Connect the AEO Toolkit to your AI client

Connection URL

Authentication: none. Tools that call third-party AI (Perplexity, your LLM) take a request-scoped key you supply — it is never stored or logged.

Tools (5)

• analyze_website_aeo

  Crawl a URL, parse its HTML and structured data, and score it for answer-engine optimization with prioritized fixes.

• check_ai_visibility

  Query Perplexity Sonar with a prompt and check whether the URL is cited as a source, and at what rank (BYOK).

• discover_ranking_prompts

  Generate realistic user prompts a site should aim to be cited for on a topic, optionally live-testing a few (BYOK).

• get_visibility_report

  Combine an AEO audit with per-prompt visibility checks into one report with an overall citation rate (BYOK).

• compare_competitor_visibility

  Run one Perplexity Sonar query and rank several competitor URLs by whether and where each is cited (BYOK).

What you can ask

• “Analyze https://example.com for AEO and list its top fixes.
• “Is example.com cited when someone asks "best CRM for startups"?
• “Compare example.com against two competitors for "project management tools".

Connection URL

Authentication: none. Tools that call third-party AI (Perplexity, your LLM) take a request-scoped key you supply — it is never stored or logged.

Tools (7)

• find_prospects

  Find guest-post, resource-page, and roundup link prospects for a topic via classic outreach footprints, merged by host.

• find_mentions

  Find linked and unlinked mentions of a brand across the web, flagging unlinked ones as backlink opportunities.

• extract_contact_info

  Fetch a page and extract contact emails (including de-obfuscated and mailto) plus social media handles.

• check_page_history

  Return a Wayback Machine timeline for a URL: snapshot count, first/last archived dates, and direct archive links.

• generate_outreach_email

  Draft a short, personalized cold outreach email (subject + body) from a contact and context, using your own LLM key (BYOK).

• verify_page_links

  Fetch a page and confirm whether it links to a target domain, reporting anchor text, rel attributes, and dofollow status.

• find_competitor_link_sources

  Approximate the pages linking to a competitor using free DuckDuckGo signals — a directional prospecting starting point.

What you can ask

• “Find guest-post and resource-page prospects for "headless CMS".
• “Find unlinked mentions of my brand "Acme" on acme.com so I can chase backlinks.
• “Draft a short outreach email to the editor of example.com about a guest post.

Connection URL

Authentication: sign in with Google when your client prompts. Your tokens are scoped to your account and never shared.

Already connected at https://aeo.advancelabs.dev/api/mcp/ga-gsc/mcp? That URL still works — no need to reconnect.

Tools (19)

• list_ga4_properties

  List the Google Analytics 4 properties the connected account can access (propertyId + displayName).

• list_gsc_sites

  List the Google Search Console properties the connected account can access (siteUrl + permission level).

• ga4_run_report

  Run a GA4 report for a property over date ranges with chosen dimensions and metrics, returning named rows.

• gsc_search_analytics

  Query Search Console Search Analytics over a date range, optionally broken down by query, page, country, device, or date.

• gsc_top_queries

  Return the top search queries for a site over the last N days, ranked by clicks (with impressions, CTR, position).

• gsc_ctr_gaps

  Surface high-impression, low-CTR queries over the last N days — prime targets for title and meta rewrites.

• compare_periods

  Compare aggregate Search Console performance between two date ranges, returning per-metric absolute and relative deltas.

• gsc_traffic_drop

  Explain why traffic changed between two periods — attributes the click change to individual pages or queries and ranks them by how much of the move each accounts for, reporting gains and losses separately.

• gsc_cannibalization

  Find queries two or more of the site's own pages compete for, and name the best-ranking page as the consolidation target.

• gsc_decay

  Catch pages bleeding clicks before they fall off page one, flagging whether each also lost rank — which separates a competitor problem from seasonality.

• list_bing_sites

  List the Bing Webmaster Tools sites the connected API key can access.

• bing_traffic_stats

  Bing's daily clicks and impressions series for a site, with totals across the series.

• bing_top_queries

  The top search queries for a site on Bing, ranked by clicks.

• bing_top_pages

  The top pages for a site on Bing, ranked by clicks.

• bing_query_pages

  The query-to-page pairing on Bing: which pages served a query, or which queries a page served.

• bing_index_health

  Bing's crawl stats, crawl issues, and URL submission quota for a site — is Bing crawling and indexing it.

• bing_keyword_research

  Keyword impression and broad-match volume around a seed term, from Bing Webmaster. Google Search Console exposes no equivalent data at all — this tool is Bing-only.

• compare_engines

  Query rows from Search Console and Bing Webmaster for the same site, merged by query with an explicit coverage block. Only the Google side honours the requested date range — Bing has no date-range parameter, so its rows are its own unwindowed aggregate.

• engine_divergence

  Split a date range in half and classify each query by how it moved on each engine: held on Bing but dropped on Google (a Google ranking problem), dropped on both (a content problem), Bing-specific, or insufficient data. Both engines honour the range here — Google is queried per half, and Bing's undated rows are bucketed locally by each row's own date. An engine that could not answer yields insufficient_data, never a zero.

What you can ask

• “List my Search Console sites and show the top queries for example.com over the last 28 days.
• “Find high-impression, low-CTR queries on example.com that need better titles.
• “Compare Search Console clicks and impressions for the last 28 days vs the prior 28.
• “Compare Google and Bing query performance for example.com over the last 28 days — where do they disagree?