CitableHub is a free, AI-readable software directory that structures your project into clean, schema-rich profile data so AI assistants like ChatGPT, Perplexity, Claude and Gemini can discover, verify and cite it. Each listing comes with a Citability score, a promotion checklist and analytics.
Writesonic is an AI search visibility platform that tracks how brands appear across ChatGPT, Gemini, Perplexity, and Google AI Overviews, then uses AI agents to close the content and citation gaps. It pairs GEO/AEO monitoring with an AI article writer and site audits.
CitableHub is a free, AI-readable software directory that structures your project into clean, schema-rich profile data so AI assistants like ChatGPT, Perplexity, Claude and Gemini can discover, verify and cite it. Each listing comes with a Citability score, a promotion checklist and analytics.
AI-citable structured profiles
Each project is published as structured JSON-LD and Schema.org data so AI assistants can read, verify and recommend it, plus support for enhancing existing metadata like llms.txt.
Free tier with room to grow
The free plan covers up to 2 projects with the Discovery AI engine, your AI-citable profile, a promotion checklist and full analytics; Citation Radar extends you to 6.
Promotion checklist and Launch Kit
A personalised checklist of directories and platforms to submit to, with copy, links and UTM tracking prepared so you can paste and go.
Citability Score
A proprietary score built across five dimensions that rates how likely AI systems are to discover, verify and cite your project, shown publicly on your listing.
優勢與優點
+Free to start and no credit card required, with a usable two-project allowance
+Structured JSON-LD and Schema.org profiles built specifically for AI citation rather than human browsing
Setup is fast and largely automated, with AI filling in the difficult metadata
+Comparable-looking data and a public Citability Score give a measurable signal over time
+The promotion checklist converts into submission-ready copy, links and UTM tags
+A referral program pays creators a flat 20%
限制
–Listings are capped at two projects on the free plan unless you unlock Citation Radar
–Real AI-citation results depend on third-party engines you do not control
–The Citability/GQI scoring is proprietary, so improvements are not fully predictable
–High-value placement such as the Billboard requires a paid GQI Boost
–Directory visibility alone will not fix weak product positioning or content
Writesonic
Writesonic is an AI search visibility platform that tracks how brands appear across ChatGPT, Gemini, Perplexity, and Google AI Overviews, then uses AI agents to close the content and citation gaps. It pairs GEO/AEO monitoring with an AI article writer and site audits.
AI visibility tracking
Monitor brand mentions, competitive rank, citations, and sentiment across ChatGPT, Gemini, Perplexity, Google AI Overviews, and other AI platforms using daily prompt runs.
Action Center prioritization
A ranked list of visibility and citation opportunities—missing prompts, content gaps, and technical issues—so teams know which few fixes to make each week.
AI agents for content and pages
Agents rewrite pages for GEO, add FAQ blocks, comparison tables, and self-contained passages that AI engines tend to cite.
AI article writer and site audits
Generate dozens of SEO/GEO articles per month and run automated site audits covering crawlability, schema, and indexing.
優勢與優點
+Combines GEO/AEO monitoring with the content and outreach work needed to actually improve results
+Covers multiple AI platforms including ChatGPT, Gemini, Perplexity, and Google AI Overviews
+Includes an AI article writer and site audits, so SEO and GEO can live in one tool
+Self-serve entry pricing is transparent, with a no-credit-card free trial
+Built for both brands and agencies, with enterprise controls like SSO, SOC 2, and GDPR support
限制
–Only three AI platforms are tracked on lower self-serve tiers; all eight require Enterprise
–Some headline features such as the full Action Center and Sentiment Analysis are gated to higher or Enterprise plans
–Prompt, answer, article, and user counts are capped per tier and add cost as you scale
–Teams mainly after a simple writing tool may find the GEO-first positioning heavier than needed
Semantic Scholar is a free, non-commercial academic search engine built by the Allen Institute for AI (Ai2). It indexes more than 240 million papers from every field of science and uses machine learning to extract meaning from abstracts, citations, figures and tables, so researchers find relevant work faster than with keyword-only search.
Semantic Scholar is a free, non-commercial academic search engine built by the Allen Institute for AI (Ai2). It indexes more than 240 million papers from every field of science and uses machine learning to extract meaning from abstracts, citations, figures and tables, so researchers find relevant work faster than with keyword-only search.
Whitespark provides local SEO software and expert services — rank tracking, Google Business Profile management, citation finding and review generation — to help local businesses win more visibility in Google.
Whitespark provides local SEO software and expert services — rank tracking, Google Business Profile management, citation finding and review generation — to help local businesses win more visibility in Google.
