Company research
Company-by-company analysis, with the research and limitations in view.
230 reviews
Muck Rack is a good — not perfect — fit for AI Citation Services for Building Third-Party Authority. Three of the seven platforms that evaluated it named Muck Rack during the ranking stage (deepseek, grok, openai), and it finished first overall with an average listed rank of 4.0 and a best rank of 1.
7 usable AI responses
OtterlyAI fits the diagnostic half of AI citation strategy: Domain Sources, citation trends, and competitor benchmarking show which third-party domains AI engines cite instead of you. It does not provide managed outreach or guaranteed citation acquisition, so in-house or agency capacity is required.
6 usable AI responses
Scrunch is a good fit for diagnosing why strong SEO is not producing AI citations. It tracks source-level citations, competitor visibility, and AI bot traffic, but public materials do not establish that it acquires third-party citations, and reviewers report weak prescriptive guidance.
6 usable AI responses
CiteWorks Studio is a reasonable-to-good fit for companies with strong SEO but weak AI visibility. Two of six platforms named it during ranking, and it was the only agency in seven of nine AI discovery responses in one 2026 study. Pricing is unpublished and independent outcome validation was not found.
6 usable AI responses
Semrush is a good fit for diagnosing why strong SEO domains stay invisible in AI answers. It maps AI mentions, citations, and competitor source gaps, but does not run publisher outreach or guarantee third-party citations.
6 usable AI responses
Profound is a strong fit for companies with strong traditional SEO but weak AI visibility, according to four of the six platforms that evaluated it for this use case (anthropic, grok, kimi, openai), while deepseek rated it "good" and perplexity rated it "mixed." Three of the six platforms named Profound during the…
6 usable AI responses
Single Grain is a good but not conclusively proven fit for ecommerce brands seeking AI citation visibility within a broader SEO, content, authority, and paid-media program. Two of seven platforms named it, at an average listed rank of 8.
7 usable AI responses
AEO Engine is a good but diligence-dependent fit for ecommerce brands that want an outsourced, always-on SEO-plus-AI-citation execution system. Two of seven platforms named it during ranking, with an average listed rank of 5.5.
7 usable AI responses
Go Fish Digital is a good fit for established and enterprise ecommerce brands that want an integrated GEO, technical SEO, and digital PR program aimed at AI citation building. Two of seven platforms named it during the ranking stage, giving it a 28.6% share of included platform responses, an average listed rank of…
7 usable AI responses
Tenet was named by two of seven AI platforms for ecommerce AI citation building, with an average listed rank of 3.0. Its service scope is broad, but nearly all evidence is company-owned, pricing is inconsistent, and no verified ecommerce citation outcome was found.
7 usable AI responses
Charle Agency is a good but not fully de-risked fit for ecommerce AI citation building, provided the brand sells on Shopify or Shopify Plus. Three of seven platforms named it, at an average listed rank of 4.33. Public proof is mostly company-owned, and publisher and review-site citation acquisition is not documented.
7 usable AI responses
Profound Strategy is a mixed-to-uncertain fit for enterprise AI citation building. Two of six AI platforms named it, and no reviewed public source verifies citation measurement, governance, or executive reporting. Pricing is not disclosed.
6 usable AI responses
