Six months ago, there was a core update that would’ve tanked your website. But it didn’t.

It didn’t because your team fixed your canonicals, redirection issues, duplication issues, and JavaScript rendering eight months earlier. It was the kind of drudge work a technical engineer or developer got stuck with because the ticket was last on their list.

And you don’t have any proof of it, not really. Other than the experience that comes from years in SEO and recognizing that your site had all the hallmarks of sites hit by the update.

It could’ve cut your traffic in half. It didn’t.

There’s no parallel internet timeline where you didn’t do the work, so there’s no way to confirm it. There’s no record.

This is why technical SEO ROI resists proof. It’s an inference problem with no control group, and we keep pretending it’s a reporting problem we can tool our way out of.

The internet doesn’t stop

We are in two open systems when we work in digital, at least: the internet and the market. Three, if you count the maturity and expectations of internet users. Four, if you count our own website infrastructure. More than that, really, but we don’t have time to list them all. 

The long and short of it is this: the sea we swim in is always shifting, moving, growing, and shrinking. There’s no way to pin down a single, solid “before” state, and there’s no clean way to project all of those influences into “what would’ve happened if I didn’t do anything?” We try to do it with things like Bayesian forecasting, but that’s still an educated guess.

Technical work might have an immediate impact on visibility today. Make the same change six months later, and it might not. That could solely be because Google decided to shift its crawl budget or change how it reads websites. 

Cause and effect come unstuck in time. Google recrawls and reindexes on its own schedule, so any effect lands far from the change and is washed out across a recrawl cycle, defeating the before-and-after pairing every clean test needs.

Just like SEO as a whole, there’s a lot we can’t control. Trying to track all of the changes across the web that might influence our website would result in many gray hairs and sleepless nights.

Technical SEO adds another layer because we rarely ship in isolation. It’s never just “here’s this single change to the website.” It’s “here are about 30 fixes from five different teams going out on a Thursday, so if things collapse, we have people on Friday who can triage.” (Please don’t ship on Fridays.)

Much of the technical work is also done to keep our heads above water: managing technical debt, or doing the work needed to stay on top of updated regulations and new releases of codebases or frameworks. Enhancements and improvements are tough. 

Technical work is a lot more like insurance or public health. You only realize how important it was when it stops working. What we’re doing with technical SEO is often disaster prevention, not building new cities. We can’t write an invoice for an earthquake that didn’t happen.

The control group was never there

Another reality of technical changes, SEO-led or not, is that most of them are sitewide and, by necessity, have to be sitewide. There’s no control group. Render pipeline, crawl budget, site speed. It touches everything at once, so there’s no untouched slice left to act as the control.

Two examples to consider:

• Sunsetting 301 redirects more than a year old: The server stops reading every redirect line on every page load. The benefit is crawl and resource efficiency, which is invisible in analytics.
• A migration done right: The win condition is “we didn’t lose traffic.” A flat line, maybe a slight uptick. Migration work only becomes visible when it fails.

Your only comparison becomes the past, which existed under different external conditions. Time itself is now the trick. The only things to compare are relative, over time, and incremental, and the results shift depending on which metrics you use to measure success and which assumptions you and your leadership bring to the conversation.

When possible, we do want to run a proof of concept. SEO A/B testing, essentially. Pick a segment, make the change there and nowhere else. Measure and decide. But that isn’t always possible, and it requires a different kind of buy-in.

We’re also at a point where LLMs make everything probabilistic. Every answer is personalized, and many of the measurements we rely on have become less deterministic.

So keep it relative

There are two levels of relative here:

• How to prioritize work.
• How to measure the impact.

How we prioritize the work helps determine the impact we want to make.

My approach to prioritizing technical work is to look at impact first. How much of the website does this issue affect, and how much of that impact lands on priority sections or pages? After that, it’s standard scoping and grooming discussions led by the development teams.

But for me, impact is what matters.

Now, when it comes to measurement and reporting, much of the SEO industry, myself included, is talking about how we actually measure everything now, not just technical work. We’re in a bit of a weird limbo because of everything LLMs have accelerated.

We don’t have the “what would’ve happened if…” for our own websites, but we do have our competitors. Observing how competitors’ websites respond to global events, such as Google updates, is probably the closest we’ll get to answering that question in technical SEO work. It’s an ROI-by-proxy adjacent to share of voice.

And the funding

Technical SEO is infrastructure. Insurance. If you’re having trouble getting it done or getting it funded, look at your framing.

At its core, technical SEO is insurance against the shocks of an open system. Treat it that way. It’s not a revenue driver.

Yes, it can deliver meaningful improvements and help that line go up and to the right, but the workhorse, the 80%, the majority of technical SEO, is keeping the engine running. The work doesn’t promise upside. It lowers the odds and the cost of getting tanked. The core update that didn’t sink you is the claim that paid out.

So do what I’ve recommended before and talk to finance. Learn how they quantify, value, and evaluate insurance, security, and infrastructure.

Start looking at your technical SEO that way. Start talking about it that way.

Technical SEO is growth resilience your flywheel can’t move without, not an investment you can’t justify.

Technical SEO changes can significantly improve how search engines access, understand, and evaluate your website.

The recommendations with the greatest potential impact carry the greatest implementation risk. URL changes, canonical updates, robots.txt modifications, internal linking updates, and site migrations can improve performance, but mistakes can also hurt crawling, indexing, and search visibility.

That’s why technical SEO isn’t just about identifying opportunities. Successful implementation requires evaluating impact, balancing effort and risk, coordinating across teams, and thoroughly testing changes before and after launch.

From audit to implementation to prioritization

The work isn’t done once an SEO audit is delivered. 

Prioritization is a critical part of technical SEO, requiring you to evaluate the severity of an issue, its expected outcome, the number of pages affected, the implementation effort, and any associated risks. 

Recommendations with the greatest potential impact often require buy-in from other teams because they also demand more resources and carry greater risk. A clear recommendation, test plan, and stakeholder alignment move implementation forward.

Understanding the issue and potential outcome

Not every technical SEO issue identified during an audit requires immediate action. Before prioritizing a recommendation, validate it with manual checks and the context you have about the site, including priority sections and technical limitations. 

For example, missing meta descriptions on non-priority pages or title tags that fall outside recommended lengths may be flagged by auditing tools because they’re easy to measure, not because they have meaningful business impact.

Technical SEO audits rely heavily on crawling tools and automated reports to identify issues at scale. While these tools are invaluable, they don’t always provide the context needed to determine business impact. 

A warning may represent a legitimate concern, an intentional decision, a platform limitation, or an issue with little to no measurable impact.

Evaluating impact, risk, and effort

Once an issue has been validated, the next step is determining how to address it and whether to recommend it to the client. 

When evaluating and prioritizing technical SEO recommendations for a development queue, consider the number of pages affected, the expected outcome, the required resources, and the potential risks. 

For example, updating a handful of title tags may carry relatively little risk, while changing URL structures or modifying robots.txt directives can affect thousands of pages and influence crawling, indexing, and discoverability.

Understanding the upside and downside supports informed decision-making, resource allocation, and planning that minimizes risk while maximizing potential benefits.

High-impact technical changes that require extra caution

The following recommendations are common technical SEO initiatives that can meaningfully affect site performance. The goal isn’t to avoid these changes, but to understand their potential implications, risks, and benefits before implementation.

1. URL updates and changes

Whether you’re reorganizing pages into a more logical folder structure, consolidating content, supporting a rebrand, or improving site architecture, URL updates are a common recommendation. 

For example, a business may move service pages from the root domain into a subfolder to better organize content and improve site navigation.

While URL changes can provide significant benefits, it’s important to ensure those benefits outweigh the risks and that a proper redirect strategy is in place. 

Search engines treat a changed URL as a new URL, making redirects critical for preserving rankings, traffic, backlinks, and other signals associated with the original page. Missing redirects, incorrect redirect mappings, redirect chains, outdated internal links, and outdated XML sitemaps can all negatively affect crawling, indexing, and discoverability.

Before moving forward with URL changes, create a redirect mapping plan. Ideally, validate and test redirects in a development environment before launch, then verify them again after launch and update your XML sitemap. 

The launch plan should also include updating internal links across the site and monitoring performance. Planning and testing URL changes preserve existing SEO equity while supporting broader site goals.

2. Canonical updates

Canonical tags help search engines determine which version of a page should be treated as the preferred version when duplicate or similar content exists across a site. They’re often used to consolidate ranking signals, avoid internal competition, improve crawl efficiency, and indicate which URLs should be prioritized for indexing.

For example, an ecommerce site may use canonical tags to consolidate parameter-based URLs or faceted navigation pages to a primary product or category page. However, applying a canonical tag to the wrong page template could unintentionally signal that an entire set of pages should be consolidated elsewhere.

Canonical updates seem straightforward, but mistakes can be difficult to identify once they’re deployed across a site and can negatively affect search performance. Take the time to review canonical targets and validate implementation. This lets you avoid sending conflicting signals to search engines that could cause important pages to lose visibility or, worse, fall out of the index.

3. Robots.txt file changes

The robots.txt file lets you control how search engines and other crawlers access content on a website. SEO recommendations involving robots.txt often aim to improve crawl efficiency, prevent low-value content from being crawled, or limit access to specific sections of a site.

For example, an SEO may recommend blocking filtered URLs, internal search results, or other pages that consume unnecessary crawl resources. When implemented correctly, these updates focus crawl activity on more important content.

However, robots.txt changes become risky when implemented incorrectly. A misplaced directive or overly broad rule could block important sections of a site from being crawled, limiting discovery and visibility. Another risk is accidentally deploying a staging robots.txt file to the live site, which can affect how crawlers access content.

Because robots.txt changes can affect large portions of a site, carefully test rules, review proposed changes to ensure they work as intended, and always verify the implementation after launch. Even a small update can have sitewide implications if the wrong URL patterns are affected.

4. Internal linking changes

Internal linking is highly valuable for content discovery, supporting priority pages, connecting related content, and guiding users through a website. This may include updating navigation elements, adding contextual links, consolidating content hubs, or improving pathways to key pages.

Over time, however, websites evolve, and internal linking often needs cleanup. Removing important links, creating orphaned pages, linking to staging environments, or accidentally linking to non-public URLs can negatively affect crawling and content discovery. Large-scale navigation updates can also affect how search engines access content, especially when key pages become harder to find.

As with any technical SEO recommendation, understanding the scope of the change is critical. A navigation update could affect thousands of pages, making it significantly riskier than adding a handful of contextual links to a few priority pages.

5. Site migrations

Every SEO team eventually manages a site migration, whether an organization is rebranding, changing domains, redesigning its website, or moving to a new CMS. Well-planned migrations can improve user experience, support long-term SEO performance, and positively affect the business.

However, site migrations are inherently risky because they often combine multiple technical SEO recommendations into a single initiative. Redirects, URL restructures, canonical tags, indexing directives, content updates, and internal linking changes can all happen simultaneously. With so many moving pieces, even a small oversight can significantly affect crawling, indexing, and visibility during launch.

Even the most well-planned migration can encounter issues if changes aren’t thoroughly documented, tested, reviewed, and validated throughout the process. That’s why pre-launch QA, post-launch testing, and ongoing monitoring are critical for identifying and resolving issues before they have a lasting impact on performance.

Working across teams to ensure success

Technical SEO updates often require multiple teams to work together to test and launch changes. This involves content teams, in-house developers, and multiple agencies. Clear communication is essential. 

Recommendations should be straightforward, testing and quality assurance should be built into the process, and success criteria should be clearly defined. You also need a plan to quickly identify and resolve issues if something goes wrong, minimizing any impact on performance.

Communicating recommendations effectively

Whether you’re discussing recommendations directly with the development team or documenting them in a structured ticket, recommendations should clearly define the issue, provide examples, and outline the required changes. 

Clear documentation helps set expectations, communicate the scope of the issue, identify the affected URLs, and define the expected outcome. It also lets you ask questions and raise concerns about the recommendation or the site’s limitations.

Testing in development environments

Whenever changes are made to a website, they should be thoroughly tested. Using a development environment lets you validate implementations, ask questions, and provide feedback before launch, helping confirm that everything works as expected while minimizing risk.

Post-launch testing and monitoring

Sometimes, a change that works perfectly in a development environment doesn’t behave the same way after launch. 

You should be ready to validate implementations, quickly identify issues, and begin troubleshooting as soon as changes go live. After launch, ongoing monitoring helps you measure the impact and catch issues early.

Balancing opportunity and risk

Most technical SEO recommendations focus on improving crawling, indexing, or site architecture. When implemented correctly, they can significantly improve how search engines access, understand, and evaluate a website.

Technical SEO implementation requires multiple teams working toward the same goal. As recommendations move from audit to implementation, misunderstandings, assumptions, or overlooked details can lead to unintended consequences.

That’s why technical SEO isn’t just about identifying opportunities. It’s about understanding the issue, evaluating potential impact, weighing the required development effort, and managing implementation risk. 

While no implementation is completely risk-free, thoughtful planning, clear communication, thorough testing, and ongoing monitoring can help identify issues early and reduce their impact. Approach them with the preparation, testing, and caution they deserve.

What happens to SEO when the same person owns paid campaigns, landing pages, reporting, email, social posts, sales requests, and last-minute website updates?

Usually, it waits. A lot.

The hard reality is that most small marketing teams know SEO can drive qualified demand, reduce paid media dependency, and support the buyer journey long before someone fills out a form.

The problem is that SEO rarely feels urgent until something breaks.

For many lean teams, SEO sits alongside everything else: paid campaigns, reporting, landing pages, email, social, webinars, product launches, client requests, sales decks, analytics cleanup, and whatever leadership needs by Friday.

This article gives lean in-house and agency teams a 120-minute weekly SEO workflow focused on the actions most likely to protect visibility, uncover opportunities, improve high-value pages, and turn search data into business impact.

Why SEO falls behind on lean teams

Failure is rarely about effort. It’s mostly the result of competing priorities and a near-total absence of prioritization.

On a lean team, SEO is one tab among 20. The person responsible for organic growth is also shipping newsletters, briefing designers, updating landing pages, and pulling the report leadership wants by Friday.

So SEO gets attention when traffic drops, and not before. Meanwhile, the advice keeps coming: fix technical issues, publish more, build topical authority, refresh old articles, add schema, fix Core Web Vitals, build links, optimize for AI search, and the list goes on.

Every recommendation is defensible. No team can tackle all of them in one week.

The question that actually matters isn’t “What could we do?” It’s “What’s the highest-leverage thing we can finish this week?”

Then there’s the reporting trap, which I see constantly. The team sits down for its SEO block and spends the entire hour inside dashboards — rankings, traffic, impressions, clicks, CTR, conversions, competitor visibility, and keyword movement.

Then the meeting ends. Nothing ships. For a small team, reporting has to be short enough to leave room for action. The whole point is to decide what to fix next.

Agencies battle context switching across a B2B SaaS account, a Shopify store, and a local service business in the same afternoon, usually with thin retainers, limited CMS access, and clients who want results but sit on approvals.

In-house teams have the opposite profile: deep business context and a clear sense of which pages convert, but a dependence on developers buried in product work, brand and legal teams that slow content, and leadership that wants quick wins from a slow-moving channel.

The outcome is the same either way. SEO becomes everyone’s job, and therefore nobody’s.

120 minutes is enough when your SEO workflow is focused

Small teams lose when they try to operate like enterprise SEO departments, auditing everything, tracking everything, hoarding keywords, and shipping nothing.

The entire point of time-boxing is to force a decision. Every session should end with one or two changes that genuinely improve visibility, traffic quality, or conversions.

The 120-minute workflow should focus on four outcomes:

• Find what’s already working.
• Fix what’s blocking performance.
• Improve the pages closest to revenue.
• Turn search data into next week’s actions.

The goal isn’t to “do SEO” for two hours. It’s to use two focused hours to make one or two decisions that improve visibility, traffic quality, or conversion potential.

The 120-minute weekly SEO workflow

Check your organic data (0-15 minutes)

Catch problems before they become performance drops.

What to check:

• Google Search Console clicks, impressions, CTR, and average position.
• Organic conversions or assisted conversions in GA4.
• Top landing pages gaining or losing traffic.
• Branded vs. non-branded search movement.
• Any indexing, crawling, or manual action warnings.

What not to do: Don’t turn this into a full reporting session. This is a pulse check, not a board deck.

The goal is to answer one question: “Is organic visibility moving in a direction that needs action?”

Expected output: A simple weekly note:

• Biggest organic win.
• Biggest organic concern.
• One page or query to investigate.
• One action to take this week.

Find the highest-leverage query opportunities (15-35 minutes)

Now go looking for opportunities in GSC. The richest opportunities are queries ranking in Positions 4-15 with real impressions. You’re close, and a small push can move them.

Also look for pages with strong impressions but weak CTR, queries climbing week over week, and queries where the ranking page only partially matches search intent.

Resist the temptation to build a long keyword list. Pick three things: one page to improve, one query to answer better, and one title or meta description to test. That’s the brief for the rest of the session.

When an agency I worked with reviewed a local accounting client’s GSC, three queries kept surfacing:

• Variations on tax help for freelancers.
• Common small-business tax mistakes.
• The accountant vs. bookkeeper question.

The instinctive response would have been to write three new articles.

Instead, we rewrote one service page around freelancers, added a short FAQ pulled straight from those queries, and linked it to an existing bookkeeping article.

One afternoon, one page, three search intents served, versus three half-finished drafts and another tab in a content calendar nobody opens.

Improve one money page (35-60 minutes)

This is the most important part of the workflow. A money page is any page close to revenue, pipeline, bookings, or sales.

Money pages can include:

• Product pages.
• Service pages.
• Category pages.
• Comparison pages.
• Demo or consultation pages.
• High-intent landing pages. 

For small teams, the weekly task isn’t to optimize the entire website. It’s to improve one important page in one meaningful way.

Ask:

• What does the buyer need to believe before they convert?
• What objection is missing from this page?
• What proof would reduce hesitation?
• What comparison does the buyer already have in mind?
• What query is this page almost satisfying, but not fully?
• What internal link would help the user take the next step?
• Is the CTA aligned with the visitor’s intent?

Examples of meaningful page improvements include:

• Add three FAQs based on real search queries. Clear, structured answers like these can also win featured snippets.
• Improve the H1 and intro to better match search intent.
• Add comparison language.
• Add screenshots, reviews, examples, or proof points.
• Link to a relevant case study.
• Add internal links from supporting articles.
• Clarify who the offer is and isn’t for.
• Improve the CTA based on search intent.
• Add a short “How it works” section.
• Add pricing, process, or implementation details where appropriate.

That’s SEO work. It’s also conversion work.

Fix one technical or indexing issue (60-80 minutes)

Technical SEO can eat the entire two hours if you let it, so focus on impact.

The question here is what could stop an important page from being discovered, understood, indexed, or trusted. That reframing eliminates much of the busywork on its own.

The usual suspects include priority pages that aren’t indexed, junk pages, broken internal links, redirect chains, duplicate or missing titles on pages that matter, incorrect canonicals, schema errors on key templates, and important pages buried too deep to crawl easily.

A weekly automated crawl from an SEO tool, combined with Claude, earns its place here.

End with one of three outcomes: a fix shipped, an issue assigned, or a clear developer brief.

For example, an ecommerce team may notice that several collection pages aren’t indexed because of incorrect canonical tags. Fixing that issue is likely more valuable than publishing another generic article.

The 20-minute action may simply be documenting the affected URLs, explaining the expected behavior, and sending a specific brief to the developer.

That still counts as progress.

Add or improve internal links (80-100 minutes)

Internal linking is one of the fastest, yet most underrated, SEO wins for small teams because it doesn’t require new content.

It helps search engines understand which pages matter. It helps users continue their journey. It also helps informational content support commercial outcomes.

Each week, look for opportunities to:

• Add links from high-traffic articles to money pages.
• Add links from product or service pages to supporting guides.
• Link from older articles to newer strategic content.
• Use descriptive anchor text.
• Link from informational content to decision-support content.
• Link from decision-support content to conversion pages.
• Add links to case studies, demos, comparison pages, or category pages.

For example, an article ranking for “how to choose accounting software” should never be a dead end. It should route readers to a comparison guide, a relevant case study, and the demo or pricing page. Same traffic, more business value, and more touchpoints throughout the website.

Turn one search insight into content or messaging (100-115 minutes)

Search data shouldn’t die in an SEO silo. The best query you find this week is a gift to the rest of marketing because it’s the language buyers actually use.

A term like “best CRM for small agencies” can become a comparison section on a landing page, a LinkedIn post, a sales email angle, and a paid ad group, all from one insight.

A query like “is [product] worth it” can become a proof section, a pricing explainer, a “who this isn’t for” paragraph, and a ready-made answer to a sales objection.

Share one of these insights with the team each week, and SEO stops being a channel and becomes a source of intelligence.

Buyer language also shows up in Reddit threads, Amazon reviews, and comments on Instagram, TikTok, and YouTube.

Decide next week’s SEO priority (115-120 minutes)

End with a decision. Not a long list. Not another backlog. One clear priority.

Choose next week’s action based on:

• Business impact.
• Search demand.
• Ease of execution.
• Current performance gap.
• Revenue proximity.

Use this template: 

• “Next week, our highest-leverage SEO action is [X] because [Y].”

For example:

• “Next week, our highest-leverage SEO action is updating the pricing page because it gets non-branded traffic, supports demo requests, and doesn’t answer implementation cost questions.”

That’s how SEO becomes operational.

A sample month using the 120-minute workflow

To make the workflow easier to apply, rotate the emphasis each week.

Week 1: Revenue page week

Focus on one product, service, category, or location page.

Output:

• Update copy.
• Add FAQs.
• Improve internal links.
• Check indexing and schema.
• Improve the CTA.

Week 2: Content refresh week

Focus on one existing article with impressions but weak clicks or rankings.

Output:

• Improve the title.
• Add missing sections identified through a content gap analysis.
• Refresh examples.
• Add links to money pages.
• Better match search intent.

Week 3: Technical cleanup week

Focus on one crawl, indexing, or template issue.

Output:

• Fix broken links.
• Resolve duplicate titles.
• Submit priority pages for indexing.
• Clean up sitemap issues.
• Brief a developer if needed.

Week 4: Search insight week

Focus on turning SEO data into broader marketing assets.

Output:

• One landing page insight.
• One sales objection.
• One content brief.
• One paid or social angle.
• One FAQ or comparison section.

This keeps the workflow balanced.

It prevents the team from spending every week in dashboards, technical audits, or publishing new content without improving existing assets.

What small teams should stop doing

Most teams don’t have a doing problem. They have a stopping problem.

• Stop chasing every low-impact technical warning.
• Stop creating content because a tool found a keyword. 
• Stop publishing AI-assisted articles at scale.
• Stop rewriting pages without a hypothesis.
• Stop optimizing low-value pages before revenue pages. 
• Stop treating rankings as the only score that counts.

Don’t create new content until you’ve reviewed the pages you already have. The highest returns often come from pages that already rank on Page 2, get impressions, sit near revenue, and are one good afternoon away from doing more. New content is often the expensive answer to a problem your existing pages can solve.

The test for any task is simple. If it can’t be tied to qualified traffic, conversions, discoverability, buyer education, or trust, it doesn’t belong in the 120 minutes.

How to make this work without a dedicated SEO person

This workflow doesn’t require an SEO department. It requires one owner, a weekly rhythm, and a bias toward shipping.

A simple role split could look like this:

• Marketing manager: Owns prioritization and the weekly SEO note.
• Content marketer: Updates copy, FAQs, and page sections.
• Developer or web support: Handles technical fixes.
• Paid search manager: Shares query and conversion insights.
• Founder or sales team: Contributes objections and buyer language.

The most important role is the owner. Someone has to protect the 120 minutes, choose the priority, and make sure the session ends with an action.

Without ownership, SEO becomes everyone’s job and nobody’s job.

Use AI to shorten repetitive SEO work

Small teams can save time by turning repeatable SEO tasks into focused AI workflows.

This doesn’t mean asking AI to “do SEO.” It means using Custom GPTs, Claude Skills, or connected workflows to reduce repetitive setup and speed up analysis.

For example, connect Google Search Console data and have AI identify:

• Queries in Positions 4-15.
• Pages with high impressions but low CTR.
• Search queries that should become FAQs.
• Internal linking opportunities.
• Technical issues that should become developer briefs.

Agencies can also create client-specific assistants that understand each client’s services, priority pages, competitors, and customer objections. That reduces context switching and speeds up weekly recommendations.

Useful workflows include:

• GSC opportunity analyzer: Flags ranking opportunities, low-CTR pages, and search intent gaps.
• Money page refresh assistant: Suggests improvements to product, service, or pricing pages, including FAQs, proof points, comparisons, and CTAs.
• Internal linking assistant: Recommends internal links and anchor text based on priority pages.
• Technical SEO brief generator: Converts crawl issues into developer-ready tickets.
• SEO reporting summarizer: Turns GSC, GA4, and ranking data into a concise weekly update.

Keep each workflow narrow. Don’t build one generic SEO assistant and expect it to handle everything. Build small workflows that help your team move faster from data to decisions.

Small teams win SEO through consistency

Small teams win SEO by doing the highest-leverage things repeatedly.

The 120-minute weekly SEO workflow won’t replace a full SEO strategy. It won’t solve every technical issue, build every content asset, or uncover every opportunity.

But it gives lean teams a practical way to protect visibility, learn from search data, improve revenue pages, and keep organic growth moving.

The mindset is simple: Less auditing. More shipping. More buyer intent. Less “SEO work.” More business impact.

For the past two years, marketers have been asking one question: How do I show up in AI search?

We’ve seen endless discussions about AI optimization, visibility, and how large language models decide which businesses to recommend. But a more practical question is emerging: How do you measure whether AI search is actually driving customers?

That’s the challenge we set out to explore.

By analyzing nearly 30 million inbound leads, we found that AI platforms are already influencing how customers discover and contact businesses. While AI-generated leads still account for a small share of total volume, they’re growing steadily enough to become a channel marketers should start monitoring.

The conversation is shifting from visibility to measurement.

AI search is becoming a new attribution challenge

Traditional attribution models were built around channels like organic search, paid search, direct traffic, and referrals. AI introduces a new way customers discover businesses.

A customer might ask ChatGPT for the best local HVAC company, use Perplexity to compare law firms, or ask Gemini for a nearby dentist before picking up the phone.

From a marketer’s perspective, those customers often appear as direct traffic—or aren’t attributed at all. That creates a blind spot.

If AI platforms are influencing customer discovery, marketers need a way to measure whether those recommendations are driving real business outcomes.

What 30 million leads tell us

Our analysis shows that AI platforms are already generating measurable inbound leads for businesses. It also shows that this activity is growing over time and spans multiple industries — not just a single category or use case.

One platform accounts for most AI-attributed calls, while others contribute smaller shares that continue to evolve. Our data also shows which industries are receiving more AI-driven calls than others.

Just as importantly, there are limits to what this dataset measures. It doesn’t tell us why customers chose one AI platform over another, what prompts they used, or why a particular business was recommended. Instead, it measures something more concrete: when customers identify an AI platform as part of the journey that led them to contact a business.

That distinction matters. There’s no shortage of opinions about AI search. What marketers need now is evidence that it’s influencing customer acquisition.

Measurement should come before optimization

Many marketers are eager to optimize for AI search. But before investing in new tactics, it’s worth answering a simpler question: Is AI already driving customers to your business?

Without measurement, it’s difficult to know whether increased visibility is translating into meaningful business results.

As AI search emerges as another customer acquisition channel, marketers should measure it the same way they measure other demand sources — alongside paid search, organic search, referrals, and social.

The goal isn’t to replace existing attribution models. It’s to ensure they evolve alongside changing customer behavior.

From visibility to measurement

The first wave of AI search focused on visibility. The next wave will focus on proving business impact.

For marketers, that means moving beyond questions like, “Can customers find us?” and toward questions like, “How many leads did AI actually generate?”

The businesses that answer those questions first will be better positioned to understand how AI fits into their marketing mix—and where to invest as customer discovery continues to evolve.

Don’t just watch the shift — start measuring it

As AI search continues to evolve, CallRail is focused on giving marketers the attribution they need to measure its impact on real customer conversations.

Try CallRail free at CallRail.com.

Every PPC professional has a story they wish they could erase. For Danny Gavin, founder of Optidge, it wasn’t a failed bidding strategy or a campaign that overspent. It was something far simpler—and arguably much more painful.

Danny joined me on PPC Live The Podcast, to talk about the technical issue that meant leads generated through a landing page never reached the client. For one to two months, the campaigns continued delivering qualified prospects while the client believed nothing was working.

The mistake that no one spotted

At the time, Danny’s agency was still small, with just a handful of people managing client accounts. One client, an autism therapy provider, was seeing healthy campaign performance inside Google Ads.

Clicks were increasing. Cost per lead looked strong. Everything inside the platform suggested success.

Yet the client was becoming increasingly frustrated because no enquiries were arriving.

The problem wasn’t Google Ads.

It wasn’t the landing page.

It was the email notification system.

Every lead submitted through the form was successfully stored in the database, but a technical failure meant the notification emails stopped reaching the client. Since neither side realised the emails had failed, the issue continued unnoticed for weeks.

By the time the problem was discovered, dozens of leads had gone cold.

Why the emotional impact was worse than the technical problem

For Danny, the financial loss wasn’t the hardest part. The hardest part was feeling that his agency had let the client down. Because the client was someone he knew personally, the mistake felt deeply personal.

His team had spent weeks proudly reporting positive campaign performance while the client saw no return from their investment.That disconnect created feelings of guilt, regret and helplessness.

As Danny explained, it felt as though they had taken the client’s money without delivering value—even though the campaigns themselves had actually worked.

Honesty became the first step

When the problem became clear, there was no attempt to hide it. Danny believes honesty is the only viable response when mistakes happen.

Rather than making excuses, the agency investigated immediately, exported every lead stored in the database and supplied the client with everything they had recovered. While many of those opportunities had already gone cold, at least the client had access to the data that still existed.

From there, the focus shifted from blame to prevention.

Building systems that stop the same mistake happening twice

The experience fundamentally changed the agency’s processes.

Instead of relying on a single notification email, they introduced multiple safeguards, including:

• CC’ing the agency into every lead notification.
• Automatically logging every lead into a shared Google Sheet.
• Regularly testing forms to confirm both submissions and notifications work correctly.
• Routinely checking with clients that leads are actually being received.

These checks are now part of the agency’s standard operating procedures rather than assumptions that technology is working correctly.

Why communication matters as much as optimisation

Looking back, Danny believes the technical issue wasn’t the only problem. Communication also failed, no one had asked the simple question: “Are you actually receiving the leads?”

Today, communication is one of Optidge’s core values.

Rather than expecting PPC specialists to handle constant client communication alongside campaign management, the agency introduced dedicated account managers whose primary responsibility is keeping clients informed.

The lesson is simple – campaign metrics alone don’t define success.

Success only happens when the client experiences the results you’re reporting.

Sometimes clients remember how you responded

Initially, the relationship with the client ended. Danny assumed the mistake had permanently damaged any trust they had built.

Years later, however, the same client reached out again about potentially working together. In her email, she described Optidge as the most professional agency she had worked with. It reminded Danny that while clients don’t forget mistakes, they often remember how agencies respond to them.

Transparency, professionalism and genuine effort to improve can leave a stronger impression than perfection.

Common PPC mistakes Danny still sees today

Although the incident happened years ago, Danny believes many agencies continue making similar mistakes.

One of the biggest is focusing purely on traffic rather than business outcomes. Sending visitors is no longer enough.

Successful lead generation requires understanding what happens after someone clicks.

He regularly audits accounts where agencies fail to:

• Feed qualified lead data back into advertising platforms.
• Review search terms thoroughly and maintain negative keywords.
• Build landing pages tailored to campaign intent.
• Measure lead quality rather than simply counting conversions.

Without these fundamentals, campaign optimisation is based on incomplete information.

Where AI is genuinely helping lead generation

Danny believes AI has significant potential for lead generation—but not in the way many marketers expect.

One of the biggest opportunities is analysing phone calls.

Instead of manually listening to every conversation, AI can now:

• Generate call transcripts.
• Categorise calls by quality.
• Identify whether a call became a genuine sales opportunity.
• Help agencies feed qualified conversion data back into Google Ads.

This allows optimisation based on real business outcomes instead of surface-level metrics.

Why AI still needs human oversight

Despite embracing AI, Danny warns against treating it as an infallible system.

Like automation inside advertising platforms, AI can make mistakes, misunderstand context and confidently produce incorrect conclusions.

For industries with strict privacy requirements, such as healthcare, AI may not even be suitable for handling sensitive customer information.

His advice is to trust AI enough to improve efficiency—but always verify its work.

Human expertise remains essential.

The biggest lesson

Every PPC professional will make mistakes.

What defines a successful agency isn’t avoiding them completely.

It’s being honest when they happen, fixing the immediate problem, putting safeguards in place and ensuring the same issue never happens again.

As Danny puts it, a mistake only becomes valuable when you’ve genuinely learned from it.

Bruce Clay, known as the Father of SEO, sadly passed away in late May. Bruce Clay was one of, if not the, founding father of the SEO industry, starting a real professional SEO agency back in 1996. He was the first sponsor of the first SEO conference, ever and he has given more of his time, resources and money to the creation of the SEO space than almost anyone else.

Tribute video. The Bruce Clay, Inc. team has prepared a tribute video for Bruce, which describes how he was a pioneer in the SEO industry and devoted much of his life to helping it grow. It says that in the three decades he served as CEO of Bruce Clay Inc., Bruce wrote 3 books, built tools, spoke at conferences, hosted training events, and helped the company expand internationally. The are hundreds of employees across the world that have contributed to SEO because of his founding principles, and thousands of students who have benefited from his expertise.

Here is that video:

The Bruce Clay team told me, “We are absolutely heartbroken, but we find strength in the vibrant community and lasting values that Bruce built. Our teams in the U.S. and  around the world remain dedicated to carrying forward the mission Bruce loved so dearly.”

Kyle Pouliot – Sr. Video Production Manager at Third Door Media told me:

“I’ve gotten to know Bruce on a more personal level over these past few years and interacted with him frequently for our online conferences. What I’ve learned about Bruce in that time is that he was genuinely thoughtful and caring about the search community. Never short of an honest opinion, Bruce shared some really practical ideas for Search Engine Land and SMX. He loved sharing his deep experienced knowledge to everyone, it didn’t matter if you were a beginner or 20+ year industry veteran, he treated everyone the same. We talked about the hundreds of golf balls that would find their way into his property every day, food, raising kids and how incredible the weather was in Simi Valley. He will be greatly missed.”

On a personal note, I’ve known Bruce Clay since I started in the SEO industry well over 20 years ago. He has been a role model to me, often a mentor and someone who has always been very approachable, professional and likely the most caring person in the room. I loved his SEO talks, I loved meeting up with him at industry events and I loved getting personal email messages from Bruce about shaping the future of our industry.

You will be deeply missed Bruce.

Google has confirmed the June 2026 spam update, which was released on Wednesday, June 24th at around noon ET, is now done rolling out. The update finished rolling out on June 26 at 2pm ET.

Here is what Google posted:

• “The rollout was complete as of June 26, 2026”

Why we care. This is the second Google spam update announced in 2026 and this update felt a bit bigger than the March 2026 spam update but like for most updates, if your site was not impacted, then you are good to go – at least for now.

There will always be cases of sites not spamming Google that get hit by a spam update but hopefully that won’t be one of your sites.

Type of spam update. Google originally said:

• “This is a normal spam update, and it will roll out for all languages and locations. The rollout may take a few days to complete.”

You can learn more about Google spam updates in this Google help document.

Looking to take the next step in your search marketing career?

Below, you will find the latest SEO, PPC, and digital marketing jobs at brands and agencies. We also include positions from previous weeks that are still open.

Newest SEO Jobs

(Provided to Search Engine Land by SEOjobs.com)

• Web Developer — Technical SEO
  June 29, 2026
  About the role Accolade Solutions is a Finnish AI & growth agency and technical delivery partner. This role is the engineering side of our technical web and SEO infrastructure work — where technical SEO meets real software development. Your job is to make complex, JavaScript-heavy websites genuinely crawlable, fast, and render-parity-clean: making sure what a […]
• SEO Specialist
  June 28, 2026
  About the company Place Digital is a boutique, mission-driven marketing agency dedicated to helping therapy practices and rehab centers grow in sustainable, ethical, and genuinely life-changing ways. We’re not a traditional agency — we exist because the mental-health industry deserves better than burnout culture, predatory marketing tactics, and one-size-fits-all strategies. We help practitioners build profitable, […]
• Local SEO Lead
  June 26, 2026
  About Wonderly Wonderly is building the first end-to-end AI business platform for service businesses. The roofers, contractors, med spas, and law firms that make up the majority of the economy are excellent at their craft and poor at running a business — and most of them should be generating 2–5x more revenue than they currently […]
• SEO Specialist
  June 24, 2026
  Do you love nerding out on SEO and working with clients? If your friends & family are sick of hearing about your latest search rankings, then we’re your kind of people and you will love this job. $80k in year 1 + potential bonuses You will get an absolute masterclass on SEO and working with […]
• Head of SEO
  June 23, 2026
  About North Star Network North Star Network (NSN) is a global sports and betting media group that builds and operates leading digital brands connecting sports fans and bettors across 30+ countries. Our mission is to turn passion for sports and gaming into trusted information, data-driven insights, and responsible entertainment. We’re a multicultural and fully remote […]
• Senior SEO Growth Manager
  June 16, 2026
  What You’ll Own Own SEO strategy across StealthGPT product pages, blog, free tools, comparison pages, and programmatic landing pages. Build keyword maps around high-intent AI writing, AI humanizer, AI detector, SEO writer, and competitor-alternative searches. Create and manage content briefs for landing pages, articles, free tools, refreshes, and comparison pages. Improve page copy, titles, metadata, […]
• SEO Success Manager
  June 16, 2026
  Botify’s leading agentic AI search technology and seasoned experts ensure every brand has the power to be found, both in traditional and AI search. With one powerful platform, brands achieve visibility, relevance, and greater control across Google, Bing, ChatGPT, Perplexity, and more. Botify’s technology powers agentic workflows, AI-driven recommendations, and automated cross-platform indexation and deployment. […]
• Growth Marketer
  June 15, 2026
  ABOUT THE ROLE We’re looking for a Growth Marketer to own the entire lead gen cycle. You’ll be the one turning heads and converting them into qualified leads (MQLs), pipeline opportunities (SQLs), and new revenue. This role is focused on building and scaling non-traditional lead gen paths that reach customers where they actually hang out. […]
• VP / Head of Search & AI Visibility
  June 15, 2026
  VP / Head of Search & AI Visibility Location: United States (Remote / Hybrid Preferred) Reports To – President/Founder Company: Milestone Inc. (direct hire) Term: Full-time About Milestone Milestone Inc. is a leading Digital Experience Software and Services company dedicated to providing comprehensive solutions across all touch points that enhance customer engagement and drive business growth. […]
• SEO Strategist
  June 12, 2026
  Clarity is the Global Growth Consultancy for B2B technology brands. As a senior-led consultancy, we align leadership, markets, and execution to turn complex growth ambitions into commercial momentum. Operating from hubs in London, New York, Amsterdam, and Sydney, our 100+ global team helps leaders navigate high-stakes growth tensions across Enterprise Tech, FinTech, Cybersecurity, and HealthTech. […]

Newest PPC and paid media jobs

(Provided to Search Engine Land by PPCjobs.com)

• Lifecycle Growth Marketing Lead
  June 29, 2026
  Predict responsibly in New York, NY seeks an experienced lifecycle marketer to build and optimize campaigns that drive user activation and retention. The ideal candidate will have 3–7 years of experience, a strong analytical background, and the ability to design customer journeys based on user behavior. The role offers a competitive salary range of $150,000 […]
• Paid Search Manager: Data-Driven Growth & Leadership
  June 29, 2026
  Publicis Groupe ANZ is seeking a Paid Search Manager in New York, NY. This key role involves managing and optimizing search initiatives, collaborating closely with clients, and leading a dedicated team. We're focused on creating inclusive experiences and driving measurable business performance through innovative media strategies. The ideal candidate will bring over 3 years of […]
• Head of Global Growth Marketing
  June 29, 2026
  Head Of Global Growth Marketing New York, NY This is Hybrid role (3 days in office /2 days remote) Interactive Brokers, an S&P 500 global fintech leader, is seeking a Head of Growth Marketing to build and scale a rigorous, experimentation-led growth function focused on owned channels, conversion optimization, and funnel performance. This leader will […]
• Podcast Growth Marketing Manager – Crime Stories Network
  June 29, 2026
  fox com is seeking a Temp – Marketing Manager for Crime Stories with Nancy Grace. This role focuses on driving listener growth through marketing across social media and podcasts. The ideal candidate has over 5 years of experience in creator and podcast marketing, ensuring content is engaging and aligns with brand voice. Key responsibilities include […]
• Senior PPC Strategist — Ecommerce & Lead Gen
  June 29, 2026
  AMZing PPC, a growing digital marketing agency based in New York City, is seeking an experienced PPC specialist to craft strategies for client growth through paid marketing. The ideal candidate should have over 3 years of experience in PPC and robust communication skills, as client interaction is key. This role involves managing Google Ads campaigns […]

Other roles you may be interested in

Marketing Manager, Confidential (Dallas, TX)

• Salary: $130,000 – $160,000
• Develop and implement comprehensive marketing strategies covering traditional and digital channels to achieve regional objectives and enhance brand visibility.
• Plan and execute integrated marketing campaigns, incorporating traditional and digital elements, to generate leads and drive sales.

Digital Paid Marketing Manager, IMA | Institute of Management Accountants (Remote)

• Salary: $95,000 – $115,000
• Serve as the day-to-day owner of all paid digital advertising efforts across the organization.
• Build, launch, manage, and optimize campaigns across: Google Ads, LinkedIn Ads, Meta (Facebook and Instagram), Display and retargeting platforms

Manager, Paid Search, NP Digital (Remote)

• Salary: $75,000 – $90,000
• Deliver and execute paid search media strategies and recommendations for clients
• Ensure new platform features and updates are considered and potentially implemented to clients’ campaigns

Digital Marketing Manager, Paid Social & PPC, 80Twenty (Hybrid, Newark, DE)

• Salary: $90,000 – $110,000
• Own paid media strategy and execution across Meta Ads, LinkedIn Ads, TikTok Ads, Google Ads, Demand-Side Platforms (DSPs) and other media platforms
• Drive the growth of product lead volume while operating within defined budgets, cost-per-acquisition (CPA) and return on ad spend (ROAS) targets

Search Engine Optimization Manager, Seer Interactive (Remote)

• Salary: $70,000 – $100,000
• Lead organic strategy for a portfolio of clients, building annual and quarterly roadmaps that account for both traditional SEO performance and Generative Engine Optimization (GEO) visibility across AI-driven search environments.
• Serve as the primary point of contact for clients, guiding strategic conversations around organic growth, AI Overviews, LLM-powered discovery tools, and how evolving search behavior impacts brand visibility and competitive positioning.

Senior Manager SEO/Gen AI (FTC), Jellyfish (Hybrid, New York, US)

• Salary: $90,000 – $115,000
• Act as the lead interpreter of search performance and visibility quality across both traditional and AI-led discovery experiences
• Maintain a broad expertise across the evolving landscape of LLMs and generative engines, including Google Gemini, OpenAI GPT, Anthropic Claude, and other leading frontier models

SEO Marketing Manager (phone accessories), Velvet Caviar ($100,000 – $120,000)

• Salary: $100,000 – $120,000
• Own and execute the SEO strategy for a high-growth e-commerce business, driving organic traffic, revenue, and conversion improvements.
• Conduct keyword research, competitive analysis, and SEO audits to identify and prioritize high-impact growth opportunities.

Sr. Content Marketing Manager, Dayforce (Remote)

• Salary: $82,700 – $147,000
• Write and publish high-quality, search-optimized content on a consistent cadence, including (but not limited to) blogs, thought leadership, comparison pages, FAQs, infographics, and other digital content assets.
• Create structured, answer-first content designed to be surfaced in AI-generated responses and LLM-driven experiences.

Paid Media Manager, Clients Blackbox, Inc. (Remote)

• Salary: $90,000 – $125,000
• Build, launch, and optimize Meta advertising campaigns focused on lead generation and appointment booking
• Manage campaign budgets, audience targeting, bid strategies, and creative testing

Senior Manager, Paid Search, Talkiatry (Hybrid, New York, NY)

• Salary: $150,000 – $180,000
• Own and scale Talkiatry’s paid search program end-to-end, including forecasting, budgeting, pacing, bidding strategies, account structure, and creative testing for Google, Bing, and ZocDoc.
• Develop and execute a rigorous testing roadmap, including ad copy, keyword strategy, landing page variants, and automation/algorithmic controls; quantify impact using sound experimental design.

Senior Paid Media Manager, Brightly Media Lab (Remote)

• Salary: $70,000 – $100,000
• Directly build, manage, and optimize campaigns within Google Ads, Microsoft Ads, and Facebook Ads (Meta).
• Serve as the lead point of contact for your book of clients, taking full ownership of their success and growth.

Paid Search Specialist, Maui Jim Sunglasses (Peoria, IL)

• Salary: $65,000 – $70,000
• Plan, set up, and manage paid search, display, and shopping campaigns on Google Ads.
• Manage and optimize advertising budgets to achieve revenue and efficiency targets.

Note: We update this post weekly. So make sure to bookmark this page and check back. ]]> https://searchengineland.com/google-brings-maximize-conversion-value-bidding-to-standard-shopping-481209 Fri, 26 Jun 2026 16:13:20 +0000 https://searchengineland.com/?p=481209 Standard Shopping campaigns can now use Maximize Conversion Value bidding without a Target ROAS, giving advertisers flexibility.]]>

Google is giving Standard Shopping advertisers access to a bidding strategy that was previously tied to a Target ROAS goal, potentially reducing the need to use Performance Max solely for value-based bidding.

What’s happening. Google is rolling out Maximize Conversion Value bidding for Standard Shopping campaigns without requiring advertisers to set a Target ROAS.

Previously, advertisers looking to optimize for conversion value had to use a Target ROAS bidding strategy. The new option allows campaigns to maximize conversion value while giving Google’s bidding system more flexibility.

Why we care. Advertisers can now use Google’s value-based bidding without being constrained by a Target ROAS goal. This gives Standard Shopping campaigns more flexibility while preserving the control and transparency many advertisers prefer, potentially removing the need to run feed-only Performance Max campaigns just to access Maximize Conversion Value bidding.

Between the lines. Many advertisers have continued to favour Standard Shopping because it offers greater control and transparency than Performance Max. However, those wanting Google’s value-based bidding often created feed-only Performance Max campaigns simply to access Maximize Conversion Value bidding without a ROAS constraint.

With this update, that workaround may no longer be necessary.

Why advertisers should care. Advertisers can now combine the control of Standard Shopping with a more flexible value-based bidding strategy. For some accounts, it could simplify campaign structures and reduce reliance on feed-only Performance Max campaigns.

The bottom line. Google is narrowing one of the biggest feature gaps between Standard Shopping and Performance Max, giving advertisers another reason to stick with Standard Shopping while still benefiting from automated value-based bidding.

First spotted. This update was spotted by performance marketer Yash Mandlesha, who shared spotting the option on LinkedIn.

Google Search Console’s page indexing report is currently delayed by over two weeks, with a last updated time stamp of June 11, 2026. That means you won’t be able to see a recent look at the page indexing data for the pages on your website.

The delay. If you check your Google Search Console page indexing report, you will likely see this date:

Page indexing report. This report shows you which pages Google can find and index on your site. It can also teach you about any indexing problems Google has encountered while crawling your website.

You can access the report in Search Console over here or by going to the Indexing section and then Pages.

The report shows a chart of indexed pages in green and not indexed pages in gray, you can even overlay impressions over the chart. It then lists out the reasons why pages on website are not being indexed, below that chart.

For more information on the page indexing report, see this help document.

Why we care. If you are trying to debug why Google has not been indexing specific pages on your website over the past couple of weeks, well, you are out of luck. Google will hopefully fix the report soon, but until then, you need to rely on your own SEO theories or try the URL inspection tool to debug your indexing issues on a page-by-page basis.