Google: Fine if 30-40% of URLs in Search Console Are 404s

Google’s John Mueller says it’s normal if 30-40% of URLs in a site’s Search Console report are returning 404 errors.
This is stated during the Google Search Central SEO hangout from February 25, where we also learned it’s impossible to stop Google from trying to crawl URLs that no longer exist.
Google may continue trying to crawl URLs years after they’ve been deleted from a website, and there’s nothing site owners can do to prevent that from happening.
Therefore 404s are unavoidable, even for the most diligent of SEOs.
An SEO named Robb Young asked the series of questions which drew that information out of Mueller this week.
Young has a site which is returning 404s in Search Console for URLs that haven’t been live for 8 years. The URLs were previously 410’d and have no links pointing to them.
He wants to know if this is normal or not. Here’s Mueller’s response.
John Mueller on Googlebot Crawling Old URLs
Mueller says 8 years is a long time to still be crawling nonexistent URLs, it’s not out of the realm of possibility.
If Google saw that a URL was live in the past then it may try to crawl the URL again from time to time.
If you know the URL doesn’t exist then you can simply ignore it in the Search Console report.
“Seven or eight years sounds like a really long time… if it was something that we saw in the past then we’ll try to recrawl it every now and then.
We’ll tell you: “oh this URL didn’t work.” And if you’re like: “well it’s not supposed to work.” Then that’s perfectly fine.”
In a follow-up question, Young asks if there’s any way he could send a stronger signal to Google that those URLs no longer exist.
Will Google ever stop trying to crawl the removed URLs?
“I don’t think you could guarantee that we won’t at least try [to crawl] those URLs. It’s one of those things where we have them in our system, and we know at some point they were kind of useful, so when we have time we’ll just re-try them.
It doesn’t cause any problems. It’s just, we re-try them and we show you a report and tell you, “oh we re-tried this and it didn’t work.””
Concerned about the volume of 404s in his Search Console report, Young asks one more follow-up question to Mueller.
He clarifies it’s not just a handful of URLs returning 404 errors, it’s around 30-40% of URLs in the report that have a 404 error.
Is that normal?
“That’s perfectly fine. That’s completely natural especially for a site that has a lot of churn. If it’s like a classifieds site where you have classified listings that are valid for a month, then you expect those listings to drop out. And then we, like, over the years, we collect a ton of those URLs and try them again. And if they return 404s or 410s, like, whatever. Perfectly fine.
I don’t think that would look unusual to us. It’s not like we would see that as a quality signal or anything. The only time where I think 404s would start to look like something problematic for us is when the home page starts returning 404s. Then that might be a situation where we go: “oh, I don’t know if this site is actually still up.”
But if parts of the site are 404, like, whatever. It’s like a technical thing, like, it doesn’t matter.”
Google can remember URLs long after they’ve been removed, and may try to re-crawl them at any time. However, there’s no need to stress when you see 404 errors in Search Console for URLs that aren’t supposed to be there anyway.
Hear Mueller’s full response in the video below:
Google’s Next-Gen AI Chatbot, Gemini, Faces Delays: What to Expect When It Finally Launches

In an unexpected turn of events, Google has chosen to postpone the much-anticipated debut of its revolutionary generative AI model, Gemini. Initially poised to make waves this week, the unveiling has now been rescheduled for early next year, specifically in January.
Gemini is set to redefine the landscape of conversational AI, representing Google’s most potent endeavor in this domain to date. Positioned as a multimodal AI chatbot, Gemini boasts the capability to process diverse data types. This includes a unique proficiency in comprehending and generating text, images, and various content formats, even going so far as to create an entire website based on a combination of sketches and written descriptions.
Originally, Google had planned an elaborate series of launch events spanning California, New York, and Washington. Regrettably, these events have been canceled due to concerns about Gemini’s responsiveness to non-English prompts. According to anonymous sources cited by The Information, Google’s Chief Executive, Sundar Pichai, personally decided to postpone the launch, acknowledging the importance of global support as a key feature of Gemini’s capabilities.
Gemini is expected to surpass the renowned ChatGPT, powered by OpenAI’s GPT-4 model, and preliminary private tests have shown promising results. Fueled by significantly enhanced computing power, Gemini has outperformed GPT-4, particularly in FLOPS (Floating Point Operations Per Second), owing to its access to a multitude of high-end AI accelerators through the Google Cloud platform.
SemiAnalysis, a research firm affiliated with Substack Inc., expressed in an August blog post that Gemini appears poised to “blow OpenAI’s model out of the water.” The extensive compute power at Google’s disposal has evidently contributed to Gemini’s superior performance.
Google’s Vice President and Manager of Bard and Google Assistant, Sissie Hsiao, offered insights into Gemini’s capabilities, citing examples like generating novel images in response to specific requests, such as illustrating the steps to ice a three-layer cake.
While Google’s current generative AI offering, Bard, has showcased noteworthy accomplishments, it has struggled to achieve the same level of consumer awareness as ChatGPT. Gemini, with its unparalleled capabilities, is expected to be a game-changer, demonstrating impressive multimodal functionalities never seen before.
During the initial announcement at Google’s I/O developer conference in May, the company emphasized Gemini’s multimodal prowess and its developer-friendly nature. An application programming interface (API) is under development, allowing developers to seamlessly integrate Gemini into third-party applications.
As the world awaits the delayed unveiling of Gemini, the stakes are high, with Google aiming to revolutionize the AI landscape and solidify its position as a leader in generative artificial intelligence. The postponed launch only adds to the anticipation surrounding Gemini’s eventual debut in the coming year.
Google Brings Bard Students Math and Coding Education in the Summer

Google is stepping up its AI efforts this summer by sending Bard, its high-profile chatbot, to summer school. The aim? To boost the bot’s math and coding smarts. These developments are excellent news— when Bard first debuted, it was admittedly not a finished product. But Google is steadily plugging away at it, and have now implemented implicit code execution for logical prompts, and handy Google Sheets’ integration to take it to the next level.
Thanks to implicit code execution, Bard can respond to inquiries requiring calculation or computation with Python code snippets running in the background. What’s even more amazing is that coders can take this generated code and modify it for their projects. Though Google is still apprehensive about guaranteeing the accuracy of Bard’s answers, this feature is said to improve the accuracy of math and word problems by an impressive 30%.
In addition to this, Bard can now export directly to Sheets when asked about tables. So, you don’t need to worry about copying and pasting, which comes with the risk of losing formatting or data.
From the company’s I/O keynote address, it is clear that they are focused on making the most of what Bard can offer. As they continue to speak highly of the chatbot, we’re sure to expect more features and capabilities when the summer comes around.
Google Bard vs. ChatGPT: which is the better AI chatbot?

Google Bard and ChatGPT are two of the most prominent artificial intelligence (AI) chatbots available in 2023. But which is better? Both offer natural language responses to natural language inputs, using machine learning and millions of data points to craft useful, informative responses. Most of the time. These AI tools aren’t perfect yet, but they point to an exciting future of AI assistant search and learning tools that will make information all the more readily available.
As similar as these chatbots are, they also have some distinct differences. Here’s how ChatGPT and Google Bard measure up against one another.
Which is better, Google Bard or ChatGPT?
This is a tricky question to answer, as at the time of writing, you can only use Google Bard if you’re part of a select group of early beta testers. As for its competition, you can use ChatGPT right now, completely for free. You may have to contend with a waitlist, but if you want to skip that, there’s a paid-for Plus version offering those interested in a more complete tool the option of paying for the privilege.
Still, when Google Bard becomes more widely available, it should offer credible competition for ChatGPT. Both use natural language models — Google Bard uses Google’s internal LaMDA (Language Model for Dialogue Applications), whereas ChatGPT uses an older GPT-3 language model. Google Bard bases its responses to questions on more recent data, with ChatGPT mainly trained on data that was available prior to 2021. This is similar to how Microsoft’s Bing Chat works.
We’ll have to reserve judgment on which is the more capable AI chatbot until we get time to play with Google Bard ourselves, but it looks set to be a close contest when it is more readily available.
Are Google Bard and ChatGPT available yet?
As mentioned, ChatGPT is available in free and paid-for tiers. You might have to sit in a queue for the free version for a while, but anyone can play around with its capabilities.
Google Bard is currently only available to limited beta testers and is not available to the wider public.

What’s the difference between Google Bard and ChatGPT?
ChatGPT and Google Bard are very similar natural language AI chatbots, but they have some differences, and are designed to be used in slightly different ways — at least for now. ChatGPT has been used for answering direct questions with direct answers, mostly correctly, but it’s caused a lot of consternation among white collar workers, like writers, SEO advisors, and copy editors, since it has also demonstrated an impressive ability to write creatively — even if it has faced a few problems with accuracy and plagiarism.
Still, Microsoft has integrated ChatGPT into its Bing search engine to give users the ability to ask direct questions of the search engine, rather than searching for terms of keywords to find the best results. It has also built it into its Teams communications tool, and it’s coming to the Edge browser in a limited form. The Opera browser has also pledged to integrate ChatGPT in the future.
ChatGPT | Google Bard |
Accessible through ChatGPT site. Only text responses are returned via queries. | Integrated with Google Search. You only need to change a Google setting to get your regular search results when using Google Bard AI, and vice versa. |
ChatGPT produces answers from its trained database from 2021 and before. | Google Apprentice Bard AI will be able to answer real-time questions. |
Based on GPT (Generative Pre-trained Transformer). | Based on LaMDA (Language Model for Dialogue Applications). |
Service has a free and paid plan option (called ChatGPT Plus). | Service is free. |
Has built-in plagiarism tool called GPT-2 Output Detector. | No built-in plagiarism detection tool. |
Available now | Still in beta test phase |
Google Bard was mainly designed around augmenting Google’s own search tool, however it is also destined to become an automated support tool for businesses without the funds to pay for human support teams. It will be offered to customers through a trained AI responder. It is likely to be integrated into the Chrome browser and its Chromium derivatives before long. Google is also expected to open up Google Bard to third-party developers in the future.
Under the hood, Google Bard uses Google’s LaMDA language model, while ChatGPT uses its own GPT3 model. ChatGPT is based on slightly older data, restricted in its current GPT3 model to data collected prior to 2022, while Google Bard is built on data provided on recent years too. However, that doesn’t necessarily make it more accurate, as Google Bard has faced problems with incorrect answers to questions, even in its initial unveiling.
ChatGPT also has a built-in plagiarism checker, while Google Bard does not, but Google Bard doesn’t have the creative applications of ChatGPT just yet.
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