreshable CSV URL

1. In Apify Console, open Settings → Integrations and copy an API token.
2. Save this Actor as a Task (optional but best for dashboards), run or schedule it once so there is a successful run.
3. Use the latest successful task run URL (replace TASK_ID and YOUR_TOKEN):

https://api.apify.com/v2/actor-tasks/TASK_ID/runs/last/dataset/items?format=csv&clean=true&status=SUCCEEDED&token=YOUR_TOKEN

Or, from any finished run, open the Dataset tab, copy the dataset ID, and use:

https://api.apify.com/v2/datasets/DATASET_ID/items?format=csv&clean=true&token=YOUR_TOKEN

Anyone with that URL can read the data — treat it like a password. For recurring dashboards, prefer the actor-tasks/…/runs/last/… form so refresh always hits the newest successful scrape.

Power BI

1. Open Power BI Desktop → Home → Get data → Web.
2. Paste the CSV URL (including token=).
3. When asked how to sign in, choose Anonymous → Connect.
4. Confirm the preview is a table (CSV). Load or Transform data as needed.
5. Publish / schedule refresh in the Power BI service using the same URL (task runs/last keeps it current after each scrape).

401: token missing/wrong, or you did not pick Anonymous.

Tableau

1. Install Tableau’s REST API connector from Tableau Exchange (Desktop 2023.3+).
2. Connect → To a Server → REST API.
3. Paste the CSV URL (including token=). Set response format to CSV.
4. If the connector asks for auth and the token is already in the URL, leave credentials empty / anonymous; otherwise paste the same token as a Bearer access token.
5. Create an extract. Refresh the extract after scheduled Task runs (or point at runs/last so each refresh loads the latest success).

Plain Text file connect still works if you download CSV from the Dataset tab once — use REST when you want repeatable refresh.

Looker Studio

Looker Studio has no strong built-in “private CSV API” connector. Use Google Sheets as the bridge:

1. Create a Google Sheet. In A1 enter:

=IMPORTDATA("https://api.apify.com/v2/actor-tasks/TASK_ID/runs/last/dataset/items?format=csv&clean=true&status=SUCCEEDED&token=YOUR_TOKEN")

2. Wait until columns fill (Sheets refreshes IMPORTDATA periodically).
3. In Looker Studio → Create → Report → Google Sheets → select that spreadsheet / tab.
4. Build the report. After each Actor/Task run, refresh the Sheet (or wait for IMPORTDATA) then refresh the Looker data source.

One-off alternative: Dataset tab → download CSV → Looker Studio File upload.

Qlik

REST connector (refreshable):

1. In Qlik Cloud / Qlik Sense → Add data → REST (or create a REST connection in the Data load editor).
2. URL = the CSV URL including token=. Method GET.
3. Set the expected response type to CSV (or use format=json and JSON mode).
4. Test connection, pick the table, Add / Load.
5. Reload the app after scheduled scrapes; with runs/last, each reload pulls the latest successful dataset.

Files: Dataset tab → download CSV → Add data → upload the file (fine for a single snapshot).

SEO keywords

geo audit, ai agent readiness, llms.txt checker, generative engine optimization, website ai audit, schema markup audit, mcp discovery audit, apify geo audit