Company research
Company-by-company analysis, with the research and limitations in view.
254 reviews
Similarweb AI Citation Analysis is a good fit for AI citation intelligence in market research, with caveats. It reports domain- and URL-level citations tied to tracked prompts, with self-service pricing from $99/month billed annually, but coverage and methodology are not fully documented publicly.
7 usable AI responses
DemandSphere Citation Analytics is a good fit for market-research teams needing URL- and domain-level AI citation tracking, competitor citation-gap analysis, and historical monitoring. Two of seven AI platforms named it, at an average listed rank of 3.0.
7 usable AI responses
Peec AI is a good fit for AI citation intelligence in market research, with caveats. Four of seven platforms named it during ranking discovery, and it finished fifth overall.
7 usable AI responses
Ahrefs Brand Radar is a good fit for AI citation intelligence when you already use Ahrefs for SEO or need search-demand-based benchmarking of AI mentions, cited domains, and competitor share of voice. Its index is sampled, not real-time, and costs can reach $328-$828+ per month.
7 usable AI responses
Semrush is a good fit for market-research teams that want AI citation intelligence inside an existing SEO and content workflow. Five of seven platforms named it during ranking discovery, and it finished third overall with an average listed rank of 4.2 and a best rank of 1.
7 usable AI responses
OtterlyAI is a good fit for recurring, prompt-based tracking of AI mentions, rankings, competitors, cited domains, and cited URLs. Five of seven platforms named it, with an average listed rank of 4.2. Public evidence is mostly vendor-provided and pricing renderings conflict.
7 usable AI responses
Profound is a strong-to-good fit for AI citation intelligence in market research, ranking first with six of seven platforms naming it. Its Citations Module tracks cited domains, citation share, and trends, but Enterprise pricing is undisclosed and no audited accuracy benchmark exists.
7 usable AI responses
HubSpot AEO is a mixed fit for AI recommendation intelligence platforms. Two of seven platforms named it, citing low cost and competitor tracking, but public materials do not verify recommendation-versus-mention classification or recommendation position.
7 usable AI responses
Loamly is a good fit for buyers who need recommendation-specific diagnosis rather than generic AI visibility scores. Two of seven platforms named Loamly during the ranking stage (kimi and perplexity), giving it a 28.6% share of included platform responses, an average listed rank of 5.5, and a best listed rank of 5.
7 usable AI responses
Ahrefs is a mixed fit for AI recommendation intelligence. Brand Radar offers broad AI visibility monitoring, competitor share-of-voice benchmarking, and custom prompt tracking, but its documented core metric is brand mentions, not explicit AI recommendations.
7 usable AI responses
Scrunch AI is a good fit for enterprise buyers seeking AI recommendation intelligence, provided they accept sales-gated Enterprise pricing and validate recommendation-versus-mention methodology during procurement. Two of seven platforms named it during ranking.
7 usable AI responses
Profound (tryprofound.com) is a good fit for enterprise buyers who need AI recommendation intelligence across multiple answer engines, but it is not a verified fit for buyers who require a documented, standardized classifier that separates true recommendations from ordinary brand mentions.
7 usable AI responses
