Let's get the uncomfortable question out of the way: is Orbilo trying to replace Ahrefs? Semrush? Moz?
No. And any AEO platform that positions itself as a replacement for traditional SEO tools is either confused or dishonest.
Here's the real picture: traditional SEO tools solve a problem that still matters. Orbilo solves a different problem that's becoming increasingly critical. Most serious teams need both. This post explains why.
What Traditional SEO Tools Do Well
Ahrefs, Semrush, Moz, and similar platforms have spent over a decade building capabilities that are genuinely excellent. Give them credit where it's due:
Backlink Analysis
No one does this better than dedicated SEO tools. Understanding your link profile, identifying toxic links, finding link opportunities, and analyzing competitor backlink strategies — this is mature, well-executed functionality that Orbilo doesn't attempt to replicate.
Keyword Research
Traditional tools have massive keyword databases with search volume, difficulty scores, SERP features, and trend data. This infrastructure took years to build and remains essential for content planning.
Site Audits
Technical SEO audits — crawlability issues, broken links, page speed, duplicate content, redirect chains — are a solved problem in traditional SEO tools. They do this comprehensively and well.
Rank Tracking
Tracking your position on Google for target keywords, with historical trends and competitor comparison. The data is reliable and the visualizations are mature.
Content Analysis
Tools like Clearscope and SurferSEO analyze top-ranking content and provide optimization recommendations based on Google's ranking signals.
What Traditional SEO Tools Miss
Here's where it gets interesting. Despite their sophistication, traditional SEO tools have a blind spot shaped like the future of search.
No AI Platform Monitoring
Semrush can tell you that you rank #4 on Google for "best project management tool." It cannot tell you whether ChatGPT recommends you when someone asks the same question conversationally.
This gap matters because an increasing percentage of "search" behavior now happens on AI platforms. When a developer asks Claude for a recommendation, that's a high-intent query that traditional SEO tools can't see.
No AEO-Specific Scoring
Traditional tools score content based on Google's known ranking factors. They don't evaluate whether content is structured for AI consumption — whether it's easy for language models to extract, synthesize, and reference.
Your AEO Score measures fundamentally different things than your Semrush content score.
No LLMs.txt or AI-Specific Structured Data
AI-specific content formats like LLMs.txt and LLMs-ctx are outside the scope of traditional SEO tools. They don't generate these files, validate them, or assess whether your AI-facing structured data is comprehensive.
No AI Visibility Benchmarking
Traditional tools benchmark you against competitors in Google rankings. They can't tell you that Notion gets mentioned by ChatGPT 4x more often than your product when users ask for recommendations in your category.
The Capability Gap
| Capability | Ahrefs/Semrush | Orbilo |
|---|---|---|
| Google rank tracking | Excellent | Not covered |
| Backlink analysis | Excellent | Not covered |
| Site technical audits | Excellent | Not covered |
| Keyword research | Excellent | Not covered |
| AI platform monitoring (ChatGPT, Claude, etc.) | Not covered | Excellent |
| AEO content scoring | Not covered | Yes |
| LLMs.txt generation | Not covered | Yes |
| JSON-LD generation | Basic validation | Full generation |
| AI visibility benchmarking | Not covered | Yes |
| Competitor AI mentions | Not covered | Yes |
| Google AI Overview tracking | Semrush: Yes | Not primary focus |
The table makes it clear: these tools have almost zero overlap. They're solving different problems in the same broad domain.
Why You Need Both
Think of it this way:
- SEO tools tell you how visible you are in traditional search
- Orbilo tells you how visible you are in AI-powered search and recommendations
If you only use SEO tools, you're blind to a growing channel. If you only use Orbilo, you're ignoring a channel that still drives the majority of search traffic (for now).
The strategic approach is layered:
Layer 1: SEO Foundation
Use traditional tools to maintain your Google presence. Fix technical issues. Build quality backlinks. Track rankings for important keywords. This is table stakes.
Layer 2: AEO Optimization
Use Orbilo to score your content for AI-readiness, generate LLMs.txt and JSON-LD, and establish a baseline for AI visibility. This is where the growth opportunity lives.
Layer 3: AI Monitoring
Use Orbilo's brand monitoring to track how AI platforms discuss your brand over time. Identify when competitors gain or lose AI visibility. Use the AI Visibility Index to benchmark against your category.
Layer 4: Integrated Strategy
Use insights from both layers to inform a unified content strategy. Content that ranks well on Google AND gets recommended by AI is the highest-value content you can create.
The SEO-to-AEO Feedback Loop
Here's something that most people miss: SEO and AEO aren't just complementary — they're mutually reinforcing.
Strong SEO performance means your content gets crawled more frequently, which means it's more likely to be included in AI training data and RAG retrieval. Strong AEO means your brand appears in AI recommendations, which drives direct traffic and branded search, which strengthens your SEO signals.
Key takeaway: Investing in AEO doesn't come at the expense of SEO. It amplifies it. And vice versa.
When to Prioritize Each
Prioritize SEO when:
- Your site has fundamental technical issues
- You're not ranking for any target keywords
- You have a weak backlink profile
- You're in a category where Google search is still the primary discovery channel
Prioritize AEO when:
- Your technical SEO is solid but you're not appearing in AI recommendations
- Competitors are being recommended by AI platforms and you're not
- You're in a category where users increasingly ask AI for recommendations (SaaS, developer tools, professional services)
- You're launching a new product and want to be part of AI conversations from the start
Prioritize both equally when:
- You're a SaaS company in a competitive category
- Your customers are tech-savvy (more likely to use AI for research)
- You have the budget and resources for a comprehensive search strategy
The Practical Setup
Here's what a modern search visibility stack looks like:
- Ahrefs or Semrush for backlinks, keywords, rank tracking, and site audits (~$100-400/month)
- Orbilo for AI visibility monitoring, AEO scoring, and structured data generation (free tier + paid for monitoring)
- Google Search Console for first-party Google data (free)
- Your analytics platform for traffic attribution (GA4, Plausible, etc.)
Total cost: roughly what you're already paying for SEO tools, plus a modest addition for AI visibility. The ROI question isn't whether you can afford both — it's whether you can afford to be invisible on AI platforms while your competitors aren't.
Looking Ahead
Traditional SEO tools will likely add more AI features over time. And AEO platforms like Orbilo will likely add some traditional SEO capabilities. The boundaries will blur.
But right now, in mid-2026, the tools are specialized. Best tools to track AI visibility covers the full landscape if you want to explore options. The important thing is recognizing that AI visibility is a distinct problem that requires distinct tooling — and that understanding what AEO is is the first step toward building a strategy that covers both traditional and AI search.
