# Alternatives to LLMrefs > Source: https://citedindex.com/llmrefs/alternatives (re-verified) Best match first. ## Shortlist ### 1. Promptwatch AI search visibility tracking with crawler logs and content agents that publish to your CMS. **Where it improves on LLMrefs:** - [Optimises your content: yes — Content gap analysis maps existing pages against tracked AI answers and the refresh flow returns diff-style edit suggestions for pages you already have; Content Gap Analysis is ticked on the entry Essential plan.](https://promptwatch.com/features/content-agents) - [Publishes to your site: yes — Drafts can be pushed into a connected CMS as an unpublished item and then published live from inside Promptwatch, with three named CMS providers supported per project.](https://promptwatch.com/docs/academy/publishing-and-tracking) - [Done-for-you service: partial — Self-serve tiers are software only; the quote-only Custom tier adds managed content workflows plus a dedicated success manager, which is the closest the vendor comes to doing the work for you.](https://promptwatch.com/pricing) **Trade-offs against LLMrefs:** - None found. [View Promptwatch](https://citedindex.com/promptwatch) ### 2. Rankscale Credit-based AI visibility platform tracking brand mentions, citations and sentiment across 17+ AI engines. **Where it improves on LLMrefs:** - [Optimises your content: yes — A rule-based page audit scores any URL and returns prioritised fixes on crawlability, schema alignment and content, with 50 audits included on Pro and 200 above.](https://rankscale.ai/features/page-audit) - [Brand sentiment: partial — Sentiment analysis by brand, topic and model exists, but the plan table marks it absent on the $20 Essentials tier, so it starts at Pro.](https://rankscale.ai/pricing) - [Recommendations: yes — Beyond reporting, Scout recommendations and beta prioritised next steps tell you where visibility is being lost and what to change.](https://rankscale.ai/pricing) **Trade-offs against LLMrefs:** - [Generates content: no — The vendor's own feature document offers content recommendations on existing pages only; nothing in it drafts or writes new copy for you.](https://rankscale.ai/features.md) - [API: partial — A REST API exists but the comparison table crosses it out on Essentials and Pro; it arrives on Growth at $385/month, limited there to metrics and share links.](https://rankscale.ai/pricing) [View Rankscale](https://citedindex.com/rankscale) ### 3. Finseo AI visibility platform tracking brand mentions and citations across AI answer engines, with GEO content and attribution. **Where it improves on LLMrefs:** - [Publishes to your site: partial — Finished drafts push straight into four CMS platforms, but CMS & Shops integrations are struck through for Starter and start at the Business tier.](https://www.finseo.ai/ai-content-optimization) - [Done-for-you service: yes — A Managed Service line puts the vendor's own team on prompt strategy, content production and citation outreach; it is quoted, not self-serve.](https://www.finseo.ai/pricing) - [Brand sentiment: yes — Sentiment is scored 0-100 across eleven attributes per engine, with a criticism feed that quotes the phrase and names the source.](https://www.finseo.ai/ai-brand-sentiment) **Trade-offs against LLMrefs:** - [Technical AEO: partial — GEO audits produce ready-to-paste JSON-LD and check crawler reachability, but crawlability checks and bot analytics are both absent from the Starter tier.](https://www.finseo.ai/ai-agent-instructions) - [API: partial — A versioned REST API with an OpenAPI spec exists, but the brand plan table withholds API and webhooks from Starter and Business; agency tiers all include it.](https://www.finseo.ai/pricing) [View Finseo](https://citedindex.com/finseo) ### 4. Rankshift Credit-metered AI visibility, citation and crawler tracking with unlimited projects and seats. **Where it improves on LLMrefs:** - [Optimises your content: yes — It names specific existing pages and what to do with them, for example refreshing a pricing page that engines cite often but that is years old, rather than only scoring them.](https://www.rankshift.ai/ai-citation-tracking/) - [Generates content: yes — An AI content writer is listed as included on every self-serve plan, drafting new articles from the vendor's own analysis of LLM responses and citations.](https://www.rankshift.ai/prompt-tracking/) - [Brand sentiment: yes — A dedicated Brand Perception module groups positive and negative themes per AI model and lets you drill into the underlying responses, on top of a numeric sentiment score from -10 to +10.](https://rankshift.featurebase.app/en/help/articles/0667713-brand-perception) **Trade-offs against LLMrefs:** - [Grok: no — Grok is absent from every engine inventory the vendor publishes, including this enumerated FAQ answer, the calculator's complete model selector and both feature-page lists.](https://www.rankshift.ai/prompt-tracking/) - [DeepSeek: no — DeepSeek appears in none of the vendor's closed engine lists: this eight-model FAQ inventory, the nine-engine calculator selector and both feature-page inventories all omit it.](https://www.rankshift.ai/prompt-tracking/) [View Rankshift](https://citedindex.com/rankshift) ### 5. Qwairy GEO platform that monitors brand mentions across AI engines and recommends content and technical fixes. **Where it improves on LLMrefs:** - [Optimises your content: yes — The Optimize module scores existing pages, flags crawl and indexation problems and returns per-page recommendations rather than only reporting.](https://www.qwairy.co/platform/optimize) - [Generates content: yes — Content Studio writes new articles, briefs and outlines through a multi-step wizard, and the pricing table includes it on every paid tier.](https://www.qwairy.co/platform/act) - [Brand sentiment: yes — Sentiment and Perception rows are included from the entry Starter plan, scoring per provider and comparing AI descriptions against the brand's stated positioning.](https://www.qwairy.co/platform/analyze) **Trade-offs against LLMrefs:** - [DeepSeek: no — DeepSeek appears nowhere in the eighteen-engine inventory included on all plans, and unlike every covered engine it has no visibility-tracker page in the sitemap; it is mentioned only in a glossary article.](https://www.qwairy.co/pricing) - [Self-serve signup: partial — Brand plans are bought directly through Get started links with no sales contact, but every agency-programme tier, including its cheapest, routes to Talk to Sales instead.](https://www.qwairy.co/agency) - [API: partial — The REST API is absent from the entry Starter tier and first appears on Growth, so programmatic access costs an upgrade rather than coming with the cheapest paid plan.](https://www.qwairy.co/pricing) [View Qwairy](https://citedindex.com/qwairy) ### 6. Rank Prompt AI visibility platform that tracks brand mentions and citations across six answer engines, with content and audits. **Where it improves on LLMrefs:** - [Optimises your content: yes — Audit findings and lost prompts become prioritised tasks with impact and effort estimates, so it says what to change on existing pages.](https://rankprompt.com/seo-audit/) - [Generates content: yes — Content Studio drafts full long-form articles in ten formats with schema and images, metered at ten credits each.](https://rankprompt.com/content-generation/) - [Publishes to your site: yes — Finished articles push straight to several CMSes, a hosted blog, GitHub or any webhook target, and Autopilot can publish on a schedule.](https://rankprompt.com/content-generation/) **Trade-offs against LLMrefs:** - [Microsoft Copilot: no — Microsoft Copilot is absent from the vendor's complete six-engine inventory, which it states as the full set it tracks on every plan.](https://rankprompt.com/pricing/) - [DeepSeek: no — DeepSeek is absent from the vendor's complete six-engine inventory, which it states as the full set it tracks on every plan.](https://rankprompt.com/pricing/) - [Meta AI: no — Meta AI is absent from the vendor's complete six-engine inventory, which it states as the full set it tracks on every plan.](https://rankprompt.com/pricing/) [View Rank Prompt](https://citedindex.com/rankprompt)