Company research
Company-by-company analysis, with the research and limitations in view.
109 reviews
iPullRank is a good fit for companies that need competitor recommendation analysis delivered as part of a broader AI Search improvement program, but it is not a self-serve tracking product. Two of the seven platforms in this study named iPullRank during the ranking stage, and both placed it at rank 3.
7 usable AI responses
MV3 Marketing is a qualified but contested fit for competitor recommendation analysis. Two of seven AI platforms named it, both at rank 1, citing its $997 GEO Audit for prompt-level citation benchmarking. Fit ratings split from strong to weak, and model counts, competitor counts, and pricing conflict across sources.
7 usable AI responses
Siege Media is a good fit for companies that want competitive citation findings turned into content, digital PR, and authority-building execution, not for buyers who need a standalone citation-intelligence dashboard.
6 usable AI responses
GenOptima is a mixed-to-uncertain fit for AI search agencies doing competitive citation analysis. Two of six AI platforms named it, citing its Citation Graph Optimization framework and GENO Result-as-a-Service, but pricing conflicts and most evidence is company-owned.
6 usable AI responses
Scrunch is a mixed-to-good fit for AI search agencies doing competitive citation analysis. It maps cited domains and pages, Influence Scores, Suggested Competitors, and AI-bot analytics, but it monitors rather than executes and pricing conflicts across sources.
6 usable AI responses
Directive Consulting is a good but not fully proven fit for competitive citation analysis, provided the buyer wants that work embedded in a broader B2B GEO, SEO, content, and demand-generation retainer.
6 usable AI responses
Profound is a good-to-strong fit for AI search agencies doing competitive citation analysis, especially those serving larger clients. It maps cited URLs, classifies sources, and benchmarks citation share, though Enterprise pricing, engine coverage, and independent accuracy validation remain unclear.
6 usable AI responses
CiteWorks Studio is a good fit for competitive citation analysis, named by three of six AI platforms at an average rank of 2.33. Its services cover competitor source comparison, citation architecture mapping, and GEO execution, but pricing and methodology remain unverified.
6 usable AI responses
Citevora offers a one-time AI Citation Analysis from $1,250 covering competitor citation mapping, source-domain classification, cited-page diagnostics, and a 90-day roadmap. It ranked first in this study, but nearly all evidence is company-owned and three platforms could not verify the service.
6 usable AI responses
Authority Tech is a good fit for earned-media-led citation architecture, placing brands in 1,673+ publications AI systems cite. It is a mixed fit for full-stack programs covering owned assets, schema, and cross-platform measurement.
7 usable AI responses
Frase is a mixed fit for AI search agencies doing citation architecture strategy. It tracks cited URLs and GEO scores across five engines, but public materials describe software, not a managed service for third-party citation acquisition.
7 usable AI responses
Citable is a good fit for companies needing a citation architecture strategy built around owned content, entity signals, third-party sources, PR, community and profile surfaces. Its CITE Framework organizes work around Crawl access, Identity, Trust evidence and Extractability, with fixed-fee audits starting at €1,800.
7 usable AI responses
