Will AI cite insightrecoverynetwork.com?

Five distinct third-party domains name Insight Recovery Network (Trustpilot reviews, LinkedIn profiles mentioning Craig Bilton's work, Instagram and Facebook social posts), establishing basic off-page entity recognition but lacking editorial press, comparison sites, or forum discussions.

Fix: Pursue editorial coverage in UK addiction-recovery publications, contribute expert commentary to health journalism, and seek inclusion in independent rehab-comparison or mental-health resource directories to broaden third-party mentions.

No Google Knowledge Panel found and no Wikipedia page; the brand owns its exact-match branded search, but entity clarity relies solely on schema markup and social profiles rather than a recognized knowledge-graph entry.

Fix: Build consistent citations across authoritative health directories, pursue press mentions that use the full brand name, and consider contributing to or being cited in Wikipedia articles on UK addiction services to establish knowledge-graph presence.

No Wikipedia page exists for Insight Recovery Network, and the brand does not appear in reference corpora that AI engines prioritize (Wikipedia accounts for roughly 48% of ChatGPT's cited sources).

Fix: Aim for third-party coverage in sources that feed reference corpora—national health charities, peer-reviewed case studies, or UK government addiction-service directories—and ensure the brand is cited in any relevant Wikipedia articles on addiction treatment in Cornwall or the UK.

The page restates standard addiction-placement services (free guidance, international options, personal approach) without original statistics, proprietary research, treatment-outcome data, or unique case insights not found elsewhere.

Fix: Publish original data: anonymized success rates, cost-comparison tables for UK versus international rehab, or survey findings on family-intervention outcomes; include direct quotes from Craig Bilton's clinical experience that engines can extract as unique expert perspective.

The page uses clear headings and a numbered three-step process (Understand, Compare, Coordinate), but most content is promotional prose rather than answer-first paragraphs, lists of treatment options, or tables comparing providers and costs.

Fix: Rewrite key sections with answer-first paragraphs (e.g., 'What does free placement guidance include?'), add bulleted lists of treatment types and locations, and insert a comparison table of UK versus international rehab costs and timelines.

The footer displays a 2026 copyright year, signaling recent maintenance, but no article publication dates, last-updated timestamps, or dated case examples appear on the page.

Fix: Add visible 'Last updated' dates to service descriptions and publish timestamped blog posts or case studies to demonstrate ongoing content refresh.

No AI crawlers are blocked in robots.txt, the page is server-rendered with 1017 words visible to bots, and the site is indexed and accessible to GPTBot, ClaudeBot, and PerplexityBot.

Comprehensive JSON-LD includes Professional Service, Person schema for Craig Bilton (named author with job title and description), contact details, and areas served; however, schema alone has near-zero causal effect on AI citation.

Fix: Maintain current schema for entity clarity, but prioritize off-page brand mentions and on-page original data over further schema expansion.