Chris Green SEO
@chris-green.net
đ€ 1458
đ„ 642
đ 1440
Technical Director (Torque Partners), experienced search trainer & mentor.
#BeOnePercentBetter
Will ChatGPT paid ads be a worthwhile investment for brands? Right now, itâs hard to see how we can prove it. Estimated average CPM at $60 (which is super high relative to other paid platforms), and yet there is no clear way to understand conversions generated from those placements. đ§” 1/7
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ChatGPT ads come with premium prices â and limited data
OpenAIâs high-priced ChatGPT ads promise premium visibility inside AI conversations, despite limited performance data in return.
https://buff.ly/HMoeb2M
about 23 hours ago
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What replaces clicks in a post-click world? If âSEO is deadâ and âAEO/GEO is the new SEOâ, itâs ironic that Google Impressions are one of the best indicators Donât expect to hot-swap clicks for impressions without questions. Time to start educating on impressions and why theyâre important.
2 days ago
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So youâre happy your content works for users, but are you sure it works for AI systems too? Okay, so this is something that I wish we didnât need to worry about - but we do. It comes worrying close to the âwriting for SEOâ activity that is responsible for at least some of my grey hairs. đ§” 1/9
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The New Content Failure Mode: People Love It, Models Ignore It
How to detect the gap, prioritize fixes, and improve inclusion
https://buff.ly/x3H2mqb
3 days ago
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AI Search has driven an evolution in your SEO function, not - Iâve argued many times - a replacement of it. But for those who were quicker at launching a new function (net new or an extension of existing SEO), hereâs likely what you have seen in the first year: đ§” 1/7
4 days ago
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If you want an example of why 2026 is the year of better bot management, this is it! In this specific example, Grok is asked to fetch a URL, and we see 16 requests across 5 different user-agents and 12 IPs. đ§” 1/6
10 days ago
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I use AI but⊠I wouldnât connect it to my Google Drive I wouldnât use a browser powered by it I wouldnât auto-allow Cursor to run any/all commands in terminal I wouldnât take health advice without question I wouldnât let my kids access unsupervised I wouldnât trust references without review đ§” 1/4
11 days ago
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reposted by
Chris Green SEO
Chris Spann
14 days ago
Final shout for Issue 1 of This Station Is Non-Operational, a newsletter for human computer users forced to live under the yolk of big tech.
buttondown.com/thisstationi...
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Been a busy week, so busy I barely clocked this one go out -
www.searchenginejournal.com/what-the-lat...
Thanks
@shelleywalsh.bsky.social
for the interview and the cracking write up too!
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Analysis Reveals Surprises About How CMS Platforms Are Influencing Tech SEO
From analysis of the HTTP Archive dataset, Chris Green uncovered little-known facts and surprising insights that usually would go unnoticed
https://www.searchenginejournal.com/what-the-latest-web-almanac-report-reveals-about-bots-cms-influence-llms-txt/565958/
14 days ago
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This experiment from Dan is really interesting, and it's great that he's sharing it. I am worried itâll be taken the wrong way though⊠What if this gets boiled down to âGoogle AI only uses ~500â800 words, so we should all write 500â800-word articles againâ? That doesnât seem right⊠𧔠1/6
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How big are Googleâs grounding chunks?
Note: Highlighted bits of this article indicate the parts used to ground Gemini with article title as prompt. Our prior analysis showed that Google doesnât use your full page content when groundingâŠ
https://buff.ly/5ivY6vr
15 days ago
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These questions from Despina stopped me in my tracks: - If your brand is cited in AI Overviews, will it also appear in AI Mode? - Do you need separate optimisation strategies for each? - What does it mean when two AI systems agree on what to say but not where they found it? đ§” 1/6
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Are AI Mode and AI Overviews Just Different Versions of the Same Answer? (730K Responses Studied)
This data study compares the similarities and differences between Google's AI Overview and AI Mode responses, and what it means for brands.
https://buff.ly/gRxLLR6
16 days ago
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This experiment is as fun as it is scary. Can a fake brand, with âofficial factsâ, be cited in AI answers? Can AI be made to cite fictitious counter-facts (âliesâ) about the fake brand? Yes! Itâs a little more complex than that, but it proves a few worrying things we ALL need to be aware of: đ§” 1/6
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I Ran an AI Misinformation Experiment. Every Marketer Should See the Results
I built a fake brand and tricked 8 AI search engines for 2 months. The results show how any real brand can be poisoned, and how to fight back.
https://buff.ly/FwdgVoo
17 days ago
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When machines can do almost everything, which parts of your SEO work are you deliberately choosing to keep human? For years, SEO has trended toward scale. AI and agents are assumed to be here to finish the job. By 2026, most âcommodity SEOâ will be easy to replace. đ§” 1/5
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Will 2026 see the birth of âArtisanal SEO"?
When machines can do almost everything, which parts of your SEO work are you deliberately choosing to keep human?For years, SEO has trended toward scale. AI and agents are assumed to be here toâŠ
https://buff.ly/Kwfm5jw
18 days ago
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For most of the webâs history, humans browsed, and websites responded. That assumption is starting to break. Agents now compare options, check availability, monitor prices, and filter constraints for users. In many cases, they donât need pages at all. They just need reliable information. đ§” 1/5
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Is 2026 the Year of the agent-facing Web?
For most of the webâs history, the assumption was simple: humans browse, websites respond. Search engines mediated discovery, but the interaction itself was human-to-site.Agents aren't just answeringâŠ
https://buff.ly/wj8HuZ8
23 days ago
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Geminiâs interactions API probably wonât be super interesting to you,, but I think this is likely a huge step in AI/Agent development. đ§” 1/5
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Why Google's new Interactions API is such a big deal for AI developers
Why Google's new Interactions API is such a big deal for AI developers
https://buff.ly/ngTgjSU
24 days ago
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Bot management (for SEOs at least) used to be simple; a few search engine crawlers, some bad actors, and simple controls. That world is gone. Today, visibility depends on a growing ecosystem of bots: crawlers, scrapers, training bots, AI search providers, and agents acting on behalf of users đ§” 1/5
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How do you manage bots in the age of AI and agents?
Bot management used to be a relatively contained problem. A small number of well-understood search engine crawlers, a handful of bad actors, and some fairly blunt controls were usually enough. NotâŠ
https://buff.ly/vl1rDBj
25 days ago
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Love this, great stuff from Dawn!
add a skeleton here at some point
25 days ago
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reposted by
Chris Green SEO
Montse Cano
26 days ago
The 2025 Web Almanac was published this week and I've put together some insights from the chapters I contributed to. Huge thanks to the community who made it possible. It was a real pleasure working with you all.
montserrat-cano.com/insights-fro...
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Insights From The Web Almanac 2025 - Montserrat Cano | International SEO & Digital Marketing
Explore key insights from the 2025 Web Almanac on SEO, page weight and internationalisation, and what they mean for building faster, more global websites.
https://montserrat-cano.com/insights-from-the-web-almanac-2025/
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Best excuse for missed assignment due date goes tooâŠ
add a skeleton here at some point
26 days ago
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reposted by
Chris Green SEO
Aleyda Solis
26 days ago
đš This week's SEO & AI Search News of the Week with
#SEOFOMO
[Jan 18, 2026] đ * âOpenAI will start to test ads in the US * âApple is finally upgrading Siri, and Google Gemini will power it * âMicrosoft releases a Guide to AEO and GEO for Retailers More:
seofomo.co/posts/the-se...
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reposted by
Chris Green SEO
Sitebulb
27 days ago
Our first webinar of 2026 is a corker! Join us for a panel discussion with 2 SEO heavyweights:Â @dejanseo.bsky.social &Â Jes Scholz.
sitebulb.com/resources/guid...
Note the earlier time to accommodate our Australia-based panelists. If you cannot make this time, sign up anyway to get the recording.
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reposted by
Chris Green SEO
Montse Cano
28 days ago
The Almanac is out! If you work in digital, then you should read it to understand where the web is at. Thanks for the opportunity to work with so many brilliant people on the page weight again and SEO chapters, eg,
@tamethebots.com
@not-a-robot.com
@chris-green.net
add a skeleton here at some point
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So glad I (finally) put myself forward for this. Such an epic project, I learned so much and got to work with some really great people. The rumour are true
@tunetheweb.com
is a legend
add a skeleton here at some point
29 days ago
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Eoghanâs back writing (or at least I have started seeing his work again), which is a good thing as far as I am concerned. In a starkly practical piece, âHow Much Has SEO Really Changed?â Eoghan describes the following cases: - A lot of basic SEO work can now be automated đ§” 1/3
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Between AI Hype and Denial: How Much Has SEO Really Changed? - Eoghan Henn / Rebelytics
There's no doubt that the rise of AI has disrupted the SEO industry. But while some claim that SEO is finally dead1 and have even invented new names (Hi, GEO
https://buff.ly/tuupWRi
29 days ago
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A lot of the work many of us do can now (or soon) be handled by AI agents Whatâs changed isnât the notion of this; itâs the execution. The capability is finally catching up with the hype, and the promise of automation is too strong for organisations to ignore. Opting out isnât neutral. đ§” 1/5
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Are we building agents or going to be replaced by them?
A lot of the work many of us do can already be done by AI agents. Not perfectly, not end-to-end, but well enough to be useful. For a long time that gap between âusefulâ and âreliableâ was where humanâŠ
https://buff.ly/gFByBeN
30 days ago
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The line between SEO/GEO is a controversial topic. Some say the line is blurred; others are dancing on the line; others are running a mile. Some refuse even to accept the premise of the line đ€· đ§” 1/8
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Who Benefits When the Line Between SEO and GEO Is Blurred
Why continuity messaging persists, how consumer behavior is changing, and what businesses miss as clicks stop telling the full story
https://buff.ly/ZvL2IOs
about 1 month ago
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How will we handle attribution as clicks disappear? AI search will reduce clicks. That's not controversial. The uncomfortable consequence is: fewer clicks mean fewer people trigger web analytics, which is how most organisations measure performance and assign value. SEO will appear to be đ§” 1/11
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How are we going to handle attribution as clicks disappear?
How are we going to handle attribution as clicks disappear?AI search is going to reduce clicks. That part is not controversial.The uncomfortable consequence is what follows: fewer clicks means fewerâŠ
https://buff.ly/7BT9BoQ
about 1 month ago
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X2 weeks into January and Iâm still hanging on to this one đ
add a skeleton here at some point
about 1 month ago
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Better late to this thread is better than never!
add a skeleton here at some point
about 1 month ago
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Ever been frustrated by a feature in Google Search Console? Youâre not alone. But hereâs a new way of looking at the GSC team and how they shape their roadmap. People are great at reporting when something is wrong, but not when something works well. đ§” 1/4
about 1 month ago
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The num=100 change Google made recently was pretty disruptive It was also annoying, quite complicated to communicate if you werenât already that âin toâ the complexities of rank tracking. This change impacted: - Accuracy of data - Costs of rank tracking - Top line reporting metrics đ§” 1/2
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Why Does Google Parameter &num= Matter?
The &num=100 search parameter was recently deprecated. This seemingly small change in a Google search URL parameter is having a massive impact on the SEO industry. In this Whiteboard Friday, TomâŠ
https://moz.com/blog/why-does-google-parameter-num-matter-whiteboard-friday
about 1 month ago
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Thereâs a huge spam war going onâïž Itâs far larger than it ever has been. If you think youâre worried about AI slop in your social feeds, Googleâs Discover team has seen it far worse. Besides the spam-fighting they're doing, they also illustrated a critical point at Search Central Live 2025 đ§” 1/3
about 1 month ago
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This AI Search thing is exhausting, right? Yes, but if youâre fortunate to find this stuff interesting too, maybe thatâs some pay-off. One of the people whose output has been among the most useful is Josh Blyskal. đ§” 1/4
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I analyzed 250M AI responses. Here is the uncomfortable truth about AI Search right now
Here's a copy of my deck from Tech SEO Connect in Raleigh, NC on December 5th 2025.
https://buff.ly/SCLeRpo
about 1 month ago
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Work in E-commerce SEO? I can guarantee thereâs data youâre missing from Google Merchant Centre, OR there is data you could be making more of. The New Merchant API is easier to work with, more modular, and offers new and enhanced features. Of particular interest: đ§” 1/2
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Merchant API Â |Â Google for Developers
Manage how your business and products show up on Google and get programmatic access to data, insights, and unique capabilities at scale.
https://buff.ly/uEF8DgI
about 2 months ago
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Still on the lookout for KPIs for an Age of AI Search? I am! âAI tracking is a waste of timeâ or âTool providers are doing a bad jobâ are really easy positions to take, but are you investing time/energy to find a better way? John Lovett from Seer has added more thoughts to this process. đ§” 1/4
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The 3 New KPIs for AI Search: How to Measure Brand Performance in the Age of LLMs
Measure your brand's performance in AI search with new KPIs: AI Signal Rate, Answer Accuracy Rate, and AI Influenced Conversion Rate. Embrace the future of AI-driven analytics.
https://www.seerinteractive.com/insights/the-3-new-kpis-for-ai-search-how-to-measure-brand-performance-in-the-age-of-llms
about 2 months ago
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Thrilled to receive my copy of this one, itâs been a few years since I last contributed to SEO in __ from David/Majestic - and what a whopper this is! I think this yearâs is probably the most important. Why? Well, 2025 has been full of surprises, hype, excitement, mystery and worry for many đ§” 1/2
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SEO in 2026 - Majestic
The SEO in 2026 podcast and video series shares expert insights from some of the very best in SEO to help you stay one-step ahead of your competitors.
https://majestic.com/seo-in-2026
about 2 months ago
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Weâve all seen it. Googleâs AI Overviews not knowing the days of the week or ChatGPT failing to count the number of letters in a word⊠or counting letters at all! Does this mean LLMs are dumb, though? đ§” 1/7
about 2 months ago
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SEOs have been mildly obsessed with knowledge graphs for a while, but mostly because we want to ensure that our websites/brands/clients are well represented in Googleâs Knowledge Graph, which makes sense. đ§” 1/11
about 2 months ago
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Agents (or agentic workflows) have potential to change a lot I'd argue that building âagenticâ workflows will be a significant part of our jobs soon. In a world where it is relatively easy to build a workflow, those people who can do it effectively and efficiently ARE going to have the edge. đ§” 1/3
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Introduction to Agents
Kaggle is the worldâs largest data science community with powerful tools and resources to help you achieve your data science goals.
https://www.kaggle.com/whitepaper-introduction-to-agents
2 months ago
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Attention workflow builders, and why not EVERY part of your new workflow needs to be using an LLM. Having tried several approaches with some âinterestingâ constraints and really tough success criteria, itâs really clear that A LOT of workflows out there really arenât worth their time. đ§” 1/8
2 months ago
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Morning after Search Central Live 2025. I have a head full of ideas for the new shopping API, a crap-load of questions and met a load of (new and old) people who make me glad to be in this weird, dysfunctional, fascinating industry. Thanks to Martin, John and the team for putting this on!
2 months ago
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This is something I canât wait to dig into further. It feels like Nick's been rummaging around in my head to find a topic that frequently causes me stress đ€Ż âBrandâ value can be quantified in âSEO dataâ, but itâs not always a clear or obvious picture as to the impact of SEO/Search Teams. đ§” 1/4
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Is Brand Demand Sabotaging Your SEO? Or Hiding Your Week Strategy?
Organic Search is a catcherâs mitt for demand. If no one throws the ball, nothing gets caught.
https://www.seoforlunch.com/p/brand-demand
2 months ago
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So, where is your Bing Strategy? Bing still drives significantly more traffic to websites than AI chat experiences today. This is almost a meme response to AI/LLM hype. đ§” 1/5
2 months ago
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This is neat, smart and well-timed đ Iâve been doing a lot of hand-waving around feed optimisation recently, and this tool from Martin Aberastegue makes this much easier. If you wondered whether your existing merchant feeds are âreadyâ for OpenAI, this will help you understand that đ§” 1/2
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OpenAI Product Feed Validator
Validate your product feed against OpenAI's Product Feed Specification
https://productfeed.cloud/
2 months ago
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Is ChatGPT-5 sending fewer visitors because itâs better than the previous version? Potentially. Interesting thought. âGPT-4.5⊠sometimes created URLs or citations that looked real but were not always accurate⊠GPT-5 stopped doing this. đ§” 1/4
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Why GPT-5 Sends Less Traffic to Websites Than GPT-4.5 - SALT.agencyÂź
We have seen a clear decline in LLM referral traffic over recent months, especially from ChatGPT, and this trend lines up with the release of GPT-5.
https://buff.ly/ENHXy2q
2 months ago
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SEOs could be testing more, with very few exceptions. There are sometimes good reasons not to test, but knowing when, where & how is really important. If I were learning SEO testing from anyone in the biz, SearchPilot is my pick - and there's a free course -
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Learn SEO A/B Testing: Free 101 Course from SearchPilot
Learn the fundamentals of SEO A/B testing in this free course for marketers. Go from guesswork to growth. Sign up today.
https://www.searchpilot.com/seo-testing-course
2 months ago
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A post-click world is a scary place đ± Itâs also a dystopian future that itâs easy to get excited about, but probably wonât be what we think it will beâŠor will it? A sub 1% CTR from ChatGPT results is pretty sobering. Even as a thought exercise, but what if thatâs as good as it gets? đ§” 1/3
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https://www.linkedin.com/posts/vincent-terrasi_chatgpt-visibility-report-leak-last-activity-7396260785963864064-na7V/
2 months ago
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Hereâs a very common - yet important - mistake people make We talk about LLMs (Large Language Models) a lot - they are becoming the centre of âAI Searchâ - but if we REALLY want to understand how results are generated and how to optimise for them. We have to get a bit more precise than that đ§” 1/7
3 months ago
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ChatGPT Web search evocation update Iâve been adding to
buff.ly/j3N1nD4
as data comes out, and spoken to SE Ranking, who've been good enough to share their data Out of 100k keywords, they returned citation sources 15.77% of the time (from web search), but that number risks losing nuance đ§” 1/3
3 months ago
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Hereâs a data source to bookmark and watch closely đ Aleydaâs findings here arenât super-surprising, but they are still interesting. AI traffic is low, relative to Organic, and it impacts certain sites/industries more than others. But this is my favourite: đ§” 1/3
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https://tripadvisor.com
3 months ago
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Wonder how algorithm updates would play out in AI Search? Less of a worry for newer members of the SEO community, as algorithm updates are less well telegraphed and understood. If youâve been in the industry a while, theyâll be formative experiences and a âboogie manâ you warn kids about. đ§” 1/8
3 months ago
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