When a competitor suddenly passes you in search, the natural move is to study what they did. Sometimes the real answer is what broke on your own site. In this post, you’ll see how an AI-assisted competitor analysis using Letaido by Ahrefs uncovered a hidden technical issue that was quietly draining a client’s traffic, and how it went from diagnosis to developer-ready fix in under an hour.
Being productive takes more than AI agents, MCPs, or chatbots. You need tools that help you reach your goals and keep the right information, so you’re not stuck reworking things. That’s one of the biggest issues in today’s AI-driven marketing world.
Letaido by Ahrefs stands out because it’s built with a search marketer’s context in mind. After about a month of use, it has become a regular tool for jobs that used to be manual. It speeds up workflows and, more importantly, helps you uncover things you might miss on your first pass.
Below, you’ll see how Letaido helped diagnose a major issue with a client’s competitor, find what was causing it, and give the development team what they needed to fix it and win back lost positions.
What is Letaido by Ahrefs?
Letaido is an AI teammate for marketing teams. It gives large language models marketing context, which matters because these models are great on their own, but they don’t understand how a search marketer thinks or works.
The interface looks similar to other AI systems you may have used. You can:
- Choose between different models
- Connect your data sources
- Use built-in skills
For this project, the final output was an interactive dashboard that walks through the entire analysis. Because Letaido had access to the agency’s branding, the dashboard automatically used the right logo and color scheme.
What happened when a competitor took our client’s number 1 spot?
Our client runs a large site with thousands of product pages and educational guides. For months, things were heading in the right direction. Organic traffic had been recovering and climbing steadily.
Then an overseas competitor opened a US storefront, copied its entire catalog to a new US domain, and started passing our client in search. It seemed to come out of nowhere. Our team’s first question was the obvious one: what is this competitor doing that we’re not?
What did Letaido uncover?
Letaido pulled the competitor’s traffic history, top pages, referring domains, and anchor text from Ahrefs. Their referring domains had jumped six times over, but fewer than one in six were real. Spam links weren’t the answer.
The real problem was on our client’s site. The question shifted from “Why is this competitor winning?” to “Why are we losing?”
After connecting Google Search Console through a quick Google OAuth setup, Letaido matched the decline to a single change in the spring. A script that loaded the site’s menu called an API that robots.txt blocked. Visitors saw a perfectly normal site, but Google saw a header that only said “Loading…” with no menu, category, product, or footer links.
The damage was bigger than anyone expected:
- Crawlers could only read 64% of each page’s content
- A Screaming Frog crawl showed fewer than 1% of pages had a visible menu
- More than 3,000 pages were essentially orphaned
- Educational guides lost about two-thirds of their traffic, and product pages followed
The losses bled out slowly, which is why they went unnoticed for months. That’s frustrating to discover, but it’s also a relief to finally know the cause.
What changed after using Letaido?
Our team went from confusion to a clear diagnosis in under an hour. Instead of banging our heads against the wall, we had proof and a plan.
Letaido also built a nine-page, client-facing report for the client’s outside development team. It explained the issue step by step without throwing anyone under the bus. The first fix takes about 15 minutes to check, and the client could ship it within one week.
How long did the AI-assisted competitor analysis take?
The entire analysis took under an hour of working time:
- About five main prompts
- Two working sessions
- Roughly 40 minutes of Letaido working time
There was a break between sessions to crawl the large site in Screaming Frog. The final deliverables included the diagnosis, the supporting proof, and a nine-page report with a step-by-step development plan.
Doing this manually would have taken much longer. The pages looked fine on the surface, and the cause only became clear after looking at the code underneath.
The paradigm shift that solved the problem
The breakthrough in this competitor analysis came from changing the question. Asking “What did this competitor do?” led to a dead end. Asking “What happened on our back end?” led to the real cause.
AI tools like Letaido make it faster to test both questions, pull the right data, and turn findings into action. When your rankings slip, look at your competitors, but don’t forget to look at your own site too.
Need help finding the cause of a ranking drop?
Our SEO experts can uncover technical issues, analyze competitors, and build a plan to win back visibility. If you’re looking for a partner and a team of search experts to help buyers find you on Google and in AI search, contact us to see how OrganicIQ works.
And until next time, happy marketing.
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