2025-01-22 04:28:48
Search engines help users find webpages related to specific search terms (called queries).
Understanding how search engines work can help you make your pages more accessible.
And ultimately direct more potential customers to your site.
This guide explains how search engines discover, store, and rank content. You’ll also get tips on how to increase visibility in search results.
Search engines provide users with a list of relevant webpage results related to their search queries (i.e., the words they type into the search bar).
They accomplish this by following a three-step process:
Each page must pass through these stages to appear in search engine results pages (SERPs).
Search engines use web crawlers (also called bots or spiders) to follow links across the web and find new URLs.
When a crawler discovers a new URL, it downloads the page’s text, images, and other elements.
The crawler then follows links on that page to find more URLs.
If your site relies heavily on JavaScript, Googlebot will take additional rendering steps to ensure it sees all of your content.
Some situations prevent successful crawling. For example, website owners can use meta robots tags to block crawlers like Googlebot.
Server errors can also prevent crawlers from accessing content.
Crawl budget is the amount of time a search engine’s crawler spends within a specific time frame.
Two main factors influence crawl budget:
Large websites with many pages may see slower crawling. Small sites usually have enough crawl budget for all pages.
A sitemap is a file listing important pages on a website and guides crawlers to key content.
This is a sample of Backlinko’s XML sitemap:
Including important pages in a sitemap can help search engines index them faster.
To learn how to create a sitemap, read our guide to the top sitemap generator tools.
Pro tip: Semrush’s Site Audit tool can help you identify and address crawl budget issues or sitemap errors.
After crawling, search engines analyze pages to understand their topics. They store processed information in a large database called the index.
All search engines follow the same general process for indexing.
They record details like keywords, metadata, and page quality signals.
They also note technical factors such as Google’s Core Web Vitals and country associations.
Search engines don’t index every page they crawl because they only want to show users high-quality pages.
A page might not be indexed if:
Among other possible reasons.
Indexing isn’t guaranteed, so make sure your pages meet Google’s search quality standards to increase your chances.
To get indexed by Google, you have two options:
Both options can take days or even weeks.
To learn more about URL inspection, check out our Google Search Console guide.
Ranking determines the order of results that appear in response to a search query.
Each search engine uses proprietary ranking algorithms and updates them frequently.
Search engines use a variety of ranking factors to determine the order of search results, but some are more important than others.
Google weighs the following factors heavily:
Other factors like backlinks, page load times, content quality, and some meta tags are also used in ranking.
For a comprehensive list, see our ranking factors guide.
Search engines want to show users the most accurate, up-to-date information possible, which may lead to changing the order of search results.
For example, “best restaurants near me,” results change as you move locations, new restaurants open in your area, or customer reviews change.
Also, changes to ranking algorithms may reorder search results drastically.
When Google updates its algorithms, it usually offers guidance to site owners in its Search Central Blog.
Search engines show more than simple links.
They display special SERP features to present answers quickly and enhance the user’s experience.
For example, a user searching for “sugar cookies” may be looking for recipes, nutritional facts, or a list of ingredients.
Google returns varied results to satisfy all of these potential intents.
But a user searching for “buy sugar cookies” has transactional intent.
Google returns product results to make it easier for users to locate key information about the product.
SERP features can make the search experience more enjoyable for users.
Common types include:
Paid search results may also appear at the top of the SERPs.
To qualify, sites need to set up Google Ads campaigns and bid for specific keywords.
AI Overviews, featured snippets, and People Also Ask boxes often appear for informational searches.
Like this:
These features deliver quick answers and can increase visibility for pages that earn these placements.
While many factors could be at play, understanding how search engines work is an essential first step to helping your content rank higher for the keywords that matter most to your audience.
Armed with this knowledge, you can boost your site’s visibility and get your pages in front of the right people.
The next critical step?
Making sure your website’s technical foundation helps search engines efficiently crawl, index, and rank your content.
Check out our technical SEO guide to optimize your site for better search visibility.
The post How Do Search Engines Work? (Quick Guide for Beginners) appeared first on Backlinko.
2025-01-07 00:45:52
Want to know the most effective ecommerce growth strategy?
I studied successful online stores to find out what works best. While every store’s path is unique, clear patterns emerged.
Here are some examples:
Brand | Annual Revenue | Standout Strategy |
---|---|---|
Hush Blankets | $48M | Product Validation |
Mid Day Squares | $20M | Content Marketing |
TBH Skincare | $6.5M | Content Marketing |
MX Store | $65M | Search Marketing |
Who Is Elijah | $13M | Operational Efficiency |
Whether your goal is to do $1M or $100M, it comes from executing the fundamentals.
I’ve distilled this guide to the five most impactful growth strategies, including:
Let’s start with the most important one.
Most ecommerce failures share one root cause: creating products nobody wants. Or products that are okay but never really get traction.
You follow trends. Copy competitors. Trust your gut.
Then invest thousands in inventory and marketing, hoping customers will buy.
The solution?
Talk to your customers.
One honest conversation today could prevent massive product failures tomorrow.
These chats reveal opportunities like:
Conversations also build relationships. They turn customers into fans who drive growth through word-of-mouth.
By talking to customers, founders Aaron Spivak and Lior Ohayon turned $4,000 into $48M in 48 months.
For example, when summer sales dropped, they scheduled customer calls. The feedback was clear:
“We love the blanket, but we’re sweating. It’s in storage until winter.”
– Aaron Spivak
That single insight led to their breakthrough “ice fabric” technology, which:
The entrepreneurs continued talking to customers to inform product development.
“When people ask what our marketing hack is or which agency we worked with, they miss the point. We had 3,000 people on the phone tell us exactly what they wanted. That’s the real secret.”
– Aaron Spivak
It’s easy to overthink product research. But Hush proved that you just need to begin talking to customers.
Here’s a simple process to get started:
The goal is to build such deep customer understanding that product failures become nearly impossible.
When we consume 6 hours of content daily, attention is the most valuable currency in business.
Storytelling is how you earn it.
Why? Stories stick.
You may not remember product specs, but you likely recall Sara Blakely cutting the feet off her pantyhose to create Spanx. Or Patagonia’s founder testing gear on mountain expeditions.
Most brands miss by showing only the highlight reel—the wins, the perfect moments, and the polished content.
Telling raw, relatable stories is how you build a lasting brand.
In 2018, Jake Karls and his co-founders launched Mid Day Squares with a radical commitment to transparency.
They documented everything about building the company—from production line disasters to legal battles to funding negotiations.
Mid Day Sqaures unconventional approach involved:
“When people ask what’s our marketing hack or which agency we worked with, they’re missing the point. Building in public and sharing our authentic story turned customers into fans who felt like they were buying from friends.”
– Jake Karls
Mid Day Squares grew to over $20 million in revenue. And Jake attributes much of their success to creative content.
But brand storytelling isn’t just for founder-led content.
When Rachel Wilde started TBH Skincare, she took a different approach to content marketing.
In addition to founder stories, she created content on real customer experiences. It focused on honest education about acne treatment.
“I always say start with the customer. Understand what they want, and hit them with the right with the right message in the right place at the right time.”
– Rachel Wilde
This customer-first storytelling shaped every aspect of their content, including:
They allocated 80% of the marketing budget to content creation. It built a storytelling engine that helped customers see themselves in the products.
And it worked.
TBH Skincare grew to $14M ($22M AUD) in four years.
Before investing in content, identify what makes your brand relatable. Here are some best practices to get started:
When you nail your brand’s narrative, you create compelling organic content.
But that’s just the beginning.
You’re also building marketing assets that drive results across every channel.
Your content becomes fuel for:
“Most brands create different content for each marketing channel. We just document our journey and then adapt those stories for different platforms. It’s more authentic and way more efficient.”
– Jake Karls
The TBH Skincare team has found authentic stories outperform traditional ads across every channel.
“When you have a piece of content that really resonates with people, you can use it everywhere. Our best-performing ads weren’t planned campaigns—they were real moments we captured and then amplified.”
– Rachel Wilde
The lesson?
View storytelling as the key to better marketing. It’ll boost all your other channels.
Every day, billions of people tell Google exactly what they want to buy. Capturing this traffic isn’t cheap or easy—but it’s steady.
Paid search gives instant traffic but needs constant investment. Organic search is free but takes time to build up. Together, they drive consistent sales.
Read more: SEO vs. SEM: What’s the Difference?
When MX Store, Australia’s largest online motorcycle parts retailer, first tried Google Ads, their approach was typical.
Broad keywords. Generic ads. Homepage traffic.
Like throwing spaghetti at a wall and hoping something sticks.
So they shifted their approach—led by marketing director Dan Turner.
“The key is perfect alignment. Your keyword matches the intent, your ad matches the keyword, and your landing page matches the ad. No disconnects.”
– Dan Turner
Here’s exactly what they changed:
The result?
A consistent 10x return on ad spend (ROAS).
Before you spend a dollar on ads, understand your profit. Then, analyzing your competitors and keyword research follows.
Work out how much you can spend to get a customer while making a profit. Without this calculation, you risk burning your ad budget on dud campaigns.
To avoid this mistake, note three metrics:
Here’s an example of the math:
The maximum CAC calculation is $50 profit ÷ 3 = $16.67 maximum ad spend per customer. With a 2% conversion rate, you can’t spend over $16.67 to acquire a customer while keeping campaigns profitable.
Keyword research answers a simple question: are people searching for what you’re selling?
Start by Googling your products to see what ads are displaying.
For example, here’s what the ads look like for “pendulum lights.”
There are lots of ads, which implies they’re working.
You could theoretically follow this simple process of Googling, observing, and copying.
But, to reduce wasted budget, use a tool like Semrush. It’ll help you understand the demand and cost for profitable keywords.
Bonus: Here’s a link to a 14-day trial on a Semrush Pro subscription. That should give you enough time to plan your search marketing campaigns.
The first thing to do is check the keyword data.
Semrush’s Keyword Overview tool shows that pendulum lights are searched 320 times a month. And the CPC is $0.77.
This is enough data to test a campaign. But if you want even more validation, spy on your competitor’s ads.
Following the breadcrumbs of how your competitors do ads can save you months of time and money.
Staying with the lighting example, Lumens is a competitor.
According to Semrush’s Advertising Research tool, Lumens is attracting over 27k monthly users from ads.
This tells us that they’re investing pretty aggressively in Google Ads. And they’ve likely done the work of testing and failing.
To validate this, you can check Lumens ads history.
For instance, they’ve been bidding on “outdoor wall lighting” for seven months straight.
Meaning: they’re seeing enough sales to continue the campaign.
You can see what the ad looks like in Semrush. And Lumens has been tweaking their copy each month.
Using this data drastically increases your chances of successful ads.
Further reading: Google Ads Competitor Analysis: A How-to Guide (+ Top Tools)
Paid search delivers immediate results. Organic search builds free traffic over time.
In other words, start getting your foundations right today.
Here are two priority areas to focus on:
Your product and category pages are your money-makers. So you want to maximize their SEO potential.
For product pages:
Further reading: 20 Effective Product Page Examples
For category pages:
For inspiration, check out Ruggable’s “clean rugs” category page.
You don’t need to address every technical detail.
Start with:
Speed is especially important for ecommerce.
In 2019, eBay did a sitewide initiative to improve performance. Every 100-millisecond improvement led to a 0.5% increase in “Add to Cart.”
Further reading: Ecommerce SEO: 6 Proven Strategies to Rank Higher
Begin with:
Test everything. Double down on what works. Cut what doesn’t.
Every dollar should drive immediate sales (paid) or build long-term assets (organic).
The top brands drive 30-50% of their revenue through email marketing.
These email programs succeed by connecting three foundations we’ve covered:
But there’s a fourth element that ties everything together: systematic execution.
Let’s explore how to build an email program that turns subscribers into customers—and customers into repeat buyers.
Note: The best practices I’m about to share are inspired by Boyuan Zhao, an email and SMS consultant for Shopify brands. I recommend checking out his free four-hour training on YouTube. It’s some of the best content I’ve seen on email marketing.
Your email list isn’t just a number.
“Most brands obsess over list size. But I’ve found that smaller, engaged lists consistently outperform massive, unengaged ones.”
– Boyuan Zhao
Large lists built through aggressive tactics (giveaways, lead magnets, etc.) often convert at 1-2%.
Meanwhile, carefully grown lists using targeted pop-ups and organic signups can hit 8-15% conversion rates.
The math is simple:
Plus, better engagement means higher deliverability. Which means more of your emails actually reach inboxes.
Start by optimizing your signup forms:
Further reading: Email Marketing: The Definitive Guide
You likely have a decent welcome series, abandoned cart emails, and a newsletter.
But to hit 50% attributed revenue to email, you need to think differently.
There are two shifts you need to make this happen.
“The brands consistently driving 50% of revenue through email aren’t doing anything revolutionary. They’re just incredibly systematic about execution.”
– Boyuan Zhao
This means:
The results compound over time.
How many emails are in your sequences?
Probably too many.
“I’ve found that a well-executed 3-email sequence often outperforms complex 10-email flows. It’s not about the number of touchpoints. It’s about delivering the right message at the right time.”
– Boyuan Zhao
Instead of building complex automations, focus on the fundamentals:
Weave authentic brand storytelling into your automations and relentlessly test, test, test.
Do this, and you’re well on your way to more sales.
Even if you have winning products and amazing marketing, you can fail if your operations suck.
In 2023, founders Raquel and Adam Bouris of fragrance brand Who Is Elijah learned two expensive lessons about business.
First, their discovery set promotion seemed like a slam dunk: sell fragrance samples for $1 plus shipping.
They sold 6,000 sets in 24 hours.
“Sales looked great because thousands and thousands a week were going out.”
– Adam Bouris
But the math told a different story.
Customers paid $1 plus $10 shipping. The actual shipping cost was $7-12 per unit. Add production, logistics, and overhead costs.
The result?
A 60% loss on every order. Ouch.
“We would’ve been better off turning the website off.”
– Adam Bouris
Meanwhile, their team had grown from 28 to 44 people, but profits weren’t following.
Their initial approach followed conventional wisdom:
Despite growing revenue, operational costs were suffocating the business.
“One of the biggest problems founders make is they worry about the now instead of what’s on the other side of that decision. We were hiring people to fix problems six months away. That’s so stupid.”
– Adam Bouris
Who Is Elijah made a complete operational reset, including two critical changes:
Profitability improved. They also became more agile and innovative.
“I learned how to be a CFO the hard way, but I’m glad that I went through the pain.”
– Adam Bouris
You can build efficient operations without an MBA or years of corporate experience. It starts with digging into four areas.
To understand your profitability create a system for tracking your unit economics.
Start with the three numbers that matter most:
1. Revenue per order
2. Direct costs per order
3. Operating costs per order
This is a starting point. The rest of your numbers (tools, complex calculations, etc.) can come later.
Pro tip: Use a tool like Cin7 to automate this tracking. The investment pays for itself by identifying profit leaks.
When problems arise, the tendency is to:
Instead, step back and design systems that prevent future issues.
Start with your three most time-consuming processes, e.g., order fulfillment, customer services, and inventory management.
For each process:
Your supply chain impacts everything: cash flow, customer satisfaction, and profitability. Here’s how to optimize it:
First, map your current supply chain:
Then, negotiate better terms. Here’s an email template:
Hi [Name],
We’ve been working together for [X months/years] and have purchased [$ amount] of inventory during this time. I’d like to discuss ways we can grow our partnership.
Specifically, I’d like to explore:
1. Volume-based discounts
2. Extended payment terms (Net-30 or Net-60)
3. Priority shipping/fulfillment
Could we schedule a quick call next week?
Best,
[Your name]
Before adding employees, see what tasks you can automate. Here are some processes to tackle first:
Process | What to Automate | Popular Tools |
---|---|---|
Order Management | Order confirmation emails, fulfillment triggers, tracking updates | Shopify Flow, Order Desk, Mesa |
Shipping & Logistics | Label creation, carrier selection, rate optimization | ShipStation, ShippingEasy, Shippo |
Customer Service | FAQ responses, order status updates, return requests | Gorgias, Zendesk, Re:amaze |
Inventory | Low stock alerts, reorder points, supplier notifications | Stocky, TradeGecko, Skubana |
Marketing | Content scheduling, performance tracking, competitor monitoring | Semrush, Buffer, Klaviyo |
You don’t need to do everything at once. Start by answering these questions:
Pick the area that needs the most work. Focus there first.
If you want more ideas, read our ecommerce marketing guide, which has 11 ways to increase your traffic and sales.
The post 5 Proven Ecommerce Growth Strategies ($0 to $100 Million) appeared first on Backlinko.
2024-12-30 06:57:52
Want to know why some plumbing businesses dominate Google’s first page while others struggle to get noticed?
It’s not luck.
These plumbing companies all focus on the same core SEO strategies.
Take Deer Valley Plumbing Contractors, for instance.
They appear in Google’s 3-Pack when prospective customers in their area search for “plumbing company” and other related keywords.
And they have notably more reviews than the competition.
Their site also ranks for 3K keywords.
This helps Deer Valley Plumbing Contractors drive 2.7K organic visits to their website each month.
Traffic that would cost an estimated $44.7K per month in Google Ads.
The best part?
With SEO for plumbers, your business can achieve similar—or better—results.
In this guide, you’ll learn SEO fundamentals that’ll help your site rank higher, from local search to link-building.
But first, let’s start with a quick overview of what exactly plumbing SEO is.
Plumbing SEO is a set of practices that increase a plumbing company’s website’s visibility in search engines like Google.
SEO for plumbers includes:
SEO has many benefits for plumbers—especially if you’re at the top of the search engine results pages (SERPs).
This includes attracting more qualified leads, building authority, and increasing revenue—all without spending a dime on advertising.
Think about how people search for plumbers today.
When a homeowner’s water heater fails at midnight, or their kitchen sink backs up before a dinner party, they immediately grab their phone and search Google.
SEO increases your chances of showing up in these searches, helping you get more ready-to-hire leads.
And you have plenty of opportunities—246,000 people search for “plumbers near me” in the U.S. every month.
But that’s far from the only search term getting traffic.
Countless people search for standard and urgent plumbing-related terms monthly:
When your website ranks at the top of Google for these terms, you’re essentially setting up a 24/7 lead generation system.
Ready to outrank your competitors and capture more high-value plumbing leads?
These six SEO strategies work together to boost your search visibility. And convert website visitors into paying customers.
The first step of any plumber SEO campaign is keyword research.
This involves identifying relevant keywords based on key metrics like search intent, volume, and keyword difficulty. And conducting research into your competitors’ keyword strategies.
A tool like Semrush’s Keyword Magic Tool is helpful for conducting keyword research.
Note: A free Semrush account gives you 10 searches in this tool per day. Or you can use this link to access a 14-day trial on a Semrush Pro subscription.
Enter a seed keyword like “plumbing company” into the Keyword Magic Tool.
You’ll see a list of keyword ideas and some important information about each term.
This includes “Intent.”
Search intent is the reason behind a user’s search—it tells you why they searched and what they were hoping to find.
There are four types of search intent.
Including:
For example, “plumbing company” has commercial intent.
This means the user’s goal for this search is to research plumbing company options, read reviews, and view services, making it a good term to target on a service page.
But if someone searches “how to fix a leaky faucet,” (which has informational intent), they expect to find detailed DIY instructions with photos or videos.
See the difference?
Next, let’s look at two other crucial metrics:
While you’ll likely have broad keywords on most pages, if you have a newer site (or one that lacks authority), you’ll also want to target terms that’ll be easier to rank for in the SERPs.
Local keywords often have this perfect combination—moderate search volume with lower competition in specific service areas.
For example, “plumbing companies in phoenix, arizona” gets 70 searches per month and has a low keyword difficulty score of 27.
You might use this term on a location page to target local customers.
Continue researching keywords to target on each page of your site—making sure to adjust your focus for each page’s specific purpose:
Your target audience likely has a lot of questions about plumbing problems and hiring a plumber.
These questions make great topics for FAQ pages and blog posts.
Here’s how to find them using the Keyword Magic Tool:
Search for a broad keyword like “drain repair” and apply the “Questions” filter.
The tool will return options like:
All of the above topics have informational intent, which means they’d work well as step-by-step tutorials on your blog.
Plus, answering these questions with high-quality content will help you establish expertise.
As you review the questions, pay attention to volume and KD scores—the lower the KD, the easier it’ll be for you to rank for each term.
You don’t have to start from scratch when finding keywords—analyze what’s already working for your successful competitors.
A tool like Semrush’s Keyword Gap can help you with this.
First, enter your URL and up to four competitors’ URLs. Hit “Compare.”
Now, you’ll see an overview of your site’s keyword performance compared to your competitors.
Including how many ranking keywords you and each of your rivals have.
As you review the reports, pay special attention to three key opportunities:
These are opportunities to target these keywords on existing pages.
And create new content to knock your competitors off the SERPs.
If they have a blog post on how to clear a clogged drain, create a better version with step-by-step photos and videos.
If they list services, include pricing guides and customer case studies.
Aim to outrank them with higher-quality content that diverts traffic away from their site to yours.
Local SEO is vital for plumbers.
Why?
Because when someone conducts a search with local intent, such as “plumber near me” or “plumber in [city],” Google shows three local businesses at the top of the page.
This is the 3-Pack I mentioned earlier in the article—and it’s prime real estate for plumbers.
Let’s make sure your business shows up there.
Start by claiming your free Google Business Profile (GBP). If you’re not sure how to do this, follow Google’s tutorial.
Add your business name, address, and phone number (NAP) to your profile.
Double-check that you’ve entered everything correctly.
Accurate NAPs show Google your business is trustworthy, which helps increase your chances of ranking in the Map Pack.
Next, create a keyword-rich business description that includes important terms for your business.
This will be the services you offer and any standout features like “local plumbing business” or “emergency plumbing repair.”
For example, Maloney Plumbing and Drain Services included key terms like “plumbing repair” and “drain clearing” in their company overview.
They also referenced the location they serve: “Phoenix.”
Add as many relevant service categories as possible—from sewer cleaning to garbage disposal installation.
The photos section isn’t just about showing you exist.
Your images should build trust and show potential customers exactly what to expect:
Finally, post updates.
This shows searchers and Google that you’re an active business with up-to-date information.
But it also lets you share vital details, communicate with customers, and highlight promotions and events.
With your GBP filled out, it’s time to focus on earning positive reviews—lots of them.
Reviews matter more than you may realize.
Seventy-one percent of consumers will not consider using a business if it has an average review rating below three stars.
Google also states that one of the three ranking factors for local search is “prominence,” which is defined by how popular a business is online and offline.
(Prominence includes review count and average review rating.)
So, how do you get more positive reviews?
You ask for them.
Most importantly, you make it easy for past clients to leave reviews.
For example, Total Service Plumbing created a dedicated review page on their website that links to each of their location’s Google Business Profiles.
Smart.
While having a page on your website is helpful, you’ll want to take a multi-pronged approach to collecting reviews.
For example:
Pro tip: Use a tool like Semrush’s Review Management to make it easy to track and reply to all your reviews (even negative ones) from your Google Business Profile and other directories. This shows you value customer feedback and want to improve your services.
A local citation is any mention of your business on the internet.
This includes your basic contact details, like your NAP.
Think Yelp, Angi, and Porch.com.
The key? Keep your information consistent everywhere.
Consistent business information tells search engines your business is legitimate and trustworthy.
But manually searching and verifying your citations is not a productive use of your time (or your team’s).
Use a tool like Semrush’s Listing Management tool to automate this process.
Listing Management automatically checks for issues like missing phone numbers and incorrect addresses and updates them for you.
This makes it easy to maintain updated and accurate listings across multiple directories and keep your local SEO on point.
On-page SEO is the practice of improving webpage elements so your website ranks higher in SERPs and earns more relevant traffic.
Here’s how to optimize your plumbing site.
Every webpage has specific spots where keywords make the biggest impact.
This includes the following elements:
Pro tip: SEO plugins like RankMath and Yoast SEO make it fast and easy to customize title tags and meta descriptions on your site. The plugins will also alert you when you’ve forgotten to add metadata, helping ensure you keep up with on-page optimization.
You’ll also want to add your target keyword to the H1 (aka the headline) of each page.
For example, plumbing company Benjamin Franklin uses the keyword “Residential Leak Detection Services” on its H1 for one of its service pages.
H1s tell Google and readers what your page is about.
Pro tip: Every service page needs a unique H1—aka, don’t use “Plumbing Services” on multiple pages.
Use subheads (H2, H3, H4) to organize your content. Include keyword variations in them naturally.
For example, Benjamin Franklin uses “The Types of Plumbing Leaks We Repair” as an H2 and has “Common Signs of Plumbing Leaks” underneath as an H3.
You’ll also want to add descriptive alt text to your images.
This helps Google understand what your images show and ensures your site is accessible for those using screen readers.
For example, alt text for this image could be: “Professional plumber in uniform inspecting under-sink plumbing while showing digital tablet to homeowner in kitchen.”
Further reading: SEO Content: Complete Beginner’s Guide
Schema markup is code that helps search engines understand your content better.
It’s a common practice to put this code on all webpages, especially service and location pages.
When done right, it can make your listing stand out with rich snippets that include:
Like this plumbing company that shows up when searching for “clogged drain repair in San Diego.”
The listing features a 4.8 star rating and shows the business has over 8K votes, helping to instill confidence in searchers.
Use Google’s free Schema markup generator tool.
Select “Local Businesses” for the data type.
Enter the URL of the webpage and click “Start Tagging.”
This takes you to the webpage where you highlight or tag the content needed for the code.
Once you’re done tagging the page, click “Create HTML.”
Copy the script block and paste it to the head section of your webpage’s HTML.
Too technical for you?
Hire a developer or tech-savvy friend to help you with this step.
It’s worth the hassle, as it can help your plumbing business stand out in the SERPs.
As you add more pages to your site and blog, you’ll want to make sure you’ve properly implemented on-page optimization.
Semrush’s On Page SEO Checker can help you with this—it automates the process, so you don’t have to check each page manually.
Enter your URL and click “Get ideas.”
Click the “View all pages & ideas” to view the full list of pages it found to optimize.
Click the blue “Ideas” button for any page to view the suggestions.
For example, you’ll see recommendations like avoiding keyword stuffing in content, creating more informative contentm, and providing more relevant meta descriptions.
It’ll also give you tips on how to score featured snippets for certain keywords.
Make the necessary changes to help give your site a boost in the SERPs.
Creating helpful, high-quality content for your audience is a big part of SEO.
It can also drive long-term results and steady organic traffic over time.
Let’s look at how you can use content marketing to attract leads and instill confidence in prospective customers.
People who have a clogged toilet might not want to hire a plumber right away.
They might first try to fix the problem themselves—this is when they try to find answers online.
As a plumber, you’re in the best position to teach them how to unclog a toilet.
Like Benjamin Franklin did on its blog:
With step-by-step instructions, Benjamin Franklin gives its target customers the information they need to handle the job themselves.
But they also include hiring a pro as an option to encourage those who don’t want to DIY to give them a call.
Nice.
Sounds simple enough, right?
Well, you’ll be competing in the SERPs with countless other plumbers who are targeting the same keywords for the same topics.
So, how do you stand out?
By following Google’s quality guidelines for content: experience, expertise, authoritativeness, and trustworthiness (E-E-A-T).
Here’s how:
Location and service pages are exactly what they sound like.
They’re dedicated webpages for every service and location of your business.
If you have 10 different plumbing services, you need to create 10 separate pages describing each service.
For example, Jimmy Joe’s Plumbing has a separate page for everything from backflow prevention to home remodeling plumbing.
If you have multiple locations, you’ll also want to create dedicated pages for each one.
Like John the Plumber did in Florida.
Its site has pages for each location with city-specific content on each one.
Pro tip: Create unique content for each location page—don’t copy/paste. Duplicate content is a big no-no in SEO and can negatively impact your rankings.
Semantic keywords are keywords that are related to your target keywords.
It’s important to add semantic keywords to your content because it helps Google understand the context of your content.
You can use keyword research tools to find related keywords based on a seed keyword.
But you can also type a word in Google and view the People Also Ask section.
For example, typing in “heater installation” reveals semantic and question keywords you can target in content.
Technical SEO is the process of improving your website’s technical aspects.
In other words, it needs to be fast, mobile-friendly, and secure.
But if you’re not a technical person, don’t worry.
I’ll teach you how to run an audit and check your site’s speed with user-friendly tools.
An audit can identify issues with your site, particularly page errors that affect your site’s performance and health.
For instance, broken links and pages can damage your website’s ranking and authority.
Tools like Ahrefs and Semrush offer free website audit tools.
For example, Semrush’s Site Audit tool lets you audit up to 100 pages per month on Semrush’s free plan.
Enter your website’s URL and click “Start Audit.”
You’ll get an email when the report is ready.
The tool will provide an overview of your site’s performance.
This includes everything from a site health score to categorizing site issues by severity: Errors (high), Warnings (medium), and Notices (low).
Click on the “Issues” tab to learn how you can improve your site’s pages.
Some common errors you might see include:
If it takes your site longer than three seconds to load, 53% of visitors will abandon it, according to Google Consumer Insights.
So, if you have a slow site, it could be causing you to lose valuable plumbing leads.
Use a free web speed analysis tool like GTMetrix to check your site’s loading speed.
Enter your website’s URL and click “Test Now.”
After the analysis, you’ll get a grade, which tells you how well your site is performing, along with an overview of Core Web Vitals metrics.
Core Web Vitals measure the speed, interactivity, and visual stability of your site.
Scroll to the “Top Issues” section to learn what your site’s errors are and how to fix them.
Prioritizing technical SEO helps ensure your site delivers the fast and intuitive experience users expect.
Link building is the process of getting other sites to link to a page on your website.
These links, called backlinks, play a big role in your site’s search ranking.
Here’s how to build your backlink profile, starting with a little competitor research.
Use Semrush’s Backlink Analytics tool to learn valuable information about your competitors’ backlink profiles.
This includes the total number of referring domains and backlinks they receive and their authority score.
View the “Referring Domains” report to see who is linking to your competitors.
(So you can try to get them to link to you, too.)
Some referring domains might be directories you can add your business information to, and others may be sites you can try to guest post on.
Think about plumbing-related content that a website within your industry might be interested in.
Some examples of websites that might feature plumbers include:
Here’s an example of a guest blog from Precision Air & Plumbing for a home insurance website.
Finding websites that publish plumbing-related content can take time.
One way to speed things up is to use a tool like Semrush’s Link Building Tool.
Enter your URL and click “Start Link Building.”
Add your keywords, like “plumber in chicago” and “emergency plumber chicago” and click “Keywords” on the bottom.
This brings you to the next page, where you can add competitors.
Click “Start Link Building.”
Click “View prospects” on the pop-up.
Sort the list by highest AS (Authority Score).
This shows you the most reputable websites on this list.
Use your judgment to choose websites that are likely to accept guest posts.
Click on the icon to open the link to see plumbing-related content that’s published on the prospect’s website.
In this example, we clicked on wikiHow’s link and learned that the co-author is a professional plumber.
This points out an opportunity to reach out to major sites and offer your expert input for articles.
This can be a great way to build backlinks for your site while highlighting you as an industry expert.
Make a list of prospects and pitch topics that match what the sites publish and are relevant to your target audience.
While not all sites will provide backlinks, it’s still a valuable way to get your name—and your plumbing business’s name—some positive press mentions online.
Further reading: 6 Best HARO Alternatives (Expert Review)
When it comes to backlinks, focus on quality over quantity.
This is why it’s a good idea to check for low-quality backlinks.
Low-quality links can come from:
These links may hurt your site’s ranking.
Check for toxic backlinks with Semrush’s Backlink Audit tool.
In the Overview tab, click on the number in red (your total toxic backlinks) under the Overall Toxicity Score.
This shows you all of your site’s toxic backlinks and their source pages.
Hover over each of the links to see the reason why the link was labeled as toxic.
If you determine the link needs to go, try reaching out to the website owners and requesting to have the link removed.
If you can’t get these links removed, you can disavow them as a last resort.
Disavowing links tells Google not to take these links into account when determining rankings for your pages.
Google advises to disavow links only when:
Read Google’s guidelines on disavowing links before attempting this step.
If disavowing is the right move, the Backlink Audit tool can help you with this process.
Click the blue icon featuring a circle with a slash (“Move to Disavow list”) to move URLs to a disavow list.
Go to the “Disavow” tab.
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On the next page, you’ll see the links you’ve added to the tab. Click the “Export to TXT” button.
Go to the Google Disavow Tool and upload the .txt file.
Once done, Google will no longer consider these links when ranking your site or pages.
SEO isn’t a quick fix.
But it’s one of the most effective marketing strategies to get new plumbing customers.
With a bit of research and help from tools like Semrush, you can flood your business with high-quality leads (without spending a fortune on ads).
I’m talking crushing your local competition in Google Maps, ranking #1 for emergency plumbing keywords, and turning your website into a 24/7 lead generation machine.
Ready to rank higher for local keywords?
Check out the top local SEO tools for plumbers that will help you dominate the SERPs.
The post SEO for Plumbers: How to Rank Higher & Get More Customers appeared first on Backlinko.
2024-12-28 22:06:53
Google reviews play a huge role in a brand’s success.
Especially positive reviews.
That means it’s a good idea to think about how to get more Google reviews for your business.
To illustrate why, let’s go over some of the advantages.
By collecting Google reviews, you can:
Set up a Google Business Profile (GBP) for your business if it doesn’t yet have one.
This is a free business listing that appears in places like Google Maps and Search.
It also stores your Google reviews, as this GBP from Diablo & Sons Saloon shows:
Go to the profile creation tool and follow the steps to add your business to Google.
This involves providing information like your business’s name, category, and website URL.
If a profile for your business already exists, claim it or follow Google’s steps to request ownership from the current owner.
Once you have control of your GBP, choose a verification method (email, text message, etc.).
Google may take up to five business days to verify your profile. You can use it to collect Google reviews after that.
Pro tip: Use a tool like Semrush’s Listing Management to automatically distribute your information to GBP and dozens of other directories all at once. You can also manage these listings within the tool.
If you wow customers with amazing products, services, and customer support, they’ll be more likely to leave you a Google review.
This is the best way to get good Google reviews.
Why?
Because people are more motivated to take action when they feel strongly about something.
Like writing a glowing review to tell others about their phenomenal experience with your business.
Share your Google review link everywhere users may see it so they can easily leave you a review.
There are a few ways to get your Google review link through your GBP.
Alternatively, use Semrush’s free Google review link generator.
Launch the tool, type your business name into the search bar, and then use the drop-down menu to select your business.
Once you’ve selected your business, the tool will generate short and long Google review links for it.
We recommend using the short link, as it looks cleaner.
Copy your Google review link and share it in places like your:
For example, Bunny & Co. has placed a Google review link in its website’s footer:
Preparing a QR code customers can scan to access your Google review link is helpful when clicking a link isn’t convenient.
Like when:
A handy way to create a QR code for your review link is with Semrush’s Google review link generator.
After creating your Google review link with the tool, enter your email address into the “Wait! There’s more…” section and click “Send me QR & prints.”
Then, check your inbox for QR code assets you can use.
Responding to your Google reviews signals that you take feedback seriously.
This can motivate prospects to leave reviews in the future after they become customers.
Plus, research from Shout About Us reveals that up to 76% of customers may update their negative reviews if you reply and take steps to address their concerns.
So, respond by:
A tool like Semrush’s Review Management makes it easy to monitor and respond to your Google reviews.
Here’s how it works:
Open the tool and enter your business’s name, site, or phone number into the search bar.
Then, select your business from the drop-down menu.
Click the “Try it now” button on the page that loads.
Follow the steps to sign up for Semrush Local.
Once you’ve set up the tool, click the “Review Management” tab.
Scroll down the page to see your reviews.
Click the “Not Replied” filter to view only those you haven’t responded to yet.
The tool will suggest AI-generated replies to your Google reviews.
Modify any reply as you see fit and click “Reply” to submit it.
Take a page out of Giordano’s book if you can.
The pizza chain replies to every Google review it gets—both good and bad.
Emailing customers to ask for a Google review right after they buy from you is a good way to get reviews while their experiences are still fresh in their minds.
Here’s an example of an email requesting a Google review from Love and Logic:
Note: Trying to influence reviews through tactics like offering incentives, discouraging negative feedback, and buying or faking reviews violates Google’s policies and can result in penalties.
You can also use an email marketing platform to automate your customer feedback emails instead of sending them manually.
Creating physical cards asking for Google reviews works well if you interact with customers in offline situations like:
Some cards have QR codes for customers to scan, but you can also use cards embedded with near-field communication (NFC) technology.
If you do, customers just need to activate their phone’s NFC feature and tap it against the card to visit your Google review page.
This Instagram post from Zappycards shows how it works:
The result?
Leaving a review becomes even more convenient.
To get more good Google reviews if you’re engaging with customers in person, just ask.
You may even receive more reviews this way than waiting for customers to take action on their own.
Good times to ask for a Google review include:
And here’s a sample script you can try:
“Thanks for stopping by today! If you enjoyed your time with us, could you take a couple of minutes to leave us a Google review? Thank you so much!”
Consider teaching users how to leave you a Google review.
If they need help, this could help you get more reviews than you might get otherwise.
Drs. Najem & Lehky Orthodontics does this by sharing step-by-step instructions with screenshots:
And Rehab In Motion posted an Instagram video demonstrating how customers can leave it a Google review:
Getting more Google reviews doesn’t have to be complicated.
Focus your energy on two things: making it super easy for customers to leave reviews and delivering service that’s worth talking about.
Then, use tools like Semrush’s Listing Management to keep listings updated and accurate across the web.
Ready to level up your local SEO strategy?
Read our definitive guide to local SEO to learn how to dominate your local market step by step.
The post How to Get More Google Reviews: <br>9 Proven Tips appeared first on Backlinko.
2024-12-28 22:05:14
Publicly launched in February 2024, Bluesky is a microblogging social network, widely considered an alternative to X/Twitter.
During the invite-only stage, Bluesky attracted an audience of 3 million registered users and has since grown to become a popular social media platform with over 27 million users and counting.
Read on to find all the latest Bluesky usage statistics for 2025.
According to the latest update, Bluesky currently has 27.44 million registered users.
Bluesky crossed the milestone of 20 million users in November 2024.
Here’s a table with number of Bluesky users over time:
Date | Bluesky Registered Users |
---|---|
September 15, 204 | 10 million |
October 19, 2024 | 12.11 million |
October 24, 2024 | 13 million |
November 13, 2024 | 15 million |
November 20, 2024 | 20 million |
December 19, 2024 | 25.9 million |
January 4, 2025 | 26.31 million |
January 14, 2025 | 27.44 million |
Sources: Bluesky, Jaz’s Bsky Stats, Statista, TechCrunch
Monthly downloads of Bluesky on Google Play and App Store combined were 1.76 million in December 2024.
As of November, annual downloads worldwide of Bluesky in 2024 amounted to 16.52 million.
Here’s a table with monthly downloads of Bluesky app worldwide across Google Play and App Store combined:
Date | Bluesky Downloads |
---|---|
February 2023 | 0.02 million |
March 2023 | 0.09 million |
April 2023 | 0.58 million |
May 2023 | 0.25 million |
June 2023 | 0.09 million |
July 2023 | 0.62 million |
August 2023 | 0.32 million |
September 2023 | 0.47 million |
October 2023 | 0.63 million |
November 2023 | 0.41 million |
December 2023 | 0.51 million |
January 2024 | 0.18 million |
February 2024 | 1.25 million |
March 2024 | 0.16 million |
April 2024 | 0.26 million |
May 2024 | 0.08 million |
June 2024 | 0.3 million |
July 2024 | 0.07 million |
August 2024 | 0.76 million |
September 2024 | 2.85 million |
October 2024 | 2.76 million |
November 2024 | 7.85 million |
December 2024 | 1.76 million |
Source: Statista, Appfigures
According to recent data, Bluesky app has 3.5 million daily active users in the US and UK.
Source: Financial Times
According to latest data, visits to Bluesky website reached 154.68 million in December 2024, showing a 93% increase since October 2024.
Here’s a detailed breakdown of Bluesky website visits:
Date | Bluesky Website Visits |
---|---|
June 2024 | 17.41 million |
July 2024 | 16.48 million |
August 2024 | 21 million |
September 2024 | 67.09 million |
October 2024 | 80.16 million |
November 2024 | 157.04 million |
December 2024 | 154.68 million |
Source: Semrush
In December 2024, the United States accounted for over half (55.7%) of website traffic to Bluesky website, followed by the UK (6.97%), Japan (6.75%), Canada (3.05%) and Brazil (3.01%).
Source: Semrush
According to Bluesky CEO (Jay Graber), the countries with the highest number of Bluesky users are the United States, Japan, and Brazil.
Source: Bluesky
Bluesky raised $23 million across 2 rounds to date, including its latest $15 million Series A funding round announced in October 2024.
Here’s a breakdown of all funding rounds of Bluesky:
Date | Funding Amount, Round |
---|---|
July 2023 | $8 million, Seed |
October 2024 | $15 million, Series A |
Source: TechCrunch
Bluesky has 20 full-time employees and 100 contractors who work as content moderators. Bluesky operates with a fully remote team.
At the time of writing, Bluesky had 2 publicly available job postings on its website.
Source: Bluesky, Platformer
That’s it for my list of Bluesky user stats.
Bluesky is currently one of the fastest-growing social networks but as a private company they don’t disclose many details. So I did my best to find recent data from multiple sources to bring you the latest stats on one page.
The post Bluesky Statistics: How Many People Use Bluesky? appeared first on Backlinko.
2024-12-27 22:40:07
Generative AI refers to technology that uses machine learning models to create content. Machine learning models are computer programs that seek to replicate aspects of human intelligence.
These models can produce various content formats, including code, text, visuals, audio, and video.
Various programs have the ability to learn almost any kind of information.
For example, different generative AI models can understand coding, visual, scientific, and human languages.
OpenAI’s ChatGPT is a popular example of a model that understands and produces textual content.
In this article, we’ll explore how this and other gen AI tools work.
Gen AI uses libraries of existing material to produce original content. Here’s how the process works.
The technology generates content based on user prompts.
Depending on the tool you use, you may be able to enter freeform, text-based prompts.
Suppose you want to generate a description for a new ecommerce item.
A simple ChatGPT prompt could look like this:
“Write a 100-word product description for [insert product details]. Use a friendly, upbeat tone of voice.”
Some AI tools use parameters rather than freeform input.
For example, Semrush’s Ecommerce Booster app generates ad descriptions based on keywords, text length, readability, tone of voice, and format settings.
Once the system receives the user’s prompt, it uses machine learning models to generate content.
These models train using libraries that may contain billions of pieces of existing content.
As they train, the models learn the components and structures of this existing content. Then, they use what they’ve learned to generate “new” material. (It’s not truly new as it’s based entirely on existing content.)
The mechanics of the content generation process vary, depending on the type of output.
Some of the most common models include:
The standard generative AI meaning doesn’t include all types of artificial intelligence.
Unlike gen AI, so-called “normal” AI analyzes and synthesizes data rather than generating new outputs.
Here are two other types of AI:
Now that we’ve covered a comprehensive generative AI definition, let’s take a closer look at some of the most widely used gen AI tools.
ChatGPT is an AI chatbot developed by OpenAI that produces text responses to prompts.
Like this:
ChatGPT can do a range of tasks, like creating lists, producing code, and answering questions.
It also generates outlines and creative content.
How does ChatGPT work?
It uses generative pre-trained transformer (GPT) technology to produce human-like responses to text prompts.
OpenAI also offers custom GPTs—versions of ChatGPT that perform specific tasks using personalized prompts.
For example, you could create a custom GPT to edit written content to reflect your brand voice.
Further reading: ChatGPT for SEO: Ultimate Guide, Tips & Prompts
Like ChatGPT, Claude is an AI chatbot that generates text responses to prompts.
Claude can also analyze the content you upload (like a spreadsheet or a PDF).
It then provides summaries or answers questions based on your prompts.
Claude can assist with tasks like AI copywriting and content generation, too.
In your prompt, you can include guidelines for the format and style of content you want to create.
Similar to ChatGPT and Claude, Gemini (formerly Google Bard) is another AI chatbot that provides text responses to prompts.
Like this:
As a Google app, Gemini is integrated with many Google products. This lets you verify its responses via Google Search with one click.
You can also prompt Gemini to summarize files in Google Drive, like a virtual assistant.
Another AI chatbot, Microsoft Copilot generates multimedia responses to prompts.
Along with producing a text answer, it shows you relevant images and links from Bing’s search results.
DALL-E is a text-to-image generative AI tool developed by OpenAI (creators of ChatGPT) that generates images based on prompts. Like this one:
In addition to describing the contents of the image, prompts can also request a style.
The more specific and detailed your prompt, the more likely the image will meet your needs.
DALL-E uses a diffusion model to analyze images and look for patterns in the components.
Then, the image generation app uses what it’s learned to piece together its own AI image.
Note: A diffusion model adds random noise (variations) to available training data. Then, it reverses the process to recover the data and create new combinations of information.
Midjourney is a text-to-image generator that uses diffusion models and LLMs to create realistic content.
Like this:
Compared to DALL-E, Midjourney’s prompts are often much more complex.
For example, prompts typically need to include things like style and composition guidelines to get the best results.
Unlike many other generative AI tools, Midjourney isn’t a standalone app but a Discord bot. To use it, you’ll need to join the Midjourney Discord server and prompt the bot.
Here are the most common applications of generative artificial intelligence today.
Generative AI tools let you quickly brainstorm marketing campaign ideas as well as draft blog posts and articles.
AI marketing software also helps with rewriting content and applying a consistent tone of voice.
For example, a tool like Semrush’s ContentShake AI generates written and visual content in seconds.
Even better?
It guides you through the whole process—from ideation to publication.
Here’s how to use it:
Head to the app and click “My own idea” from the main dashboard.
Then, enter your topic and hit “Start writing.”
Review the suggested title, target keywords, word count, tone of voice, and readability level.
Then click “Create article.”
Read through the AI-generated article.
Hit “Publish” to proceed as is or “Go to regenerate” to start again.
To edit and optimize the content manually (which we recommend you do), click “Go to editor.”
Use ContentShake AI’s preset prompts to speed up the optimization process.
You can even enter your custom prompts in the chat window.
Another Semrush tool, the SEO Writing Assistant, includes AI features to help you write online marketing content faster.
It also checks the SEO potential of your work.
Head to the tool and click the “+ Analyze new text” button on the tool dashboard.
If you’ve used the tool before, click the “Set a new goal” drop-down.
If you’re using this tool for the first time, input the keyword you intend to target and click “Get recommendations.”
Draft or outline your content.
Then, use SEO Writing Assistant’s AI features to improve your writing.
Select any phrase, sentence, or paragraph and click “Expand” to elaborate on those sections.
Review the content for accuracy and style.
Then, click “Accept,” “Reject,” or “Try again.”
Alternatively, open the “Smart Writer” drop-down and select “Rephraser.”
Input your text and choose one of the four optimization options.
Then, click “Rephrase.”
Review the AI-generated ideas and click “Rephrase” again to generate more.
Use the copy button to choose where to paste the text, or click “Replace and close” to insert it where the cursor is positioned.
Use the AI-powered Smart Writer to elaborate on existing content.
Write at least a few sentences.
Then, click “Compose” to generate more copy.
Select the “Ask AI” feature to submit custom questions or prompts.
Then, click “Ask.”
As you create your content, keep an eye on the score in the upper right corner.
This score factors in readability, tone of voice, originality, and SEO. The higher the score, the better optimized your content is and the easier it is to read.
You can take advantage of AI advertising tools to generate both copy and creatives for your paid promotions.
For example, Semrush’s AI Writing Assistant allows you to compose ad headlines quickly.
Open the app from the Semrush App Center and select “All Tools” > “Social Media & Ads.”
Then, choose either “Facebook Headlines” or “Google Ads Headlines” to generate ad headlines.
Or “Facebook Primary Text” or “Google Ads Description” for ad description text.
Then, select a language, creativity level, and tone of voice.
Next, input your audience and product name details and write a short product description.
Click “Generate” when you’re ready.
Review the results and save any headlines you like—or copy and paste them directly into your ad platform.
To generate complete ad creatives, open Semrush’s AdCreative.ai.
Enter your domain or landing page and click “Import Brand” to add brand elements.
The app automatically identifies your brand name, logo, and colors.
Review them and click the “Create Brand” button.
Note: If you’ve already set up a brand, click “Create a Brand” from the “Brand Setup” section to add a new one to your dashboard.
From the list of asset types, select “Ad Creatives.”
Choose the creative format that best fits the advertising platform and hit “Next Step.”
Click the “Generate Texts” button to create text with AI.
Then click “Next Step.”
Input some information about the content you want to generate.
Then click “Save & Generate.”
Upload a background image, crop it if necessary, and enter a project name (optional).
You can also use the app’s image search engine to source background images.
Finally, click “Generate.”
Check the box below each of the AI-generated assets you want to use, and hit the “Download” button.
You can now upload the digital assets to your ad platform and set up your ad campaign.
Film, animation, and gaming studios use generative AI to produce creative content more efficiently.
With advanced AI tools, they can generate realistic 3D models, avatars, and video content.
For example, large gaming studios can use gen AI to create more photorealistic characters or speed up game design workflows.
Software developers are able to code programs and applications with generative AI tools like GitHub Copilot.
The benefits include writing more consistent code in various programming languages, debugging code faster, and improving developer efficiency.
Generative AI models serve the medical industry across a wide range of applications.
For example, medical researchers use gen AI for genome sequencing and drug research. While health practitioners use them for medical imaging and assigning accurate medical codes.
Auto manufacturers use AI models to improve vehicle design and implement in-vehicle AI-powered virtual assistants.
Generative design inspired BMW’s “Alive Geometry” in the Vision Next 100 concept car, which enables shape-shifting parts that interact with the driver.
[ss: bmw-vision-next.png]
Image Source: BMW
Many manufacturers also provide basic customer service using AI before involving human agents.
A 2023 Deloitte report anticipates that generative AI will lead to a 20% equipment availability increase and a 10% annual maintenance cost decrease for the automotive industry.
It’s impossible for generative AI models to learn or improve their processes and computations without training data.
However, training data doesn’t necessarily exist for every possible industry or use case.
To resolve this issue, generative models can themselves produce synthetic data for training purposes.
They also effectively address challenges and ethical concerns that may otherwise prevent industries from using generative AI.
For example, gen AI tools may create larger datasets for underrepresented groups. Or generate datasets that offer a more fair version of the original data.
To set appropriate expectations for any AI-generated content you produce, you should familiarize yourself with the pros and cons of using these models.
Here’s an example prompt using ChatGPT to tighten up a very wordy explanation of the law of inertia.
As compelling as these benefits are, they don’t necessarily mean anyone should create exclusively AI-generated content.
Human feedback, fact-checking, and manual editing can help ensure higher quality and improved accuracy.
Further reading: 15 Benefits of ChatGPT (+8 Disadvantages)
The main limitations of generative AI tools are that they:
Here’s what happened when we asked Notion AI to generate an opinion about the TV show “Family Guy”:
Although these limitations may seem daunting, they shouldn’t prevent you from using generative AI applications to improve your business’s efficiency.
Then, use your human intelligence to detect AI-written content bias, ethical considerations, and attribution issues. And tweak the content as necessary.
Although gen AI can certainly be used for good, it has the potential to create serious concerns.
As an example, deepfakes are digitally altered photos or videos that make the subject appear to be another person.
They can be used to maliciously propagate false information.
Although deepfake detectors can increasingly identify images and videos that simulate another person, foolproof methods to alleviate these concerns don’t yet exist.
Instead, it’s essential to analyze content closely for anomalies. And to adhere to security protocols to protect sensitive information.
Because generative models create content that emulates existing visual, audio, and textual patterns, they have the power to mislead.
Particularly, their ability to mimic human language can be used for social engineering.
The European Union Agency for Cybersecurity defines this as:
“All techniques aimed at talking a target into revealing specific information or performing a specific action for illegitimate reasons.”
For example, gen AI models can encourage people to disclose sensitive information. Or compromise either personal privacy or their company’s security.
And as generative AI becomes more advanced, the infrastructure these models require may reach an unsustainable scale.
Keeping up with computational demands and coming up with the capital necessary to fund it is an ongoing concern for AI model developers.
Generative AI has consistently made headlines since the launch of ChatGPT in November 2022 (and other foundation models shortly after).
However, the technology existed long before this date.
We list some major generative AI advancements in the table below.
A Brief History of Generative AI | |
---|---|
1947 |
Intelligent machinery In one of the first recorded references to artificial intelligence, Alan Turing used the term “intelligent machinery” in a research paper. The study explored whether machines could spot rational behavior. |
1950 |
Turing Test Turing developed the Turing Test, which evaluated conversations between machines and human brains to identify machine responses. |
1956 |
Dartmouth AI conference The Dartmouth Summer Research Project on Artificial Intelligence, considered the birth of AI, brought together AI experts. |
1961 |
ELIZA chatbot Joseph Weizenbaum developed the ELIZA chatbot, a psychotherapy program that could converse with humans. And one of the first examples of generative AI. |
1980s |
RNN architecture Several researchers advanced recurrent neural network (RNN) architecture. Furthering the development of this bidirectional artificial neural network. |
1997 |
LSTM networks Josef Hochreiter and Jürgen Schmidhuber invented long short-term memory (LSTM) networks, significantly improving the accuracy of AI models. |
2014 |
GANs and VAEs The development of GANs and VAEs dramatically advanced generative AI technology. |
2017 |
Transformer models Newly developed transformer models allowed gen AI systems to create natural language text for the first time. |
2018 |
OpenAI GPT OpenAI released GPT, a neural network that could generate human-like text and converse with users. |
2021 |
OpenAI DALL-E OpenAI introduced DALL-E to generate digital images from prompts through deep learning. |
2022 |
OpenAI ChatGPT, Midjourney beta OpenAI launched ChatGPT (also known as GPT-3.5), a transformer-based model that one million users adopted in only five days. Text-to-image generator Midjourney launched in beta the same year. |
While generative AI’s timeline is relatively long, many significant developments have happened in a few short years.
Given this rapid evolution, it’s reasonable to expect that gen AI will continue to develop quickly.
So, what will AI look like in the future? And how could it affect your industry?
Here are a few developments to monitor:
Further reading: 15 Must-Watch AI Trends to Empower Your Business
Whether you’re just getting started with generative AI or looking for ways to level up your AI skills, you need the right tools at your disposal.
Tools like Claude, ChatGPT, and Semrush’s AI-powered suite are game-changers for content creation.
Not sure which one to pick?
Check out our in-depth guide to the top 5 AI writing generators, where we break down the features, pros and cons, and pricing of the best tools on the market.
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