Tu SEO y análisis — justo dentro de tu asistente de IA

List the websites in your Astrina account (domain, title, SEO score). Call this FIRST to discover which domains the other tools can query.

One-call snapshot of a site: visitors & pageviews, top traffic sources and countries, SEO score, latest audit grade, tracked-keyword visibility and backlinks.

Privacy-first web analytics for a site: visitors, pageviews, visits, and breakdowns by source, country or page — or a daily time series.

The latest full SEO audit for a site — overall score, pass/warn/fail counts and the prioritised list of issues to fix. Set refresh:true (or if none exists) to queue a fresh 141-check audit.

Keyword rankings for a site: current search position, weekly change, landing URL and clicks for each tracked keyword, plus an overall visibility score.

Backlink profile summary for your account (total / live / lost links and status breakdown).

Internal business metrics a site pushes to Astrina (users, registrations, materials, payments, moderation …) with today's value and 30-day change.

List the Astrina SEO/web utilities runnable over the API (name + what each does), so you know what to pass to astrina_run_utility.

Run one Astrina utility on a URL or value — e.g. headers, meta tags, robots.txt, SSL, redirects, DNS. Use astrina_list_utilities for the names.

Live status of the Pulsar distributed device network: devices live/enrolled, verified checks in the last 24h, consensus rate and a 0-100 health score. No arguments.

Check whether a URL or domain appears in the Pulsar threat feed (phishing / malware / scam) before trusting or clicking it. Returns listed + category + sources.

The Pulsar network's honest, measured AI benchmark: how often the AI agrees with human consensus on held-out golden tasks, human calibration accuracy, and total labels resolved. Values are null when there is not enough data. No arguments.

Where the Pulsar network is right now: the top countries by verified checks in the last 7 days. No arguments.

How much of the Pulsar fleet can run AI on-device: AI-capable devices, live devices, fleet coverage percent, and verified on-device inferences. No arguments.

Fetch a PUBLIC web page from the Pulsar network vantage — a stable egress IP that gets past many bot-walls that block AI agents. Returns final URL, HTTP status, title, description, readable text (truncated), content SHA-256 + SimHash, latency and the vantage IP. Use for grounding/RAG when your own fetch is blocked or you need a neutral vantage.

PROOF-OF-OBSERVATION: fetch a public URL and return a cryptographically SIGNED statement (Ed25519) attesting to exactly what existed at that URL right now — content hash, SimHash, title, timestamp. Anyone can verify the signature against the network public key (pulsar_pubkey) offline, forever. Use to create tamper-evident evidence, provenance, or a citation you can prove later.

Verify a proof-of-observation from pulsar_observe: checks the Ed25519 signature over the canonical statement against the network public key. Pure verification, no fetching. Returns valid true/false + the statement.

Ground a factual claim against the live web: fetch the URL from the Pulsar vantage and check whether the claim is actually supported by the page. Returns a verdict (supported / likely_supported / partial / not_found), keyword overlap, an evidence snippet, and a SIGNED observation of the page so you can prove what it said. Use before asserting a fact from a source (anti-hallucination).

Has a page changed? Fetch a URL and return its current content SHA-256 and SimHash. Pass a hash you saw before to get changed true/false and a SimHash distance — so you know whether your cached/RAG copy is stale.

Deterministic, verifiable content fingerprint (32-bit SimHash) of text or a fetched URL — the same locality-sensitive hash every Pulsar device computes, so near-duplicate content gets near-identical hashes (compare by Hamming distance). Cheap dedup/similarity for RAG. Provide "text" OR "url".

The Pulsar network Ed25519 public key (hex) used to sign proofs of observation. Use it to verify pulsar_observe signatures offline. No arguments.

Verify an AI agent actually completed a web action: fetch the URL and confirm the expected text/result is present now — with a signed observation as proof. Use after your agent posts/edits/publishes to confirm it went live.

Geo vantage: measure a URL from a specific COUNTRY on the Pulsar device network (reachability + speed as seen from there), or list the countries currently available. Call with no country to see available vantages.

How AI sees a brand/domain: ask a live LLM what it knows about a domain and whether it recommends it, and detect whether the domain is mentioned. Useful for AEO / AI-visibility monitoring. Returns the answer, mentioned true/false, and the model used.

Build a small provenance-stamped dataset from public URLs: fetch each, dedupe near-duplicates by SimHash consensus, and return a manifest with a deterministic dataset hash + a signed attestation. For RAG/training corpora whose provenance you can prove.

Embed text into a vector using the network inference layer: a real neural embedding when a model is configured, else the deterministic 32-bit SimHash. Returns the vector (or its dimensions + hash) and which backend produced it.