Writesonic GEO vs Goodie vs LLMrefs in 2026: Three Different Closures of the GEO Loop

Writesonic GEO is the GEO layer built into the Writesonic content generation platform. It tracks brand mentions across 10+ AI engines: ChatGPT, Claude, Perplexity, Gemini, Grok, DeepSeek, Microsoft Copilot, Meta AI, Google AI Mode, and Google AI Overviews. Coverage is consistent across all four price tiers, which means every plan sees the same breadth of AI surfaces.

The Action Center is the most distinctive feature. Rather than presenting a raw visibility dashboard and leaving interpretation to you, the Action Center analyses visibility gaps across all tracked platforms, identifies where competitors are being cited instead of your brand, and ranks optimisation opportunities by estimated impact. When the Action Center flags content that needs improvement, the platform can rewrite or improve it inside the GEO interface, closing the diagnose-to-fix loop without a separate tool.

Citation management surfaces off-page opportunities on Reddit, YouTube, and relevant blogs. Technical audits check whether AI crawlers can actually access your content. White-label delivery is included on Growth ($399/month) and Enterprise plans. There is no API on any tier, which is the main constraint for agencies that need to pull data into custom dashboards.

Goodie covers the full generative engine optimization (GEO) workflow across 12 AI models: prompt research, brand monitoring, prioritised optimisation actions, AEO content generation, agentic commerce tracking, crawler behavior analysis, and revenue attribution. Coverage includes ChatGPT, Gemini, Claude, Perplexity, Copilot, Meta AI, Grok, AI Overviews, AI Mode, DeepSeek, Amazon Rufus, and Sparky.

The Optimisation Actions feature generates a prioritised list of changes for owned and earned assets, ranked by estimated impact. The Agent Experience Suite shows how AI crawlers actually traverse your site, surfacing technical gaps that prevent discovery. The Analytics module ties AI citations to traffic and conversions in Google Analytics, which is the proof most executive teams want before renewing a GEO budget.

Pricing reflects the depth. Explorer starts at $399/month for 3 engines and 100 prompts, and Pro and Enterprise both require sales conversations. Goodie ships an MCP server on every plan, integrates into Claude, Cursor, and other MCP-compatible tools, and is SOC 2-compliant for enterprise procurement. Multi-brand tracking is Enterprise-only.

LLMrefs is built around a keyword-first workflow for AI search. You import your existing SEO keyword list (from Ahrefs, Semrush, Moz, or any CSV), and the platform automatically generates 25 fan-out prompts per keyword based on real user conversation patterns. Results aggregate across all 25 prompts to produce statistically meaningful share-of-voice and position metrics per keyword, addressing the non-determinism that makes single-prompt tracking noisy.

Coverage spans 11 AI engines: ChatGPT, ChatGPT Search, Google AI Overviews, Google AI Mode, Gemini, Perplexity, Claude, Grok, Copilot, Meta AI, and DeepSeek. Geo-targeting covers 50+ countries and 10+ languages, so agencies running global campaigns can track brand visibility market by market. Source citation tracking shows which third-party domains carry citation authority in the category.

Pricing is flat: a single All-in-One plan at €79/month covers unlimited projects, unlimited team seats, geo-targeting, source tracking, API access, and CSV export. The 7-day free trial requires no credit card. There is no white-label client portal and no built-in content generation, which keeps the platform focused on measurement rather than content execution.