Authoritas AI Tracker vs Otterly.AI (2026): Full comparison

Key Takeaways

• Pricing structure: Authoritas uses a credit-based system (£90-£1,125/mo for AI tracking) while Otterly.AI offers flat subscription tiers ($29-$189/mo). Otterly is 3-4x cheaper for small teams tracking under 100 prompts.
• Platform coverage: Both track the major 6 AI engines (ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, Copilot), plus DeepSeek. Authoritas adds Bing AI to the mix.
• Bundled SEO tools: Authoritas combines AI tracking with a full traditional SEO platform (rank tracking, backlinks, technical audits). Otterly.AI is AI-search-only with no legacy SEO features.
• Target audience: Authoritas is built for eCommerce brands, agencies, and publishers managing complex competitive niches. Otterly.AI positions itself as the budget-friendly option for startups and small marketing teams.
• GEO optimization: Otterly.AI includes a dedicated GEO Audit tool analyzing 25+ on-page factors. Authoritas focuses more on monitoring and competitive benchmarking than on-page optimization guidance.
• Free tier: Authoritas offers 50 free credits to test the platform. Otterly.AI provides a 14-day free trial with no credit card required.

Overview

Authoritas AI Tracker

Authoritas started as a traditional SEO platform and expanded into AI search monitoring in response to the shift toward LLM-driven search experiences. The AI Tracker sits alongside their existing SEO tools -- rank tracking, backlink analysis, technical audits -- making it a hybrid solution for teams that need both worlds. The platform uses a credit-based pricing model where each AI query consumes credits depending on the model and whether you need citation data. Built for eCommerce brands, publishers, and agencies, Authoritas emphasizes competitive benchmarking and sentiment tracking across AI engines. The interface is geared toward teams managing multiple brands or clients in competitive niches.

Otterly.AI

Otterly.AI launched as a pure-play AI search monitoring tool -- no legacy SEO baggage. The pitch is simple: track how your brand shows up in ChatGPT, Perplexity, Google AI Overviews, and other LLMs without paying enterprise prices. Otterly targets startups, small marketing teams, and solo consultants who need AI visibility tracking but don't need (or want to pay for) a full SEO suite. The platform includes AI keyword research to surface conversational prompts, brand mention tracking, citation monitoring, and a GEO Audit tool that analyzes your website's on-page factors for AI search optimization. Pricing is straightforward subscription tiers, not credits.

Side-by-Side Comparison

Pricing: Credits vs subscriptions

Authoritas AI Tracker pricing

Authoritas splits its pricing into two products: the AI Search Platform and the traditional SEO Platform. For AI tracking:

Credit consumption varies by AI model. For example, querying ChatGPT with citations costs more credits than a basic Gemini query. This means your effective prompt volume depends on which models you prioritize. If you're tracking ChatGPT heavily, 2,000 credits might only cover 100-150 prompts per month.

The traditional SEO Platform (Essential £99/mo, Advanced £399/mo, Expert £799/mo) is separate. If you want both AI tracking and SEO tools, you're paying for two products.

Otterly.AI pricing

Otterly.AI uses simple subscription tiers:

No credits, no variable costs per model. You get a fixed number of prompts per month across all AI engines. The 14-day free trial lets you test without a credit card.

Pricing verdict

Otterly.AI is dramatically cheaper for small teams. If you're tracking 50-100 prompts per month, Otterly's $189/mo Standard plan is 2-3x cheaper than Authoritas P2 (£225/mo). But Authoritas scales better for agencies managing dozens of brands -- the Enterprise plan's 42,000 credits can cover hundreds of brands and competitors if you're strategic about model selection.

The credit model gives Authoritas flexibility but adds complexity. You need to calculate credit burn rates and decide which models are worth the cost. Otterly's flat pricing is easier to budget but less flexible if you want to query expensive models heavily.

Platform coverage and tracking depth

Both tools track the big six AI engines: ChatGPT, Perplexity, Claude, Gemini, Google AI Overviews, and Copilot. Authoritas adds Bing AI and DeepSeek. Otterly.AI includes Google AI Mode (the conversational search experience in Google Search) which Authoritas doesn't explicitly list.

Authoritas emphasizes sentiment tracking -- whether AI responses mention your brand positively, negatively, or neutrally. This matters for reputation management in competitive niches where AI models might surface negative reviews or competitor talking points. Otterly.AI doesn't highlight sentiment analysis in their marketing.

Both platforms track citations (which websites AI models reference) and brand mentions (how often your brand appears in responses). Authoritas visualizes this as Share of Voice trends and competitive heatmaps. Otterly.AI shows brand mentions and citation counts but the interface is simpler.

Neither tool offers AI crawler logs (real-time logs of AI bots hitting your website) or traffic attribution (connecting AI visibility to actual site visits). If you need those, you're looking at platforms like Promptwatch that go deeper into the optimization loop.

AI keyword research and prompt discovery

Otterly.AI includes AI keyword research to surface conversational prompts your audience is asking. This helps you discover new content angles and questions to target. The tool shows you what people are searching for on ChatGPT and Perplexity, not just traditional Google keywords.

Authoritas doesn't emphasize keyword research in their AI Tracker marketing. Their focus is on monitoring existing prompts and tracking how your brand performs against competitors for those prompts. You define the prompts you want to track; the platform doesn't suggest new ones.

For content teams trying to figure out what to write, Otterly's keyword research is a clear advantage. For brands that already know their target prompts and want deep competitive tracking, Authoritas is the better fit.

GEO auditing and optimization guidance

Otterly.AI's GEO Audit tool analyzes 25+ on-page factors to show what's holding your site back from earning AI citations. This is an optimization tool -- it tells you what to fix. The audit covers things like content structure, schema markup, internal linking, and other signals AI models use when deciding which sources to cite.

Authoritas doesn't offer a dedicated GEO audit tool. The platform is monitoring-focused: it shows you where you rank, who's beating you, and what's being said. It doesn't prescribe on-page fixes.

This is a philosophical difference. Otterly.AI wants to help you climb the rankings by fixing your site. Authoritas wants to help you understand the competitive landscape so you can make strategic decisions. If you need actionable on-page recommendations, Otterly wins. If you need competitive intelligence to inform your content strategy, Authoritas wins.

Traditional SEO integration

Authoritas bundles AI tracking with a full traditional SEO platform. You get rank tracking, backlink analysis, technical site audits, keyword research (for Google, not AI), and reporting tools. This makes sense for eCommerce brands and agencies that need both AI visibility and traditional SEO in one place.

Otterly.AI is AI-search-only. No rank tracking, no backlink data, no technical audits. If you need those, you're using Ahrefs or Semrush alongside Otterly.

For teams already paying for a traditional SEO tool, Otterly's focused approach is fine. For teams that want to consolidate tools, Authoritas is appealing despite the higher price.

User interface and ease of use

Otterly.AI markets itself as simple and accessible. The interface is designed for non-technical marketers who want to see brand mentions and citations without wading through complex dashboards. Setup is fast: add your brand, add your prompts, start tracking.

Authoritas has a more complex interface reflecting its dual role as an AI tracker and traditional SEO platform. There's more to configure, more reports to navigate, more data to digest. This is fine for agencies and enterprise teams with dedicated SEO analysts. It's overkill for a solo marketer or small startup.

Neither tool has a steep learning curve, but Otterly.AI is clearly optimized for speed and simplicity.

Multi-brand and agency features

Authoritas is built for agencies managing multiple clients. The Enterprise plan's 42,000 credits can cover dozens of brands if you're strategic. The platform supports multi-brand tracking, competitive benchmarking across portfolios, and white-label reporting (though this isn't explicitly mentioned, it's standard for agency-focused SEO tools).

Otterly.AI supports multi-brand tracking but doesn't emphasize agency features in their marketing. The Premium plan is custom-priced, so agencies can likely negotiate volume pricing, but the platform feels more geared toward individual brands than agency portfolios.

Pros and cons

Authoritas AI Tracker pros

• Tracks 8 AI engines including Bing AI and DeepSeek
• Sentiment tracking for reputation management
• Bundled with full traditional SEO platform (rank tracking, backlinks, technical audits)
• Strong competitive benchmarking with Share of Voice and heatmaps
• Scales well for agencies managing multiple brands
• Built for eCommerce, publishers, and competitive niches

Authoritas AI Tracker cons

• Credit-based pricing is complex and can get expensive
• No dedicated GEO audit tool for on-page optimization
• No AI keyword research to discover new prompts
• Requires paying for both AI and SEO platforms if you want the full suite
• Overkill for small teams that only need AI tracking

Otterly.AI pros

• 3-4x cheaper than Authoritas for small teams (Standard plan $189/mo vs Authoritas P2 £225/mo)
• Simple flat subscription pricing, no credit calculations
• Includes AI keyword research to discover conversational prompts
• GEO Audit tool with 25+ on-page factors for optimization guidance
• 14-day free trial, no credit card required
• Fast setup, simple interface for non-technical users

Otterly.AI cons

• No traditional SEO tools (rank tracking, backlinks, technical audits)
• No sentiment tracking for brand reputation management
• Less emphasis on competitive benchmarking vs Authoritas
• Prompt limits are lower (100/mo on Standard vs thousands of credits on Authoritas)
• Less suited for agencies managing large client portfolios

Who should pick which tool

Pick Authoritas AI Tracker if:

• You're an eCommerce brand, publisher, or agency managing competitive niches where sentiment and reputation matter
• You need both AI search tracking and traditional SEO tools in one platform
• You're tracking dozens of competitors and need deep competitive benchmarking
• You have budget for £225-£1,125/mo and want enterprise-grade features
• You're managing multiple brands or client portfolios and need scale

Pick Otterly.AI if:

• You're a startup, small marketing team, or solo consultant with a tight budget
• You only need AI search tracking, not traditional SEO tools
• You want simple flat pricing without credit calculations
• You need AI keyword research to discover new content angles
• You want on-page optimization guidance via the GEO Audit tool
• You're tracking 15-100 prompts per month and don't need massive scale

Consider Promptwatch if:

• You need the full optimization loop: find content gaps, generate AI-optimized content, track results, and attribute traffic
• You want AI crawler logs to see which pages AI bots are reading
• You need Reddit and YouTube tracking to understand what influences AI recommendations
• You want prompt volume estimates and difficulty scores to prioritize high-value queries

Final verdict

Authoritas AI Tracker and Otterly.AI serve different markets. Authoritas is the enterprise choice for teams that need AI tracking plus traditional SEO, with deep competitive benchmarking and sentiment analysis. It's built for eCommerce brands, publishers, and agencies managing complex portfolios. The credit-based pricing scales well at the high end but gets expensive fast.

Otterly.AI is the budget-friendly option for small teams that only need AI search monitoring. The flat subscription pricing is transparent and affordable, the GEO Audit tool provides actionable optimization guidance, and the AI keyword research helps you discover new content opportunities. It's not built for agencies managing dozens of clients, but for a single brand or small team, it's hard to beat on price.

If you're choosing between these two, the decision comes down to budget and scope. Need traditional SEO tools and enterprise features? Authoritas. Need affordable AI tracking with optimization guidance? Otterly.AI. Need the full optimization loop with content generation and traffic attribution? Look at Promptwatch.