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Hex-ko

@hexscope-en.bsky.social
19 followers 111 following 31 posts

Researcher at HexScope. I study how AI assistants talk about brands — AI search, marketing, measurement. Coffee-powered. Views my own. blog.hexscope.ai

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Reposted by Hex-ko
Vahan Petrosyan @vahandev.bsky.social · 13h
Google Takes Applications For A UGC Pipeline Separate From Crawling Approved forums and social platforms can send content and interaction signals through a separate pipeline. Here's who can apply and how it compares to crawling.
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Lisa Raehsler @lisarockssem.bsky.social · 12h
Free AI answers run on investor money. That has an expiration date. Ross Djunisijevic predicts the answers themselves will become paid inventory, with the links inside the response. 💫 New on my podcast, AI Ads & Beyond. Full vid: buff.ly/gQDwqvr #aiads
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Search Engine Journal @sejournal.bsky.social · 15/10/2026
Prepare for a potential Panda-style Google update by tackling scaled AI content and fake authors that could put your entire site's rankings at risk. via @taylordanrw.bsky.social
searchenginejournal.com
96.8% Chance Of A Panda-Style Update Within A Month According To Prediction Model Signals
Prepare for a potential Panda-style Google update by tackling scaled AI content and fake authors that could put your entire site's rankings at risk. via @taylordanrw.bsky.social
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Simon Willison @simonwillison.net · 15/10/2026
"Anthropic told investors on Wednesday distillation accounted for 5 per cent to 7 per cent of revenue" If true, and Q2 revenue was $11.5B, then that's more than half a billion dollars spent by other labs to distill Anthropic's models! www.ft.com/content/1163...
The start-up has also clamped down on
"distillation" - a controversial practice whereby rival Al labs train their models on the outputs of more advanced ones.
When rival companies "distil" their models from Anthropic's models, that involves heavy usage and spending.
Anthropic told investors on Wednesday distillation accounted for 5 per cent to 7 per cent of revenue and that they had cut it back
"materially" in the third quarter of the year, said four people with direct knowledge of the matter.
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Hex-ko @hexscope-en.bsky.social · 15/10/2026
Dusting off something I wrote a while back. Everyone keeps asking whether ChatGPT traffic is worth chasing for their products — so I dug into 973 stores and three datasets, and the answer turns out to hinge on one thing: how complicated the thing you sell is.
blog.hexscope.ai
The Harder The Product, The More ChatGPT Traffic Pays Off
AI traffic is about 1% of visits but pulls roughly 10% of sales / So roll out GEO on high-involvement categories first, not all at once
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SEO & SMM News @seo.at.thenote.app · 14/10/2026
Google Explains How They Rank PDFs And What It Means For SEO/GEO Google explains how it ranks PDFs in Search and AI Mode and how to check if a PDF is SEO friendly. #google #seo
searchenginejournal.com
Google Explains How They Rank PDFs And What It Means For SEO/GEO via @sejournal, @martinibuster
Google explains how it ranks PDFs in Search and AI Mode and how to check if a PDF is SEO friendly.
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KampaignLab @kampaignlab.bsky.social · 14/10/2026
Your lead scoring loves the wrong person. A lead who downloaded a whitepaper 8 months ago and vanished still scores "sales-ready." A prospect pricing you 3x THIS week scores lower. Why? No decay. A score without a timestamp is only half an answer.
kampaignlab.com
Behavior-Based Lead Scoring: How to Trigger the Right Follow-Up at the Right Time
A demo request from 90 days ago still scores full points in most systems — even though its conversion odds have collapsed. A score without a timestamp is only half an answer. How to score behavior, de...
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Jesper Nissen @jespernissenseo.bsky.social · 13/10/2026
Parasite SEO with Google sites has exploded in visibility after the Google September spam update I have never seen a free parasite benefit from a Google update like this. 1/5
Parasite SEO with Google sites has exploded in visibility after the Google September spam update
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Sitebulb @sitebulb.com · 13/10/2026
Lost In Translation: How Language Changes Which Brand AI Recommends - brought to you by your handy #seo helpers @Sitebulb 😊
searchenginejournal.com
Lost In Translation: How Language Changes Which Brand AI Recommends
Your AI visibility check was probably in English. However, new research across 1,650 responses shows AI recommends different brands in different languages. The post Lost In Translation: How Language Changes Which Brand AI Recommends appeared first on S...
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Hex-ko @hexscope-en.bsky.social · 13/10/2026
Dusting off something I wrote a while back. Last time we poked at how you measure an AI's smarts. This time we crack the lid and look at the internal workings -- is the thing actually understanding, or just returning something that sounds right?
blog.hexscope.ai
Does The AI Actually Understand, Or Just Sound Like It?
Inside the model, it rebuilds a sentence's structure, not a flat word list / So compare candidates by how they fail, not by how fluent they sound
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Glenn Gabe @glenngabe.bsky.social · 12/10/2026
Is Discover important for your business? A huge heads-up based on a Google job description. Check the part about becoming a "concierge": “Lead the design vision & execution to transform Discover into a proactive, hyper-personalized concierge experience that helps users make progress on their goals”
lnkd.in
𝐆𝐨𝐨𝐠𝐥𝐞 𝐰𝐚𝐧𝐭𝐬 𝐭𝐨 𝐭𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦 𝐆𝐨𝐨𝐠𝐥𝐞 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫 𝐢𝐧𝐭𝐨 𝐚 𝐩𝐫𝐨𝐚𝐜𝐭𝐢𝐯𝐞, 𝐡𝐲𝐩𝐞𝐫-𝐩𝐞𝐫𝐬𝐨𝐧𝐚𝐥𝐢𝐳𝐞𝐝 𝐟𝐞𝐞𝐝. This comes from the job posting for… | Damien Andell
𝐆𝐨𝐨𝐠𝐥𝐞 𝐰𝐚𝐧𝐭𝐬 𝐭𝐨 𝐭𝐫𝐚𝐧𝐬𝐟𝐨𝐫𝐦 𝐆𝐨𝐨𝐠𝐥𝐞 𝐃𝐢𝐬𝐜𝐨𝐯𝐞𝐫 𝐢𝐧𝐭𝐨 𝐚 𝐩𝐫𝐨𝐚𝐜𝐭𝐢𝐯𝐞, 𝐡𝐲𝐩𝐞𝐫-𝐩𝐞𝐫𝐬𝐨𝐧𝐚𝐥𝐢𝐳𝐞𝐝 𝐟𝐞𝐞𝐝. This comes from the job posting for Principal, UX, Search Discover. Director+ level. Mountain View, CA or New Yo...
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API Evangelist @apievangelist.com · 12/10/2026
I mapped all 64 Nordic APIs Platform Summit sessions to the Kin Score before Stockholm. 34 are mostly about the agent layer, 23 about the four foundation facets underneath it. Across 28,597 providers, readiness tracks the governance composite at 0.874, and nobody in the bottom band is…
apievangelist.com
Sixty-Four Talks In Stockholm, And The Agenda Aligns With My Keynote
The Nordic APIs Platform Summit opens in Stockholm tomorrow, Tuesday and Wednesday, 13 and 14 October, and I close it on Wednesday at 15:45 with a talk calle...
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Search Engine Roundtable @seroundtable.bsky.social · 11/10/2026
The search performance reports in Google Search Console is now over 64 hours delayed, which is incredibly unusual for this report. Generally, we see this report updated within a few hours but over the past few days, post-spam update, the report has been lagging.
seroundtable.com
Google Search Console Performance Report Extremely Delayed
The search performance reports in Google Search Console is now over 64 hours delayed, which is incredibly unusual for this report. Generally, we see this report updated within a few hours but over the past few days, post-spam update, the report has been lagging.
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Ryan Bozeman - OpsAlien.com @ryanbozeman.bsky.social · 10/10/2026
Ask an AI assistant to explain your business. Does it get your services right? Who does it say you help? Where’s that information coming from? Contentstack’s new Canoe tool tracks this. You can start with a few buyer questions and see what comes back.
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Preeti Gupta @ilovechoclates.bsky.social · 10/10/2026
I think I just found an (easy) way to connect GSC and GA4 to Claude. I made a Composio account, connected both tools to it, then added the Composio MCP to Claude, and boom. Now I have GSC and GA4 data in Claude. I think it's super cool
Screenshot of the Composio dashboard showing the Google Analytics page. It includes a blue button to connect a new Google Analytics account.
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Trew Knowledge @trewknowledge.com · 09/10/2026
#AIThisWeek: Mistral and Reflection AI are pushing open-weight models, while Google is giving cyber defenders early access to Gemini 4 Argon before a wider release. This week, who gets access mattered almost as much as what the models can do. 🔗 ow.ly/Yq2x50ZWfVG #AI #News #EnterpriseAI
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Link Building HQ @linkbuildinghq.bsky.social · 09/10/2026
Going global? Catch @nielsarts.bsky.social's session as he shares a framework to forecast international SEO traffic and sheds light on how to pick the right markets before implementing localization. #BrightonSEO #InternationalSEO
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Search Engine Journal @sejournal.bsky.social · 08/10/2026
Google's latest spam update has finished rolling out after nearly two weeks, taking longer than any of the three spam updates it ran this year. via @mattgsouthern.bsky.social #seonews #Google
searchenginejournal.com
Google Completes September 2026 Spam Update After Nearly 14 Days
Google's latest spam update has finished rolling out after nearly two weeks, taking longer than any of the three spam updates it ran this year. via @mattgsouthern.bsky.social #seonews #Google
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♾️TheMann00 @themann00.com · 08/10/2026
OpenAI launched 'Intelligent UI' for ChatGPT, adding interactive visuals directly to responses: tappable diagrams, editable graphs, task-specific calculators, multi-day map cards. The update comes with GPT-6. Pro, Plus, Business, and… www.threads.com/@themann00/post/DeO…
Cartoon humans and a robot gathered around a glowing screen showing interactive diagrams and a recipe panel.
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Hex-ko @hexscope-en.bsky.social · 08/10/2026
Dusting off something I wrote a while back. Four big surveys seem to say opposite things about whether people want AI from brands — so I lined them up to see what the contradiction is actually hiding.
blog.hexscope.ai
Your Customers Trust AI. They Just Don't Trust You Using It.
60% trust AI's answers, but 50% avoid brands that flaunt it / The fix isn't whether you use AI, but where you let it show
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Lisa Raehsler @lisarockssem.bsky.social · 07/10/2026
Your competitor's one-star reviews are an ad copy brief GIFT! 🎁 Brittany Sager uses LLMs to mine Google reviews and Reddit threads for real complaints, then puts your fix front and center in the #ppcads. Watch the full ep from my podcast AI Ads & Beyond 💫 buff.ly/zndaGLj
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interimcoo.bsky.social @interimcoo.bsky.social · 07/10/2026
Over 60% of staff use unsanctioned AI tools to beat deadlines. Shadow AI is a leadership vacuum, not a discipline problem. The fix is structure, not punishment. Read more: vwcg.app/blog/shadow-ai-employees-u… #SmallBusiness #Leadership #Operations #Management
Shadow AI: Risks and Response for SMBs | VWCG Blog
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Techmeme @techmeme.com · 06/10/2026
Mistral releases Mistral Large 4, dubbed "le Chonk", a 1T-parameter open-weight model for general agentic capabilities, trained on 4,000 Grace Blackwell GPUs (Sabrina Ortiz/The Deep View) Main Link | Techmeme Permalink
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Premarcu @premarcu.bsky.social · 06/10/2026
I skipped the launch thread and sent one AI automation build to my newsletter. The useful detail wasn't the model. It was the messy input. Distribution is a filter. Your hook is the failure mode. What failure mode should I document next?
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Premarcu @premarcu.bsky.social · 05/10/2026
Distribution experiment: I turned a repeated customer question into a newsletter issue instead of another reply. Result: the answer is reusable. I stopped rewriting setup notes. Distribution is documentation. What repeated question do you keep answering by hand?
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Glenn Gabe @glenngabe.bsky.social · 04/10/2026
From the Google Search Live Day 3 recap from John Campbell. With a focus on QUALITY, SPAM, AI, etc. Good stuff. Google on more spam updates: "There have been more spam updates recently because there is so much more new content. The team is now using AI to help catch more of it."
weareroast.com
Google Search Central Live Deep Dive, Barcelona - Day 3 Recap | We Are ROAST
Google Search Central Live Deep Dive, Barcelona - Day 3 Recap - A review of the 3rd and final day.
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Techmeme @techmeme.com · 04/10/2026
Q&A with OpenAI VP of Hardware Richard Ho on its Jalapeño inference chip co-designed with Broadcom, using internal OpenAI models to design the chip, and more (Dr. Ian Cutress/More Than Moore) Main Link | Techmeme Permalink
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Sitebulb @sitebulb.com · 03/10/2026
Google Wants AI Content Fact-Checked, Gemini UTM Tags – SEO Pulse via @sejournal, @MattGSouthern - brought to you by your handy #seo helpers @Sitebulb 😊
searchenginejournal.com
Google Wants AI Content Fact-Checked, Gemini UTM Tags – SEO Pulse via @sejournal, @MattGSouthern
Google adds fact-checking to its AI content guidance, Gemini links show UTM tags, desktop CTR fell in Q2, and a judge dismisses two AI suits. The post Google Wants AI Content Fact-Checked, Gemini UTM Tags – SEO Pulse appeared first on Search Engine Jou...
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Wil Reynolds @wilreynolds.bsky.social · 03/10/2026
Here are 5 KPIs that will help you convince the c-level that visibility, citations, etc are the wrong metrics, and these instead will lead to sustainable, long term visibility. www.seerinteractive.com/insights/ai-...
seerinteractive.com
Re-imagining AI Visibility KPIs in a Query Fan Out world
Wil Reynolds shares essential AI visibility KPIs for generative engine optimization campaigns. The old KPIs don't work and are too rooted in search.
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Trew Knowledge @trewknowledge.com · 02/10/2026
#AIThisWeek: OpenAI launched Dots to take on Meta's Muse. Shopify is redesigning checkout for agents. Automattic is building infrastructure for what agents create. Meanwhile, OpenAI's latest incidents show how quickly autonomy can become a safety problem. 🔗 ow.ly/SubN50ZTSlQ
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Search ‘n Stuff @searchnstuff.co.uk · 02/10/2026
📊 Many analytics teams begin as one person and a lot of questions. Dan Truman shares a practical guide to hiring, structure, tooling and culture in “Building digital analytics teams from the ground up.” #SearchNStuffAntalya #SearchNStuff
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Glenn Gabe @glenngabe.bsky.social · 01/10/2026
Good morning Google Land! This is the 10/1 edition of "Spam Update Notes". The update continues to roll out and I believe we saw a specific change on 9/30. I received emails from several site owners explaining they saw a huge drop right on 9/30. Check out my LI post for details (including Reddit)!
lnkd.in
Good morning Google Land! This is the 10/1 edition of Spam Update Notes. The update continues to roll out and I believe we saw a specific change on 9/30. I received emails from several site owners… | ...
Good morning Google Land! This is the 10/1 edition of Spam Update Notes. The update continues to roll out and I believe we saw a specific change on 9/30. I received emails from several site owners exp...
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Vahan Petrosyan @vahandev.bsky.social · 01/10/2026
Nothing Is On Fire At Google Google has the data, chips and distribution to win AI. So did Microsoft. Why Google's incentives may keep it protecting Search instead of disrupting it.
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Hex-ko @hexscope-en.bsky.social · 01/10/2026
Dusting off something I wrote a while back. ChatGPT traffic is climbing and everyone wants to move budget — so I pulled the conversion numbers from 973 stores to see whether the quality actually backs the hype.
blog.hexscope.ai
ChatGPT Traffic Out-Converts Paid Social. Read Two Numbers, Not One.
LLM referrals out-convert paid social and grew 40% in one quarter / Share is still near 1%, so track conversion and referral share together
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Lily Ray 😏 @lilyray.nyc · 30/09/2026
Since LLMs construct multiple fan-out queries and use search engines to conduct these searches simultaneously, doesn’t that kind of imply that SEO is actually *more* important than it was before? 🤔 (Better coverage = better visibility)
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Ethan Lazuk @ethanlazuk.bsky.social · 30/09/2026
Looked at a pretty interesting marketing term for this week's Hamsterdam Marketing post: "Category Entry Points" ethanlazuk.com/blog/lets-ta... TL;DR: CEP creates the human information need, the prompt expresses that need, while query fanout decomposes that need into IR tasks. 🐹✌️
ethanlazuk.com
Let's Talk About "Category Entry Points" in the Context of SEO/GEO: A Hamsterdam Marketing Lesson - Ethan Lazuk
Let’s Talk About “Category Entry Points” in the Context of SEO/GEO: A Hamsterdam Marketing Lesson By Ethan Lazuk Last updated: Welcome to another edition of Hamsterdam Marketing! 🐹 This is a project w...
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Vahan Petrosyan @vahandev.bsky.social · 29/09/2026
Google Desktop CTR Fell In Q2 While Mobile Rose, Data Shows Q2 data shows Google desktop CTR down and mobile up at top positions, in a comparison spanning the end of a Search Console logging error.
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Link Building HQ @linkbuildinghq.bsky.social · 29/09/2026
Search has changed, y’all. 👀 The blue links no longer rule alone. With Google AI Mode, Gemini, and conversational search reshaping the SERP, SEOs need to rethink what visibility looks like. Here’s your Southern Gentleman’s briefing on AI Mode SEO. 🤠🔎 youtube.com/watch?v=2NgB... #SEO #AISEO #Google
youtube.com
AI Mode & Gemini: Search's Most Dramatic Shift Yet (A Southern Gentleman’s Discourse)
YouTube video by LinkBuilding HQ
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Hex-ko @hexscope-en.bsky.social · 29/09/2026
Most of the AI-search numbers I quote come from outside Japan. There's a survey of 2,204 working adults here, though: 57% of people in their twenties said their search use went down, against 30% of people in their fifties.
blog.hexscope.ai
57% Of Japan's Twenty-Somethings Say Search Is Down. Half That For Fifties.
57% of Japan's twenty-somethings say they search less, against 30% in their fifties / Check your own customers' age mix before you decide what to fix first
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Search Engine Roundtable @seroundtable.bsky.social · 28/09/2026
The first stage of the Google September 2026 Spam update seems to have been felt in a big way starting Friday, September 25th, with even more movement on Saturday, September 26th and then ending on Sunday, September 27th. There is more to come, since we are only five days into the two-week rollout.
seroundtable.com
Google September 2026 Spam Update Has Big Weekend Impact
The first stage of the Google September 2026 Spam update seems to have been felt in a big way starting Friday, September 25th, with even more movement on Saturday, September 26th and then ending on Sunday, September 27th. There is more to come, since we are only five days into the two-week rollout.
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The SEO Corner @theseocorner.bsky.social · 28/09/2026
Top #SEO Tip: Google's move to broad matching means it's harder to implement long tail keywords, as Google generalises and ranks high authority. Look at the SERPs for your keyword and analyse what Google is ranking. Aim for terms where high relevance is valued. #Blogging #Business #Marketing
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Dare Obasanjo @carnage4life.bsky.social · 27/09/2026
AI is killing the billable hour. Charging clients for “hours” of research and document drafting that obviously took far less time with AI is unsustainable. It’ll be interesting to see which professions can successfully move to flat rates or outcome-based billing without losing revenue.
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Search Engine Journal @sejournal.bsky.social · 26/09/2026
Google's September spam update may take up to two weeks, Search Console adds image-based search data, reports look at traffic from Search and AI Mode. via @mattgsouthern.bsky.social #Google
searchenginejournal.com
Google Spam Update, Image Search Data In GSC – SEO Pulse
Google's September spam update may take up to two weeks, Search Console adds image-based search data, reports look at traffic from Search and AI Mode. via @mattgsouthern.bsky.social #Google
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Sitebulb @sitebulb.com · 26/09/2026
📣WEBINAR! Itamar Blauer & Tory Gray join Patrick Hathaway to compare notes on the newest addition to your tool stack: MCP... What's changed in their work, which workflows have held up, and where the 12-month hype is gonna look silly in hindsight. sitebulb.com/resources/guid...
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Roger Montti @martinibuster.bsky.social · 25/09/2026
Google has deployed a new anti-spam system designed to detect AI content. This is why it may be a part of Google's Spam Update. www.searchenginejournal.com/google-has-d...
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Aleyda Solis @aleyda.bsky.social · 25/09/2026
🤖 Useful Free resource by Findrix featuring which brands ChatGPT, Gemini, Google AI Mode and Perplexity recommend across 26 US markets across 10 categories (with a relevant/useful split that actually make it useful), and which sources they rely on 👇 Check it out: findrix.ai/radar/
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Vahan Petrosyan @vahandev.bsky.social · 24/09/2026
Search Console Uses Block Flattening For AIOs, Forget Position & Focus On Outcomes Block flattening can make weak AI Overview visibility look like a top ranking in Search Console, so prioritize actual visits and conversions.
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John Mueller @johnmu.com · 24/09/2026
If you have an image-heavy website, Search Console now reports on "multimodal" queries like when you take a photo w/Lens. No, you don't see the photo :-), but you can see which of your pages showed up & how often. I think it's pretty cool, but I am biased :-). developers.google.com/search/blog/...
developers.google.com
Announcing web multimodal Search performance reporting in Search Console  |  Google Search Central Blog  |  Google for Developers
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Hex-ko @hexscope-en.bsky.social · 24/09/2026
A teammate told me ChatGPT nailed our company description, case closed. Turns out that's the easy test: across 150 brands, 96% get described correctly by name — and 89% never turn up when you ask the category question a buyer actually types.
blog.hexscope.ai
Name-Drop AI And It Knows You. The Category Test Doesn't.
150 brands, named directly: AI gets 96% right / Same brands, asked by category: 89% never show up
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Dare Obasanjo @carnage4life.bsky.social · 23/09/2026
OpenAI cut API prices 50% for its new Sol and Luna models. Anthropic cut Opus pricing 20% while claiming better performance. AI models are starting to look like every other technology where the product keeps getting better while prices shrink. So much for token prices going up as subsidies end.
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