AEO / GEO tools, compared head to head

Profound and Otterly.ai both track brand visibility across AI answer engines, but they're built for very different budgets and buyers. Pick Profound if you have a dedicated AEO budget in the roughly $2,000+/mo range and want deep, root-cause citation and sentiment analysis with enterprise integrations; pick Otterly.ai if you want a genuinely self-serve, low-cost starting point ($29-$489/mo) with a real free trial and actionable content-fix recommendations. Neither is a strict upgrade over the other — they sit at opposite ends of the pricing and positioning spectrum.

Peec AI and Rankscale are both mid-market AI-visibility platforms offering competitor benchmarking, sentiment tracking, and citation analysis, but they diverge on engine-access structure and content guidance: Peec AI caps self-serve plans to 3 of its 6 tracked engines and pairs monitoring with prioritized 'Peec Actions' recommendations plus an MCP server for AI-tool workflows, while Rankscale markets broader simultaneous engine coverage (17+, including Claude, DeepSeek, and Mistral) from its $99/mo Pro tier but advertises a $20/mo entry tier that is functionally unusable. Pick Peec AI if actionable content/PR recommendations and native AI-assistant integration matter most; pick Rankscale if broad, granular multi-engine coverage and flexible tracking frequency matter more than polished content-strategy guidance.

Otterly.ai and Peec AI both sit in the self-serve AEO/GEO monitoring tier, and both gate full engine coverage behind paid add-ons or higher plans rather than including everything up front. Pick Otterly.ai if you want the lowest advertised entry price, a genuine no-card trial, and a large volume of prioritized content-fix suggestions; pick Peec AI if you want to choose your own 3-of-6 engine mix, need multi-country/multi-language tracking, or want a dedicated MCP server plus an agency-specific pricing track. Neither comes out clearly ahead overall — the better fit depends on which engines matter most to your brand and how much you're willing to spend on add-ons to get full coverage.

HubSpot AI Search Grader is a completely free, one-time AEO snapshot — run it in under two minutes for a shareable baseline score across ChatGPT, Gemini, and Perplexity, with no dashboard or ongoing tracking. Semrush AI Visibility Toolkit is a $99+/mo paid product built for continuous, daily prompt-level monitoring with dashboards, trend history, and deeper competitor and citation reporting. Pick HubSpot's grader if you want a free, on-demand audit or pitch asset; pick Semrush's toolkit if you need ongoing AI-visibility monitoring and already use Semrush's SEO tooling.

Adobe LLM Optimizer and Evertune are both enterprise, sales-gated AEO/GEO platforms with no self-serve trial, but they solve different problems: Adobe LLM Optimizer is a quote-only, prompt-package-priced tool (independent estimates put entry cost around $115,000/year or more) whose standout feature is closing the loop with one-click AI-optimized content deployment through Adobe Experience Manager, while Evertune publishes a public $800/month Pro tier built around a statistically rigorous 100x-per-prompt sampling methodology and a Content Agent for drafting on-brand copy. Pick Adobe LLM Optimizer if you're already deep in the Adobe Experience Cloud ecosystem and want automated fix deployment; pick Evertune if you want a publicly disclosed entry price, tighter statistical confidence in visibility numbers, and built-in content drafting without committing to Adobe's stack.

Semrush AI Visibility Toolkit is a monitoring module bolted onto a much larger (now Adobe-owned) SEO platform, priced from $99/month per domain and most useful if you're already a Semrush customer. Otterly.ai is an independent, standalone AEO tool starting at $29/month with its own content-recommendation engine and API/MCP access baked in from a lower price point. Pick Semrush if you want AI visibility inside your existing SEO workflow; pick Otterly.ai if you want a dedicated, cheaper, self-contained AEO tool.

Evertune and Profound both target established brands tracking how they're represented across AI answer engines, but they solve the problem differently: Evertune leans on a statistically rigorous, high-volume sampling methodology (each prompt checked up to 100 times) bundled with content generation, at a single flat $800/mo Pro tier with no lower entry point. Profound offers a tiered self-serve-to-enterprise ladder starting at $99/mo, with a broader catalog of workflow integrations, though real multi-engine coverage is gated behind its $399/mo Growth tier and above. Choose Evertune if statistical confidence and bundled content/activation matter more than price; choose Profound if you want a lower entry price and deeper workflow integrations and can budget up for full engine coverage.