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Client wants proof that our GEO work caused the improvement

And I don't really have it. Their AI visibility has improved since we started working on it, but during the same period we've updated content, earned new mentions, done regular SEO work and made a bunch of smaller changes. I can show correlation pretty easily. Saying our GEO work caused the increase feels like bullshit. How are agencies handling attribution here without taking credit for something they can't prove? submitted by /u/huhihuhiz [link] [comments] from The SEO Authority https://ift.tt/Jiu0aOX
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How To Find The Sources Shaping AI Answers In Your Industry via @sejournal, @hethr_campbell

Trendos' Gintare Rimolaityte explains how to map AI citation sources by industry and engine, identify competitor gaps, and turn an audit into content and outreach priorities. The post How To Find The Sources Shaping AI Answers In Your Industry appeared first on Search Engine Journal . from Search Engine Journal https://ift.tt/i4sOL2x
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What happened to the Similarweb Chrome extension?

I noticed that the Similarweb Chrome extension no longer seems to be available in the Chrome Web Store. Does anyone know if it was discontinued, temporarily removed, or replaced by something else? I used it quite a bit for quickly checking website traffic estimates and other stats. submitted by /u/toniro [link] [comments] from The SEO Authority https://ift.tt/pnsv6x2
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SEO college course. Any actually free SEO keyword research tools that i can use for one single assignment?

SEO is VERY new to me, and I am in a digital marketing SEO class. One of our first major assignments requires us to use a keyword search tool to do analitics to find out Monthly search amounts, CPC, dificulty, relevance, and trend. The thing is the course materials are out dated as fuck, giving us recommendations to use keyword search tools which used might have been completely free before 2010, bit now require you to pay them after searching 3 keywords. I am looking for a completley free keyword research tool that i can use to finish this dumb assignment. submitted by /u/Winter_Reference_481 [link] [comments] from The SEO Authority https://ift.tt/D3Udfgk
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Does listing the same product in multiple categories waste crawl budget?

I run an e-commerce store with around 500 products. The same product can appear in several relevant categories, such as men’s bracelets, gold-plated bracelets, and silver bracelets. Every category links to the exact same product URL . Each category has its own URL and self-referencing canonical, but the product listings overlap. Would appearing in, say, five categories cause unnecessary product recrawling, or is the additional crawl cost mainly the category pages themselves? Would you keep separate, indexable categories targeting distinct search intents, or consolidate them into a broader category with filters? I’d appreciate current insights for 2026, especially observations from server logs or real e-commerce projects. submitted by /u/Key-War-3434 [link] [comments] from The SEO Authority https://ift.tt/zwJTciq
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