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Will AI cite roofusa.us?
AI Visibility Score, last checked 21 Sept 2026.
Regional roofing contractor with modest third-party presence but no entity clarity, Wikipedia, or original data to drive AI citation.
Low likelihood of citation by any generative engine. While Roofusa appears on 9 third-party domains (business directories, social profiles), it lacks the entity clarity (no Knowledge Panel), reference-corpus presence (no Wikipedia), and original information that AI models prioritize when selecting sources to cite.
Entity authority
How much AI already trusts you across the web, the biggest driver of citations, and the hardest to DIY.
Roofusa is named on 9 distinct third-party domains including LinkedIn, Yellow Pages, Facebook, and business directories, indicating modest regional presence but not broad editorial coverage.
Fix: Pursue editorial press coverage in regional business publications, roofing industry trade media, and customer case studies on independent review platforms to build share of voice beyond directory listings.
Get tier-1 press placements · from $250 →No Google Knowledge Panel exists and the brand identity is unclear (inconsistent capitalization across mentions, minimal structured entity signals).
Fix: Establish consistent brand identity across all platforms, claim and optimize Google Business Profile, and build structured citations to help search engines recognize Roofusa as a distinct entity.
Get a Google Knowledge Panel · from $650 →No Wikipedia page exists and the brand does not appear in reference corpora that AI models heavily rely on for factual grounding.
Fix: Wikipedia is earned through notability; focus first on generating significant press coverage in reliable sources, then consider whether the brand meets Wikipedia's notability guidelines for companies.
Get a Wikipedia page · $4,000, money-back →On-page extractability
How easily AI can read, understand, and quote this specific page.
The page contains only generic marketing claims about being part of a large contractor group and offering thermal imaging, with no original data, statistics, case study results, or unique insights.
Fix: Publish original data such as thermal imaging case study results with cost savings percentages, roof lifespan statistics from your projects, or annual inspection findings that provide information not available elsewhere.
Publish a cite-worthy article on MarketSpy · $9.99 intro →The page is a JavaScript shell with minimal structure, no clear headings hierarchy, no lists or tables, and no answer-first formatting that AI models can easily extract.
Fix: Restructure with clear question-based headings, answer-first paragraphs, and use lists or tables to present service offerings, coverage areas, and thermal imaging benefits in an extractable format.
Publish a cite-worthy article on MarketSpy · $9.99 intro →The page mentions starting thermal imaging services in 2026, indicating some recent update, but no clear publication or last-modified dates are visible.
Fix: Add visible last-updated dates to content sections and regularly refresh with current project examples, seasonal roofing insights, or industry updates to signal ongoing freshness.
No AI crawler blocks detected in robots.txt, the page is indexed and technically accessible to generative engines, though the JavaScript rendering may delay or complicate crawling.
No JSON-LD structured data present, no named authors or credentials visible, and no expertise signals beyond generic claims about being part of a large contractor group.
Fix: Add Organization schema with founding date and service areas, include named staff with credentials on an about page, and display relevant roofing certifications or industry memberships.
Publish a cite-worthy article on MarketSpy · $9.99 intro →What to fix, ranked by impact
Highest-leverage first. Purple/green = Essentras can do it for you; grey = a do-it-yourself win.
Being named on independent, trusted publications is the strongest correlate of AI citation. It beats backlinks and domain authority. This is the #1 lever.
Three tier-1 outlets AI engines already read and cite. The fastest way to build the third-party mentions AI weighs most.
A Knowledge Panel is how Google and AI Overviews confirm you are a real entity worth citing.
Wikipedia is ~48% of ChatGPT’s cited sources. With no page, AI has no canonical reference to cite about you.
A professional, AI-indexed article about you on a real outlet. The fastest, cheapest way to give assistants something concrete to quote.
Information gain is the top causal on-page lever (+22-41% in controlled tests). Add a stat, benchmark, or quote no other page has. Restating consensus barely helps.
Lead each section with a 1-3 sentence direct answer, then a list or real table. One heading = one question. AI can only cite what it can cleanly extract.
AI-cited content is ~26% fresher on average; Perplexity leans hardest on recency. Refresh commercial pages every 60-90 days with a genuine last-updated date.
Don’t waste time on
- ✕Obsessing over schema / JSON-LD. Controlled before/after tests show it has no causal lift on AI citations. Keep it for normal Google rich results, but do not over-invest expecting AI to cite you because of it.
- ✕Adding an llms.txt file. AI crawlers do not read it (Google confirmed; ~0.1% of AI-bot requests hit it). It is speculative, not a ranking factor.
- ✕Chasing word count. Correlation between length and AI citation is ~0.04 (basically none). Originality and structure beat length every time.
How to fix this fast
AI barely sees you. The fastest fix is a citation on a source it already trusts.
We write and publish a professional article about you on a real, AI-cited outlet, indexed by Google and citeable by ChatGPT, Claude and Perplexity. Get your first placement for $9.99.
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