Overall AI readiness score
A combined result across all audit signals.
Overall AI readiness score
A combined result across all audit signals.
Overall AI readiness assessment
Ian Lurie (ianlurie.com) received an AI-readiness score of 86/100 in an automated technical audit. llms.txt was accessible, llms-full.txt was not found, and ai.txt was not found. The robots.txt analysis found 0 explicitly allowed and 0 blocked AI crawlers, with 1 declared sitemap. Homepage markup completeness was 90%; Schema.org types included Person, Organization, WebSite, WebPage and 5 OpenGraph tags were detected. Results reflect the public site response observed on 2026-08-20T00:26:03.544Z.
llms.txt is accessible and contains 2,971 tokens. No accessible llms-full.txt was detected, so deeper context still has to be assembled from regular pages. No separate ai.txt policy was detected; it is optional, but can clarify training, retrieval, and attribution preferences.
robots.txt is available. 11 of 11 tracked AI bots are not blocked. Declared sitemaps: 1. The homepage exposes Schema.org types Person, Organization, WebSite, WebPage; 5 OpenGraph tags were found and markup completeness is 90%.
The mobile Lighthouse profile adds Performance 86/100, Accessibility 100/100, Best Practices 100/100, SEO 100/100, and experimental Agentic Browsing 100/100. These signals have a limited weight: they complement rather than replace llms.txt, robots.txt, and structured-data checks.
A mobile Lighthouse measurement. Google’s experimental Agentic Browsing category is explained separately and does not replace the broader llmsmap AI-readiness score.
Performance
Accessibility
Best Practices
Technical SEO
Agentic Browsing
Mobile performance is 86/100, with the largest visible content block appearing in 4.1 s and the browser main thread blocked for 40 ms. Layout shift was 0.014. The main thread is where the browser runs JavaScript, calculates layout, and paints the page; long work there delays both user input and browser-agent actions.
Accessibility scored 100/100, Best Practices 100/100, and technical SEO 100/100. The experimental Agentic Browsing category scored 100/100. It measures signals Google currently tests for software agents and is shown separately from the llmsmap AI-readiness score.
Split long JavaScript tasks, defer non-critical scripts and styles, and shorten blocking request chains. This helps the primary content appear sooner and makes controls usable earlier.
Remove unused CSS and JavaScript, load heavy widgets on demand, and limit third-party scripts. Less code means less parsing and background work on the device.
Improve server response time, remove unnecessary redirects and repeat downloads, and use compression, caching, and selective preconnect hints.
First content
Main content
Layout stability
Blocking time
Visual speed
Machine-readable files, crawler policy, discovery, and homepage markup.
Full version was not found
ai.txt file was not found
1 sitemap found
Types: Person, Organization, WebSite, WebPage
5 OG tags found
Based on robots.txt analysis
Declared discovery routes for crawlers and agents.
Social preview metadata found on the homepage.
og:typewebsiteog:urlhttps://www.ianlurie.com/og:titleIan Lurie is the Digital Marketing Nerdog:descriptionDigital marketing consulting, training and speaking by Ian Lurie. 30 years in the business, founder of Portent, Inc. Nerd, Geek, Writer & MarketerStructured entities and properties exposed on the homepage.
nameIan Lurieurlhttps://www.ianlurie.comimagehttps://www.ianlurie.com/images/ian-lurie-speaking.jpgsameAshttps://www.twitter.com/portentint, https://www.linkedin.com/in/ianlurie/, https://mastodon.social/@ianlurie, https://bsky.app/profile/ianlurie.bsky.social, https://www.portent.com/blog/author/ian, htdescriptionDigital marketing strategy, training, and talks.publisher{"@id":"https://www.ianlurie.com/#organization"}inLanguageen-USpotentialAction{"@type":"ReadAction","target":["https://www.ianlurie.com/"]}# Ian Lurie
> Ian Lurie is a 30-year digital marketing nerd — strategy, SEO, content, and applied AI, with a side of Dungeons & Dragons. He founded the agency Portent (1995–2017) and now consults, trains teams, and speaks.
This is the personal site of Ian Lurie. It covers his consulting, training, and speaking services, and a blog ("Writing") on digital marketing, SEO, content, generative AI, and the occasional bit of nerd-adjacent randomness.
## Pages
- [About](https://www.ianlurie.com/about/): Ian's bio and background.
- [Consulting](https://www.ianlurie.com/consulting/): Digital marketing strategy, applied AI, SEO/GEO, and content consulting.
- [Training](https://www.ianlurie.com/training/): Custom digital marketing, SEO, and content workshops for teams.
- [Speaking](https://www.ianlurie.com/speaking/): Conference talks and recent speaking topics.
- [Writing](https://www.ianlurie.com/writing/): The blog: digital marketing, SEO, content, and AI.
- [Contact](https://www.ianlurie.com/contact/): Get in touch with Ian.
## Writing
- [Claude Skills vs Projects, Explained](https://www.ianlurie.com/writing/claude-skills-vs-projects/): Here’s my analogy: Claude is the kitchen. Skills are utensils. Projects are cookbooks.
- [AI Model Cheat Sheet: Claude, ChatGPT, and Gemini](https://www.ianlurie.com/writing/ai-model-cheat-sheet/): A post that tells you which feature on which AI platform does what.
- [Teach The Shit Out Of Everything](https://www.ianlurie.com/writing/teach-everything/): Teach the shit out of everything. It's our secret marketing weapon: provide frictionless, expert learning and you earn trust across AI and traditional search.
- [Hey, SEOWeek: Teach The Sh1t Out Of Everything](https://www.ianlurie.com/writing/ttsooe-slides/): SEO Week attendees, here are all the resources from my talk: Github repository, links, and the slides.
- [AI Is Average](https://www.ianlurie.com/writing/ai-is-average/): When it comes to content, AI is a “C” student, and that’s not good enough.
- [Digital Marketing’s Golden Rule: Build for Bots, Create For Humans](https://www.ianlurie.com/writing/digital-marketings-golden-rule-build-for-bots-create-for-humans/): If you want to shut out the noise, stick to one principle: Build for bots, create for humans. Build infrastructure that supports discoverability across all platforms, from social…
- [Building A Zero-Code AI SEO Workflow: Reference Materials](https://www.ianlurie.com/writing/ai-seo-workflow-reference-materials/): Links, the presentation, and some other stuff for folks who attended my talk about AI-powered SEO workflows.
- [Using AI to generate ALT text for 27,000 images](https://www.ianlurie.com/writing/use-ai-to-generate-alt-text/): Writing ALT text sucks. Writing ALT text for 27,000 images is enough to send me right off the Cliffs Of Insanity. I got AI to do the work for me. Here’s how.
- [How To: Build A Content Audit Assistant With ScreamingFrog and AI](https://www.ianlurie.com/writing/audit-existing-content-screamingfrog-ai/): You can’t build an AI content auditor. You can build an AI content audit assistant that analyzes your site’s existing content, traffic data, and crawl data for opportunities. I’ll…
- [Use AI to Improve Content Audits (not perform them)](https://www.ianlurie.com/writing/use-ai-to-improve-content-audits/): General-purpose AI can’t perform content audits. It can, however, improve them. Here’s how.
- [How to: Compress Images With Squoosh](https://www.ianlurie.com/writing/compress-images-with-squoosh/): 5 megabyte images kill kittens. And capybara pups. And your users’ will to live. Fortunately, there’s an easy image compressor: Squoosh.app. The name alone makes it worth a try,…
- [AI Is Not Clickless Search](https://www.ianlurie.com/writing/ai-is-not-clickless-search/): AI is not clickless search. Once you realize that, and the fact that it’s actually a whole separate earned media channel, marketing for AI makes more sense.
- [Return On Time Invested: Presentation Stuff](https://www.ianlurie.com/writing/roti-preso/): The slides and all supporting links, video, and tutorials from my Return On Time Invested presentation. Also includes a nifty Loom video about using Squoosh.app!
- [Coax. Persuade. Cajole. Using Generative AI Right](https://www.ianlurie.com/writing/coax-cajole-persuade-gai/): I used ChatGPT to generate a cycling training plan and got a valuable reminder that generative AI can’t think. But it knows a lot. Getting it to convert that knowledge into…
- [Plague Words And Their Alternatives](https://www.ianlurie.com/writing/plague-words/): I won’t bore you with a long post. This is a list of words and phrases you should leave out of your business writing and (most) marketing copy, and a few alternatives (plus snarky…
- [Marketing’s Secret Currency: Return On Time Invested](https://www.ianlurie.com/writing/return-on-time-invested/): The first thing your audience spends on you is time. Make sure they get a good return on investment.
- [For Unforgettable Marketing, Teach The Shit Out Of Everything](https://www.ianlurie.com/writing/teach-the-shit-out-of-everything/): Teaching makes you memorable. It’s the best marketing tool you’ve got.
- [Stop Headaches With Merged Data Content Scoring](https://www.ianlurie.com/writing/content-scoring/): Links, tools, and the deck from my SEMPDX Engage 2024 talk about merged data content scoring (oh, and you can schedule a little Q&A time with yours truly).
- [Digital 101: Three Questions Make Marketing Work](https://www.ianlurie.com/writing/digital-marketing-101/): You want to be better at digital marketing? Understand that it’s still MARKETING, and marketing boils down to three questions: What’s the problem? How do I fix the problem? How…
- [When The Lights Go Out: Closing An Agency The Right Way](https://www.ianlurie.com/writing/when-the-lights-go-out/): If you’re shutting down your agency, remember: Your responsibilities don’t end after you turn out the lights. My thoughts on Portent’s closure, and how we can do better.
- [Social Media Is Not Owned Media](https://www.ianlurie.com/writing/social-media-isnt-owned-media/): Social media isn’t owned media. I could write a huge, theoretical rant about social media and the definition of owned media. Thanks to my pal Elon Musk, I don’t have to.
- [What’s The Minimum Number Of Words For A Blog Post?](https://www.ianlurie.com/writing/whats-the-minimum-number-of-words-for-a-blog-post/): One.
- [Data Visualization For Marketers: SERPStat Webinar](https://www.ianlurie.com/writing/data-visualization-for-marketers-serpstat-webinar/): SERPStat invited me to talk about one of my favorite topics/pet peeves: Data visualization. I learned (after about 20 years) that if no one understands you, being right means…
- [Building, Running, & Selling An Agency](https://www.ianlurie.com/writing/agency-life/): I’ve given this talk a couple of times now. Building and running an agency is all about controlled chaos. These are a few lessons I learned (or failed to learn) along the way.…
- [Diversity And Inclusion Matters](https://www.ianlurie.com/writing/diversity-and-inclusion-matters/): Ian Lurie, LLC is committed to fostering, cultivating and preserving a culture of diversity, equity and inclusion… OK, look: Ian Lurie, LLC is pretty much one person. Me. I work…
- [Content Creation For Really Small Teams](https://www.ianlurie.com/writing/content-creation-for-small-teams/): All the case studies about content that generated 50,000 customers can make you feel like a complete loser, and I’m here to say you’re not, and you’re not alone. This morning I…
- [How To Run An Internal SEO Training Program](https://www.ianlurie.com/writing/seo-training-deck/): Training internal teams is one of an SEO professional’s greatest opportunities. It can also be a living hell. Seattle Search Network invited me to talk about it, so I did. Here’s…
- [E-A-T & SEO: MNSearch Presentation & Links](https://www.ianlurie.com/writing/e-a-t-seo-presentation/): The MNSearch community is one of the best on the planet. They let me babble on about E-A-T and SEO today. This is the deck, and a couple of relevant links.
- [The Perfect Blog Post](https://www.ianlurie.com/writing/the-perfect-blog-post/): Read this to plumb the depths of my despair as a marketer and writer.
- [In These Uncertain Times, Marketing Copy Can Still Show Empathy](https://www.ianlurie.com/writing/copywriting-can-show-empathy/): Most of us, including brands and the copywriters that work for them, want to show empathy. Particularly during a crisis. But you don’t need to start your ad with “In these…
- [What Digital Marketing Does](https://www.ianlurie.com/writing/digital-marketing-does/): Digital marketing is not a business strategy. It connects your customers to your value (your product) when they need it.
- [Site Replatforming: 51 Must-Do To-Dos](https://www.ianlurie.com/writing/replatforming-must-do-to-dos/): I have a love/hate relationship with site replatforming projects: Migrating from one CMS/e-commerce platform/whatever to another is an opportunity. Great things can happen! Yay!…
- [Every Shitshow is Different: Running An Agency In A Crisis](https://www.ianlurie.com/writing/every-shitshow-is-different-running-an-agency-in-a-crisis/): If you run an agency, you’re going to face tough times. There’s no avoiding them. These are my experiences and how I (and my agency) survived them.
- [SEO 101: URL Permanence](https://www.ianlurie.com/writing/seo-101-url-permanence/): If you create repeating, date-based content on your site, like an annual ‘best of’ list or buyer’s guide, use the same URL every year. Archive previous years to date-based URLs.…
- [SEO 101: The Blank Sheet Of Paper Test](https://www.ianlurie.com/writing/seo-101-the-blank-sheet-of-paper-test/): SEO Rule Number One: Fully describe your content. Heck, that’s copywriting rule number one. Everything that describes content should pass the blank sheet of paper test: “Will…
- [Marketing Haiku, 2.0, aka I Still Have Writer’s Block](https://www.ianlurie.com/writing/marketing-haiku/): Yep. I still have writer’s block. I’m so desperate I’m rewriting old fluff pieces and publishing them in a futile display of attention grubbing. So here you go: More Marketing…
- [Putting The Brakes On Python](https://www.ianlurie.com/writing/putting-the-brakes-on-python/): Python is a fantastic SEO tool, until it breaks your heart. Tools are tools and you need to pick your battles. Ask yourself these questions before you code.
- [What’s A Good Outgoing Link? Use Common Sense](https://www.ianlurie.com/writing/outgoing-links/): What’s a “good” outgoing link? The SEO world has generated a mindboggling mound of utter crap on this subject. I try to simplify and make sense of it all.
- [Advanced? It’s Not What You Think.](https://www.ianlurie.com/writing/advanced-not-what-you-think/): Advanced isn’t what you think. “Skilled” isn’t the same as “advanced.” “Skilled” means you know how to do a thing. Skills are crucial. “Advanced” means you can recognize the…
- [SEO Copywriting: The Blank Sheet Of Paper Test (presentation)](https://www.ianlurie.com/writing/seo-copywriting-blank-sheet-of-paper-test/): Carol Schiller invited me to talk SEO copywriting at her class on Saturday. It was great fun, replete with Capybara. I focused on The Blank Sheet Of Paper Test: “Will this…
- [How To: Find And Replace Fonts In Powerpoint](https://www.ianlurie.com/writing/find-replace-fonts-powerpoint/): I don’t do tips posts, but this one was so dang exciting. You can find and replace fonts in Powerpoint. I. Am. Stunned. I am filled with joy.
- [My Other Writing](https://www.ianlurie.com/writing/my-other-writing/): I’ve been writing for 28 years. These days, I write for fun, not survival, so there may be a little less going on here. Have a look at the 1,000+ posts I wrote on Portent.com