Technical SEO
Crawling, indexing, canonicals, redirects, rendering, architecture, and technical search problems.
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Where should a technical SEO audit start when crawling, rendering, and indexing signals disagree?
A site can look healthy in the browser while search engines receive conflicting crawl, rendering, canonical, and indexing signals. What is the fastest audit sequence for separating discovery problems from rendering problems, indexability p…
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What can llms.txt realistically do for AI visibility, and what should it not replace?
Teams are adding llms.txt files and expecting them to function like an AI-search ranking switch. Where can the file be useful, and what fundamentals still matt…
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What should an SEO deployment preview validate before a CMS page can be published?
A page looks fine visually in preview but can still ship broken canonicals, noindex directives, missing schema, or invalid links. What should the pre-publish g…
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How do you debug canonicalization when Google keeps selecting a different canonical URL?
A page has a self-referencing canonical, but Search Console reports a different Google-selected canonical. What should be checked beyond the canonical tag itse…
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What is the fastest diagnostic order when an important page is not getting indexed?
When a new or updated page is missing from Google, teams often jump straight to requesting indexing. What should be checked first so the root cause is found qu…
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Where should a technical SEO audit start when crawling, rendering, and indexing signals disagree?
A site can look healthy in the browser while search engines receive conflicting crawl, rendering, canonical, and indexing signals. What is the fastest audit se…
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How do you use server log files to find crawl-budget waste instead of guessing from a crawler?
A crawler shows what can be crawled, but not necessarily what search-engine bots are actually requesting. How should an SEO use server logs to identify wasted…
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What should you fix first when canonical tags, redirects, sitemaps, and internal links disagree?
A URL declares one canonical, redirects or alternate paths imply another, the XML sitemap lists both, and internal links are inconsistent. What is the right or…
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How should XML sitemaps be used to diagnose indexing problems instead of just submitting URLs?
Teams often treat a sitemap as a URL dump and repeatedly resubmit it when indexing is weak. How can sitemap segmentation and reporting be used as a diagnostic…
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When should you use robots.txt, noindex, canonicals, or authentication to control search access?
Robots.txt, meta robots, canonicals, and access controls are often used interchangeably even though they solve different problems. What is the decision framewo…
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How do you validate redirects during a site migration before traffic is put at risk?
A migration has hundreds or thousands of old URLs. What should be tested before launch so redirect chains, incorrect destinations, and lost high-value pages ar…
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How do you debug Core Web Vitals by root cause instead of chasing Lighthouse scores?
A site has inconsistent LCP, INP, or CLS results. What is the right workflow for moving from field data to a reproducible engineering fix?
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What is the safest way to validate hreflang across a large international site?
Large hreflang implementations fail because of missing return tags, noncanonical URLs, locale mismatches, and stale mappings. How should an international site…
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How should schema markup be validated when the code passes a validator but search engines still ignore it?
Structured data can be syntactically valid and still fail to produce useful search understanding. What should be checked beyond “no errors” in a validator?
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How do you control faceted navigation without blocking useful long-tail category pages?
Filters can create valuable landing pages and also millions of low-value URL combinations. How should an ecommerce or directory site decide which facets can be…
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What can llms.txt realistically do for AI visibility, and what should it not be relied on to do?
Some teams are treating llms.txt as the new robots.txt for AI search. What is a reasonable implementation approach without assuming unsupported ranking effects?
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How should Search Console indexing states be triaged at scale without treating every excluded URL as a problem?
A large site has thousands of URLs across "Crawled - currently not indexed," "Duplicate," redirects, noindex pages, and other Search Console states. How do you…
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How do you diagnose soft 404s when a page returns 200 but Google treats it as missing or low-value?
Some URLs return HTTP 200 and look acceptable in a browser, yet Google reports them as soft 404s or removes them from the index. What should be checked before…
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How can teams compare source HTML and rendered HTML to catch SEO regressions before Google does?
Modern sites often inject canonicals, links, structured data, and primary content through JavaScript. What should a deployment test compare between the server…
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How should a site structure JSON-LD as a connected entity graph instead of isolated schema blocks?
A site has Organization, LocalBusiness, Article, Service, Product, and Person markup, but every page creates separate disconnected objects. How can schema be m…
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How should parameter URLs be controlled when analytics, filters, sorting, and sessions create duplicate crawl paths?
A site exposes URLs with tracking parameters, filters, sort orders, session IDs, and campaign tags. Which ones should redirect, canonicalize, noindex, remain c…
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How should pagination and infinite scroll be implemented so deeper content remains crawlable and discoverable?
A category or archive uses infinite scroll for users, but search engines still need stable access to items beyond the first viewport. What architecture is safe…
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How should a large site design sitemap indexes so indexing problems can be isolated by template and business priority?
A large site has hundreds of thousands of URLs. One giant sitemap structure makes it hard to see which sections are failing. How should sitemap indexes be segm…
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When should you trust Search Console URL Inspection versus your own crawler and server logs?
Search Console, a crawler, and server logs can show different stories about the same URL. How should teams reconcile those data sources during an indexing inve…
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What is the difference between SEO, AEO and GEO?
I’m trying to better understand how SEO, AEO and GEO work together in modern search. How should an agency think about traditional organic search, answer engine…