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CiteWorks Studio

Three libraries. One AI discovery system.

Benchmark-led market intelligence, real client engagements, and company-level readouts — built to show enterprise teams exactly how AI systems recommend their category and what to fix next.

Powered by LLM Authority IndexIndependent benchmark dataEnterprise-grade analysis
01

Real CiteWorks engagements

Client Implementation Case Studies

Documented CiteWorks Studio engagements with measurable outcomes across AI recommendation share, citation footprint, source authority, search visibility, and competitive positioning — the work delivered, the problem solved, and the metrics that moved.

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02

Benchmark-led market intelligence

AI Industry Market Discovery Reports

Category-level analyses powered by LLM Authority Index. Each report summarizes how AI systems recommend a market, why it matters for buyer discovery, what's likely causing the gap, what CiteWorks Studio would prioritize fixing, and the actionable plays brands can implement to lift LLM visibility.

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03

Company-level readouts

AI Company Market Strategy Reports

Company-specific readouts built from the same LLM Authority Index benchmark data. Each report shows where a brand is visible, where it earns positive recommendations, where competitors intercept demand, and what CiteWorks would prioritize in a full engagement.

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Pillar 01 · Client engagements

Client Implementation Case Studies

What CiteWorks Studio builds, improves, and measures.

These are the documented CiteWorks Studio engagements: real execution, real measurement, and outcomes tied to client data.

Where AI Industry Market Discovery Reports show how a market is behaving, case studies show how CiteWorks Studio helps brands respond — the work delivered, the visibility problem solved, and the measurable movement across AI recommendations, citations, source quality, search performance, and competitive positioning.

  • What changed in the market?
  • What did the brand need?
  • What did CiteWorks Studio do?
  • Which metrics improved?
  • What was the commercial takeaway?
How Mattress Advisory Fixed 300+ Broken URLs and Cleaned Up 11,000+ Internal Links

How Mattress Advisory Fixed 300+ Broken URLs and Cleaned Up 11,000+ Internal Links

Find out how CiteWorks Studio helped Mattress Advisory improve homepage performance by 34.5%, fix 300+ broken pages, and clean up 11,000+ internal links.

Type
Case Study
Work
AI visibility, citation architecture, search visibility
Status
Client result
Read case study
How ZipRecruiter Increased AI Share of Voice by 72% and Doubled Influenced Search Visibility in 10 Months

How ZipRecruiter Increased AI Share of Voice by 72% and Doubled Influenced Search Visibility in 10 Months

CiteWorks Studio helped ZipRecruiter strengthen its presence across Google search and AI-generated answers by building a measurable third-party visibility.

Type
Case Study
Work
AI visibility, citation architecture, search visibility
Status
Client result
Read case study
VIEW ALL CLIENT IMPLEMENTATION CASE STUDIESSEE HOW CITEWORKS IMPROVES AI DISCOVERY

Pillar 02 · Market intelligence

AI Industry Market Discovery Reports

Benchmark intelligence, translated into the fixes that move recommendation share.

AI Industry Market Discovery Reports take the LLM Authority Index benchmark for a category and turn it into a decision document — what AI systems are recommending today, why that matters for buyer discovery, what's most likely causing the gap, and the remediation work that closes it.

Each report is built for enterprise teams who need a clear read on category dynamics and a prioritized action list they can hand to marketing, content, and SEO leadership.

What's inside every report

01

Benchmark summary

The LLM Authority Index findings for the category — recommendation share, top-three capture, rank-one positions, sentiment, and platform-by-platform variance.

02

Why it matters for buyer discovery

How those benchmark signals translate into commercial risk: where shortlists are being formed inside AI answers, and where buyer trust is being awarded or withheld.

03

Likely causes of the gap

A diagnostic read on what's suppressing recommendation credit — content coverage, citation footprint, entity clarity, third-party authority, or prompt-cluster blind spots.

04

What CiteWorks would prioritize fixing

The remediation sequence CiteWorks Studio would run first: the sources to build, the pages to rewrite, the citations to earn, and the prompt clusters to defend.

05

Actionable plays you can implement

Concrete moves enterprise teams can ship in-house to lift LLM visibility — owned content patterns, third-party placements, schema, and recommendation-stage proof points.

How AI Search Is Recommending Stairlifts: Monthly Trends

How AI Search Is Recommending Stairlifts: Monthly Trends

September 2026 stairlift benchmark data shows Bruno still leads AI recommendations, while Harmar, AmeriGlide, and Lifeway Mobility all decline.

Type
AI Industry Market Discovery Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
Read it now
How AI Search Is Recommending Transportation Services: Monthly Trends

How AI Search Is Recommending Transportation Services: Monthly Trends

September 2026 trends in transportation services recommendations show Sherpa Auto Transport holding the lead, while Nexus Auto Transport posts the only.

Type
AI Industry Market Discovery Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
Read it now
VIEW ALL AI INDUSTRY MARKET DISCOVERY REPORTSREQUEST AN AI VISIBILITY AUDIT

Benchmark data published by LLM Authority Index.

From Benchmark to Remediation

From benchmark insight to remediation priorities.

LLM Authority Index identifies how AI systems are recommending a market. CiteWorks Studio translates those findings into the commercial questions brands need to answer:

Benchmark signals

  • Which brands are visible?
  • Which brands are actually recommended?
  • Which competitors win top-three positions?
  • Which buyer-stage prompts carry the most risk?
  • Which platforms produce different recommendation patterns?

CiteWorks remediation lens

  • Which content gaps are suppressing recommendation credit?
  • Which citation sources need to be built or strengthened?
  • Which comparison and pricing prompts need better coverage?
  • Which third-party authority signals are missing?
  • Which AI visibility fixes should be prioritized first?
REQUEST AN AI VISIBILITY AUDIT

Pillar 03 · Company readouts

AI Company Market Strategy Reports

Company-level readouts from the same benchmark data.

Industry benchmarks show how a market is being recommended. AI Company Market Strategy Reports show how a specific company is positioned inside that market.

Each report applies the same recommendation-quality lens to a limited public scope — 3 of 10 high-intent prompt clusters — with broader sampling, deeper citation tracing, and full platform analysis reserved for paid engagements.

  • where the brand is visible
  • where it is positively recommended
  • where it is seen but not endorsed
  • where competitors win comparison or pricing prompts
  • which buyer-stage clusters need remediation
  • what CiteWorks would prioritize in a full engagement
Public market report · Not client work · Not a full audit
Sallie Mae AI Market Strategy Report - Student Loans

Sallie Mae AI Market Strategy Report - Student Loans

Sallie Mae fell from 43.0% recommendation coverage in July 2026 to 0.0% in September in the student loans benchmark, raising questions about tracking changes.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
Read it now
Clearly Filtered AI Market Strategy Report - Water Filter Systems

Clearly Filtered AI Market Strategy Report - Water Filter Systems

Clearly Filtered gained to 38.6% recommendation coverage in water filter systems, with strong sentiment and top-three visibility but weaker rank-one conversion.

Type
AI Company Market Strategy Report
Source
LLM Authority Index benchmark data
Status
Independent market analysis
Read it now
VIEW ALL AI COMPANY MARKET STRATEGY REPORTSREQUEST AN AI VISIBILITY AUDIT

Methodology & Trust

How to read these reports.

CiteWorks Studio separates market intelligence from client results.

Market intelligence

AI Industry Market Discovery Reports are benchmark-based examinations of how AI systems recommend, compare, and frame companies in a category. They are independent market analyses and should not be read as client engagements.

Company readouts

AI Company Market Strategy Reports are company-specific public readouts based on a limited scope of high-intent prompt clusters. They show directional recommendation patterns, not a replacement for a full AI visibility audit.

Case studies

Case Studies describe actual CiteWorks Studio work and only include outcomes supported by client data, campaign data, search data, AI visibility data, or citation evidence.

Recommendation metrics should be interpreted carefully. Mention volume is not the same as recommendation credit, and benchmark snapshots reflect a point-in-time view of the AI systems sampled.

Next Step

See how AI is recommending your category — and what to fix first.

Request an AI Visibility Audit and get a prioritized plan grounded in the same benchmark data behind every CiteWorks Studio report.

REQUEST AN AI VISIBILITY AUDITEXPLORE THE METHODOLOGY