# Alternatives to LLMrefs

> Source: https://citedindex.com/llmrefs/alternatives (current datasheets, evidence-ranked)

Candidates share the baseline category or are previously researched peers. Requirements, preserved strengths, explicit trade-offs and research coverage decide the order; paid tier does not.

## Shortlist

### 1. Rankscale

Credit-based AI visibility tracker for brand mentions, citations and sentiment across 17+ AI engines.

**Research coverage:** 31/32 criteria

**Where it improves on LLMrefs:**
- [Brand sentiment: yes — Sentiment tracked by brand, topic and model with positive/negative keyword themes.](https://rankscale.ai/)
- [Recommendations: yes — Reports carry actionable recommendations, and the audit returns prioritized fixes.](https://rankscale.ai/)
- [AI crawler analytics: partial — The audit detects and penalises AI bots blocked from a URL; it does not report crawler hits from your logs.](https://rankscale.ai/features/page-audit)

**Trade-offs against LLMrefs:**
- [Meta AI: no — Meta AI appears in neither the enumerated GUI list nor the model-engine list of supported architectures.](https://rankscale.ai/facts)
- [API: partial — REST API is absent on Essentials and Pro, included on Growth and Enterprise as Metrics + Share Links.](https://rankscale.ai/api)

[View Rankscale](https://citedindex.com/rankscale)

### 2. Cognizo

AEO platform tracking brand visibility in AI answers, with agents that create and publish content.

**Research coverage:** 30/32 criteria

**Where it improves on LLMrefs:**
- [Generates content: yes — Agents produce briefs, outlines, drafts, FAQs and refreshes in the brand's voice](https://www.cognizo.ai/platform/content-optimization)
- [Publishes to your site: yes — Publishes to the customer's own site, with approval-per-piece or fully autonomous auto-publish](https://www.cognizo.ai/platform/done-for-you)
- [Done-for-you service: partial — Done-for-You executes autonomously via agents rather than staff; a human strategist is an Enterprise inclusion](https://www.cognizo.ai/pricing)

**Trade-offs against LLMrefs:**
- [Projects or brands: partial — Multiple brands and workspaces are listed only under Enterprise; the published tiers name no brand allowance](https://www.cognizo.ai/pricing)
- [Self-serve signup: no — Every plan, including the $499 Platform tier, routes to Book a demo, and onboarding includes a call with a customer success partner.](https://www.cognizo.ai/pricing)

[View Cognizo](https://citedindex.com/cognizo)

### 3. AIclicks

Tracks brand mentions and cited sources across 10+ AI engines, then drafts and publishes the fixes.

**Research coverage:** 32/32 criteria

**Where it improves on LLMrefs:**
- [Generates content: yes — Content Agent writes article drafts from tracked prompts and visibility gaps; plans meter 5, 15 or 30 AI-optimized articles per month.](https://docs.aiclicks.io/content-agent)
- [Publishes to your site: yes — One-click publish or draft-push to WordPress, Webflow, Shopify or Framer; re-publishing updates the existing post. CMS integration is listed on every paid tier.](https://docs.aiclicks.io/cms-setup)
- [Done-for-you service: yes — The same company sells done-for-you engagements with published floors: LLM Visibility Action Plan from $1500, Reddit plan from $2000, content from $250, mentions from $250, technical audit from $750.](https://aiclicks.io/services/ai-seo-agency)

**Trade-offs against LLMrefs:**
- [Technical AEO: partial — Technical AEO is sold as a people-delivered audit from $750 and as free standalone tools (llms.txt generator, AI crawlability and robots.txt checkers); no schema or llms.txt feature is documented inside the tracked product.](https://aiclicks.io/services/ai-seo-agency)
- [Projects or brands: partial — Unlimited projects with prompts split freely across them, but Starter's card caps websites you can add at 1; Pro and Business are unlimited.](https://aiclicks.io/pricing)
- [API: partial — Read-only v1 REST API with bearer keys, absent from Starter; no write endpoints and no webhooks.](https://docs.aiclicks.io/api)

[View AIclicks](https://citedindex.com/aiclicks)

### 4. Qwairy

GEO platform that monitors brand mentions across 10 AI engines and feeds content, technical and traffic work.

**Research coverage:** 32/32 criteria

**Where it improves on LLMrefs:**
- [Generates content: yes — Content Studio generates articles, briefs and outlines through a brief-outline-content wizard in 45+ languages, at 50 credits per article or brief.](https://www.qwairy.co/platform/act)
- [Brand sentiment: yes — Perception snapshots compare configured brand attributes against how each provider describes you, alongside a 0-100 sentiment score broken down by provider; a snapshot costs 10 credits per provider.](https://www.qwairy.co/platform/analyze)
- [Recommendations: yes — Content Opportunities scores prompt-level gaps 0-100 and generates briefs; the Action Center holds a prioritised recommendation queue and is included on every tier.](https://www.qwairy.co/platform/act)

**Trade-offs against LLMrefs:**
- [DeepSeek: partial — Premium API models DeepSeek V4 Flash and V4 Pro at 2 credits, but they run without web search, so answers carry no live citations; there is no DeepSeek Core row.](https://docs.qwairy.co/documentation/get-started/credits)
- [Meta AI: no — Absent from the ten engines Qwairy enumerates by name, and absent from both the Core and Premium model tables in its docs.](https://www.qwairy.co/)
- [API: partial — REST API v1 is excluded from Starter and included from Growth up, with team-scoped bearer tokens over brands, performance, competitors, sources, prompts, answers and crawler analytics.](https://docs.qwairy.co/developers/introduction)

[View Qwairy](https://citedindex.com/qwairy)

### 5. Finseo

AI visibility platform tracking brand mentions and citations across AI answer engines, with GEO content and attribution.

**Research coverage:** 31/32 criteria

**Where it improves on LLMrefs:**
- [Generates content: partial — It writes sourced articles from a credit pool, but the Starter plan gets no article allowance at all — 15 on Business, 50 on Growth, each costing 500 credits.](https://www.finseo.ai/pricing)
- [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)

**Trade-offs against LLMrefs:**
- [Optimises your content: partial — Existing pages are scored and given prioritised citability fixes, but the Content & Crawlability module is struck through on Starter and only ticked from Business upward.](https://www.finseo.ai/ai-content-optimization)
- [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)

### 6. ApexGEO

GEO/AEO platform measuring brand citations across 7 AI answer engines, with site audits and ranked fixes.

**Research coverage:** 31/32 criteria

**Where it improves on LLMrefs:**
- [Generates content: partial — Brand-voice FAQ, how-to and article generation, but the plan cards list Content Generator only on Professional, Agency and Enterprise.](https://apexgeo.app/)
- [Publishes to your site: partial — CREATE ships a publish loop with a WordPress connector, hosted white-label blogs and auto-publish; it rides on the Content Generator feature, which is Professional and above.](https://apexgeo.app/llms.txt)
- [Done-for-you service: partial — Self-serve software, not a retainer agency; the one human-delivered offering is a free, manually reviewed AI Visibility Snapshot for one South African brand.](https://apexgeo.app/free-ai-visibility-snapshot)

**Trade-offs against LLMrefs:**
- [Google AI Mode: no — Google AI Mode appears in neither the tracked-by-default list nor the roadmap list (Cohere, Mistral, Llama, YandexGPT, Kimi, Qwen); only AI Overviews is covered on the Google side.](https://apexgeo.app/support)
- [Meta AI: no — Absent from both the tracked-today list and the six-engine roadmap; the six pending engines are Cohere, Mistral, Llama, YandexGPT, Kimi and Qwen.](https://apexgeo.app/support)
- [API: partial — API Access appears only in the Enterprise feature list (from $999/mo, contact sales); no API is offered on the five self-serve tiers.](https://apexgeo.app/pricing)

[View ApexGEO](https://citedindex.com/apexgeo)

## Method

Unknown data is never treated as a benefit or a trade-off. Featured placement is labelled but cannot alter recommendation order.