AEO Engine vs Authoritas (2026): Full Comparison

Key takeaways

• AEO Engine is a managed service, not a SaaS tool -- you're paying for a team to run your AI visibility campaigns, not just software access. Authoritas is a self-serve platform your team operates.
• Authoritas is dramatically cheaper: plans start at £99/mo vs AEO Engine's $797/mo minimum. That gap reflects fundamentally different delivery models.
• Authoritas combines traditional SEO (rank tracking, site audits, backlinks) with AI search monitoring in one platform. AEO Engine is purely focused on AEO/AI visibility.
• AEO Engine includes done-for-you content creation. Authoritas does not -- it's a monitoring and analysis tool, not a content production service.
• Authoritas offers a free trial. AEO Engine does not -- you get a free audit call, but there's no self-serve trial.
• If you want to hand off AI visibility to an agency-style team, AEO Engine makes sense. If you want your in-house SEO team to own the process, Authoritas is the better fit.

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Overview

AEO Engine

AEO Engine positions itself as a results-first AI search optimization company, not just a software vendor. The pitch is simple: they run your AEO campaigns for you, targeting visibility in ChatGPT, Google AI Overviews, and Perplexity. They claim 920% average AI traffic growth across campaigns -- a bold number that's hard to verify independently, but their client list (50+ ecommerce and B2B brands) suggests real traction.

The model is closer to a managed SEO agency than a SaaS platform. You get strategy, content, and optimization work done by their team, with reporting layered on top. Pricing starts at $797/mo and goes up to $2,997/mo for their "Aggressive" tier, with enterprise custom pricing above that.

Authoritas

Authoritas started as a traditional enterprise SEO platform and has evolved to include AI search visibility tracking. It monitors how brands appear across Google AIO, ChatGPT, Perplexity, Claude, Gemini, Copilot, and DeepSeek -- and layers that on top of a full SEO suite covering rank tracking, site audits, backlink analysis, and content optimization.

The target audience is in-house SEO teams and agencies that want one platform for both traditional and AI search. Pricing starts at £99/mo (Essential), making it accessible to smaller teams, with higher tiers for more data and features.

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Side-by-side comparison

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Head-to-head feature deep-dive

Delivery model and who does the work

This is the most important difference between these two tools, and it shapes everything else.

AEO Engine is a managed service. You pay their team to handle strategy, content creation, and optimization. You get reports and results, but you're not logging into a dashboard to run queries yourself. This is closer to hiring an AEO agency than buying software. For founders or marketing teams without dedicated SEO resources, that's genuinely useful. For teams that want control and transparency over their own data, it can feel like a black box.

Authoritas is a platform your team uses. You define the prompts, run the analysis, interpret the data, and decide what to do next. There's more setup involved, but you own the process. If your team already has SEO expertise and wants to extend it into AI search, Authoritas fits naturally into that workflow.

Verdict: Neither is objectively better -- it depends entirely on your team's capacity and preference. Managed service vs. self-serve is the core decision here.

AI model coverage

Authoritas has broader documented LLM coverage. AEO Engine focuses on the three highest-traffic AI search surfaces (ChatGPT, Google AIO, Perplexity), which covers the majority of real-world AI search volume. But if you need Claude or Gemini tracking specifically, Authoritas is the clearer choice.

Verdict: Authoritas wins on breadth. AEO Engine covers the most important surfaces but doesn't document coverage of the full LLM landscape.

Content creation and optimization

AEO Engine includes content production as part of the service. Their team creates AEO-optimized content -- articles, FAQs, structured answers -- designed to get cited by AI models. This is a real differentiator if you don't have content resources in-house.

Authoritas does not produce content. It's an analysis and monitoring platform. You use it to identify gaps and opportunities, then take that insight to your content team (or another tool) to act on it.

Worth noting: if you're looking for a platform that both identifies content gaps AND generates AI-optimized content in one place, Promptwatch does exactly that -- its Answer Gap Analysis surfaces what competitors are being cited for that you're not, and its built-in AI writing agent produces content engineered to get cited by ChatGPT, Claude, and Perplexity.

Verdict: AEO Engine wins for teams that need content done for them. Authoritas requires you to handle content separately.

Traditional SEO features

Authoritas is a full SEO platform. It includes rank tracking across traditional search engines, technical site audits, backlink analysis, and keyword research -- all the things you'd expect from an enterprise SEO tool. The AI search tracking is layered on top of an already mature SEO product.

AEO Engine has no traditional SEO features. It's purely focused on AI search visibility. If you already have an SEO tool (Semrush, Ahrefs, etc.) and just want to add AI search coverage, that's fine. But if you're looking to consolidate your SEO stack, AEO Engine won't help with that.

Verdict: Authoritas wins clearly. It covers both traditional and AI search in one platform.

Reporting and analytics

Both tools provide brand visibility reporting and competitor analysis. Authoritas shows share of voice trends across AI models, persona-based prompt analysis, and citation tracking. The UI appears to be dashboard-driven with visual trend data.

AEO Engine's reporting is tied to its managed service model -- you receive campaign reports rather than exploring a self-serve dashboard. The depth of self-serve analytics isn't clearly documented on their site.

Verdict: Authoritas gives you more hands-on data access. AEO Engine's reporting is more opaque by design.

Pricing and value

This is where the gap is stark.

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Pricing comparison

AEO Engine's pricing is 6-10x higher than Authoritas at comparable tiers. But comparing them purely on price misses the point -- AEO Engine includes managed labor (strategy, content, optimization work), while Authoritas is software only. You're not paying for the same thing.

A more honest comparison: AEO Engine at $797/mo vs. Authoritas at £399/mo + your team's time. Depending on how much internal resource you'd spend on AI search optimization, the gap may be smaller than it looks.

That said, for smaller teams or those just getting started with AI search monitoring, Authoritas's entry price is much more accessible.

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Pros and cons

AEO Engine

Pros:

• Done-for-you model removes execution burden from your team
• Content creation included -- no need to source writers separately
• Clear focus on results (920% traffic growth claim, though hard to verify independently)
• Good fit for ecommerce brands without dedicated SEO teams

Cons:

• Expensive entry point ($797/mo minimum)
• No free trial -- significant commitment before you see results
• Limited transparency into the platform itself; reporting is managed, not self-serve
• No traditional SEO features
• Narrower documented LLM coverage

Authoritas

Pros:

• Full SEO platform plus AI search monitoring in one tool
• Broad LLM coverage (7 AI models documented)
• Free trial available -- low barrier to test
• Accessible pricing starting at £99/mo
• Persona-based prompting for more realistic AI search simulation
• Publisher tracking is a unique feature for media companies

Cons:

• No content creation -- you need to act on insights yourself
• Self-serve means more setup and ongoing management from your team
• AI search features feel like an addition to a traditional SEO tool, not a ground-up AEO platform
• Less focused on AEO as a primary use case

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Who should pick which tool

Pick AEO Engine if:

• You're an ecommerce or B2B brand that wants AI search visibility handled for you
• You don't have an in-house SEO team with bandwidth to manage a new platform
• You want content production included in the service
• Budget isn't the primary constraint and you're willing to pay for execution, not just data

Pick Authoritas if:

• You have an in-house SEO team that wants to own the AI search monitoring process
• You want to consolidate traditional SEO and AI search tracking in one platform
• You're an agency managing multiple client accounts
• You want to start with a free trial before committing
• You need broad LLM coverage including Claude, Gemini, and DeepSeek

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Final verdict

AEO Engine and Authoritas aren't really competing for the same buyer. AEO Engine is for brands that want to outsource AI search optimization entirely -- you pay for outcomes, not software. Authoritas is for SEO teams that want a self-serve platform to monitor and analyze AI search visibility alongside their existing SEO work.

If you're a lean team that wants results without managing a new tool, AEO Engine's managed model makes sense despite the higher price. If you want control, data access, and a lower price point, Authoritas is the more practical choice -- especially since it covers traditional SEO too. The one thing both tools share: neither gives you a complete answer-to-action loop on their own. AEO Engine handles execution but limits your visibility into the data. Authoritas gives you the data but leaves execution to you.