consilio.com — AI Site Grade

Analysis

Consilio: AI-Visibility Audit

The cold LLM knowledge about Consilio is stale by roughly two years — the model recalls a 2023 third-party data breach incident and describes Consilio as a "Relativity-based review platform" company, while the actual site has completely repositioned around a proprietary AI platform called Aurora Legal AI Suite, with zero mention of any breach and no Relativity dependency in its primary messaging.

Crawler Access

All major AI crawlers — GPTBot, ClaudeBot, PerplexityBot, Google-Extended, OAI-SearchBot, ChatGPT-User, anthropic-ai, Applebot-Extended — receive a full 200 response with identical byte payload (255,671 bytes) as a browser. Only Bytespider (ByteDance/TikTok) gets a 403 from Cloudflare. The robots.txt contains zero AI-bot directives — just a single sitemap reference. No llms.txt exists (returns 404). The site is built on Webflow (cdn.prod.website-files.com) behind Cloudflare with HSTS and frame-ancestors CSP. The sitemap is massive (7,674 URLs), inflated by 8-language locale variants of every page. The Aurora product page (/technology/aurora-legal-ai-suite) carries a noindex meta tag, meaning the site's flagship AI platform is deliberately excluded from search engine indexes.

Cold-Knowledge Gap

The model's prior knowledge describes Consilio as a "Relativity-based review platform" formed through mergers of legacy firms (Advanced Discovery, Hudson Legal) and mentions a "2023 data breach involving a third-party vendor." The actual site makes zero mention of any data breach, never references the merger history, and has moved aggressively beyond Relativity. The homepage hero is "Defensible Review at AI Speed" featuring Aurora Verity Review, a proprietary AI review tool. The Aurora ecosystem includes 12+ named AI products (AI PrivDetect, AI PrivGen, AI Summarize, AI Investigate, etc.) and a recently announced Claude for the Legal Industry Connector integration with Anthropic. The cold model knows nothing about Aurora, the Claude partnership, or the 2026 Global Survey Report on legal technology strategy.

Schema Posture

Every page carries the same two JSON-LD blocks — a LegalService and an Organization — both pointing to the same @id (https://consilio.com/#legalservice and #organization). The schema is static and generic: it lists knowsAbout as ["eDiscovery", "Document Review", "Litigation & Arbitration", "Global Investigations", "AI-Assisted Review"] but contains no product schema for Aurora, no SoftwareApplication types for any of the 12+ AI tools, no FAQ schema on pages that answer common questions, and no BreadcrumbList or WebPage type differentiation across 7,674 URLs. The same schema block is copy-pasted verbatim onto the 404 page.

External Signals

External search results for Consilio's AI products return near-zero organic coverage. Searches for "Consilio Aurora legal AI," "Consilio Claude connector," and "Consilio eDiscovery review" produced no results from DuckDuckGo. The site's press releases (e.g., the Claude partnership, the Toronto office expansion, the Ironclad partnership) are only discoverable through the site's own /insights page. No Reddit threads, Gartner reviews, or third-party analyst coverage surfaced in search. The Wayback snapshot from April 2026 confirms the site is actively maintained, but the content refresh cycle is not producing off-domain citation signals that AI engines can triangulate from.

Findings

1. Aurora Legal AI Suite page has noindex meta tag High

   The flagship Aurora product page at /technology/aurora-legal-ai-suite carries a noindex meta tag, preventing search engines and AI crawlers from indexing the site's core AI offering.

   What to change: Remove the noindex meta tag from the Aurora Legal AI Suite page to allow indexing and AI crawler visibility.

2. Cold LLM knowledge is two years out of date High

   LLM prior knowledge describes Consilio as a Relativity-based review platform with a 2023 data breach, but the site has completely repositioned around the Aurora AI platform with no mention of the breach or Relativity dependency.

   What to change: Publish structured data and authoritative content (e.g., press releases, case studies) about Aurora and the Claude partnership to update LLM knowledge.

3. No product schema for Aurora AI tools High

   Every page uses the same generic LegalService and Organization schema, with no SoftwareApplication or Product schema for any of the 12+ Aurora AI products, limiting structured data richness for AI crawlers.

   What to change: Add SoftwareApplication schema for each Aurora product, including name, description, applicationCategory, and offers.

4. Same generic schema block used on all pages including 404 Medium

   The identical LegalService and Organization schema block is copy-pasted across all pages, including the 404 page, with no page-type differentiation (e.g., WebPage, BreadcrumbList, FAQ).

   What to change: Implement distinct schema types per page (e.g., WebPage, BreadcrumbList, FAQPage) and avoid serving schema on error pages.

5. No llms.txt file for AI crawler guidance Medium

   The site returns a 404 for /llms.txt, missing an opportunity to provide AI crawlers with a curated list of important pages and context.

   What to change: Create an llms.txt file listing key pages (Aurora, Claude connector, insights) and a brief site description.

6. Near-zero external search coverage for AI products Medium

   Searches for 'Consilio Aurora legal AI', 'Consilio Claude connector', and 'Consilio eDiscovery review' returned no results on DuckDuckGo, indicating minimal off-domain citations that AI engines can use.

   What to change: Proactively seek third-party coverage, case studies, and analyst mentions to build external citation signals.

7. No FAQ schema on pages with common questions Medium

   Pages that answer common questions (e.g., about Aurora, eDiscovery services) lack FAQPage schema, reducing eligibility for rich results and AI-friendly structured answers.

   What to change: Add FAQPage schema to pages that contain question-and-answer content.

8. No BreadcrumbList schema on any page Low

   Despite a clear site hierarchy, no page includes BreadcrumbList schema, which helps crawlers understand site structure and can generate rich snippets.

   What to change: Add BreadcrumbList schema to all pages reflecting the actual navigation path.

9. Robots.txt has no AI-bot directives Low

   The robots.txt file contains zero rules for AI crawlers, leaving them unrestricted but also unguided, and missing an opportunity to signal important pages.

   What to change: Add explicit Allow directives for key AI crawlers to important pages like the Aurora suite.

10. Sitemap inflated by 8-language locale variants Low

    The sitemap contains 7,674 URLs, largely due to 8-language locale variants of every page, which may dilute crawl budget and signal quality.

    What to change: Consider using hreflang annotations instead of duplicating every page in the sitemap for each locale.

11. Verity Review subpage returns 404 Medium

    The URL /technology/aurora-legal-ai-suite/verity-review returns a 404, indicating a broken link or missing product page that could confuse crawlers and users.

    What to change: Either restore the Verity Review page or redirect the URL to the main Aurora page.

12. No Reddit or Gartner review coverage found Low

    Searches for Consilio on Reddit and Gartner returned no results, indicating a lack of community and analyst discussion that AI models often use as signals.

    What to change: Encourage customers to leave reviews on Gartner Peer Insights and engage in legal tech communities.

What's working

• All major AI crawlers receive full access — GPTBot, ClaudeBot, PerplexityBot, Google-Extended, and others get a 200 response with full content, ensuring the site is crawlable by leading AI engines.
• Cloudflare provides robust security and performance — The site uses Cloudflare with HSTS and CSP headers, protecting against common attacks and ensuring fast content delivery.
• Sitemap contains 7,674 URLs covering all content — The sitemap is comprehensive, including all pages and locale variants, ensuring crawlers can discover the full site structure.
• LegalService and Organization schema present on all pages — Every page includes JSON-LD schema for LegalService and Organization, providing basic entity recognition for search engines.
• Site actively maintained with recent content — Wayback snapshot from April 2026 and recent press releases (Claude partnership, Toronto office) show the site is regularly updated.
• Dedicated insights page for press releases and articles — The /insights page aggregates news, press releases, and blog posts, providing a central hub for content that can be crawled.
• Clear and consistent naming for AI products — The Aurora suite and its components (Verity Review, AI PrivDetect, etc.) are consistently named across the site, aiding entity recognition.
• Claude for the Legal Industry Connector announced — The site announces a partnership with Anthropic to integrate Claude, a strong signal for AI relevance and innovation.