geo_audit
shallowcom.contrastcyber/api · Verify this server
Deterministic GEO / AI-visibility readiness audit of a domain's homepage with a 0-100 score + a `missing_signals` fix list. Answers "can AI assistants (ChatGPT, Claude, Perplexity, Google AI) discover, crawl, and recommend this site?" using STRUCTURAL signals ONLY — no LLM is queried, fully deterministic. 7 weighted rules: llms.txt present (15), AI-crawler robots.txt access — 9 crawlers incl. GPTBot/ClaudeBot/PerplexityBot/Google-Extended/CCBot (25 — the dominant signal; blocking = invisible to that AI surface), schema.org @type coverage Organization/Product/FAQPage (20), server-side rendering vs client-only SPA (15 — a JS-only SPA serves AI crawlers empty HTML), discovery signals og/canonical/sitemap (10), semantic headings single-H1 + H2 structure (10), competitor-comparison content (5). Use to triage why a brand is absent from AI recommendations, as a pre-flight before GEO/AEO content work, or to score a prospect's AI-readiness. Strictly homepage-only — we do NOT crawl. Ethical floor: target's robots.txt is honoured — `Disallow: /` for ContrastAPI returns 403 `error.code = robots_txt_disallow` and we DO NOT fetch. `Cache-Control: no-store`/`private` skips our cache write (`cache_respected=false`). Per-target eTLD+1 throttle (60 req/min). Free: 30/hr, Pro: 500/hr. Returns {domain, fetched_url, status_code, llms_txt_present, ai_crawlers_total, ai_crawlers_allowed, ai_crawlers_blocked, schema_types, client_side_rendered, render_framework, has_canonical, og_tag_count, sitemap_count, h1_count, h2_count, comparison_content, score, missing_signals, cache_respected, summary}. Returns 502 on DNS/TCP/TLS failure; 403 `robots_txt_disallow` when the target opted out.
1 trials · measured 8 days ago
geo_audit scores 100.0/100 on Vouch's measured behaviour index, from 1 real invocation trials against com.contrastcyber/api, measured 25 Aug 2026 under methodology v0.2.0. Every measured component scored 100.
Component breakdown
| Component | Weight | Value |
|---|---|---|
| Reliability | 35% | not applicable |
| Schema integrity | 25% | 100.0 |
| Failure behaviour | 15% | not applicable |
| Latency | 15% | not applicable |
| Concurrency | 10% | not applicable |
Tool details
- Transport
- remote
- Credential class
- self-provisionable
- Category
- Developer infrastructure
- Input schema
- not declared
- Output schema
- not declared
- Side-effect classification
- unclassified
Score history
| Day | Score | Tier | Methodology |
|---|---|---|---|
| 2026-08-25 | 100.0 | shallow | v0.2.0 |
Probe evidence
| Probe | Outcomes |
|---|---|
| schema_integrity | pass: 1 |
Raw request/response logs are not archived yet — the outcome counts above are drawn directly from every recorded trial.
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