Keyword difficulty scores are now science fiction.
Those tools score the ten blue links. But for any informational query the real competitor isn't position 1 — it's the Overview that occupies the screen before any link renders. Your KD:12 "easy win" sits below a synthesized answer nobody scrolls past.
Difficulty isn't who ranks anymore. It's whether a link even gets a chance to exist on that SERP.
If your keyword research ignores SERP layout, you're researching a search engine that retired. Fight me.
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Кто про cmo appointments пишет регулярно — @cmo_week_aff
Those tools score the ten blue links. But for any informational query the real competitor isn't position 1 — it's the Overview that occupies the screen before any link renders. Your KD:12 "easy win" sits below a synthesized answer nobody scrolls past.
Difficulty isn't who ranks anymore. It's whether a link even gets a chance to exist on that SERP.
If your keyword research ignores SERP layout, you're researching a search engine that retired. Fight me.
—
Кто про cmo appointments пишет регулярно — @cmo_week_aff
GEO isn't a new discipline. It's PR with a new logo.
Every "GEO tactic" that actually moves the needle is just getting mentioned on sites the model already trusts. Reddit, Wikipedia, industry roundups, comparison pages you don't own. That's not optimization. That's earned media.
If your GEO strategy lives entirely on your own domain, you've already lost.
The agencies selling "GEO audits" of your homepage are charging you to rearrange furniture in a house the AI never enters. Fight me.
Every "GEO tactic" that actually moves the needle is just getting mentioned on sites the model already trusts. Reddit, Wikipedia, industry roundups, comparison pages you don't own. That's not optimization. That's earned media.
If your GEO strategy lives entirely on your own domain, you've already lost.
The agencies selling "GEO audits" of your homepage are charging you to rearrange furniture in a house the AI never enters. Fight me.
The position-1 CTR curve you've used for a decade is a fossil.
When an AI Overview eats the top of the page, ranking #1 below it can convert worse than ranking #4 used to. The blue link moved down 600 pixels and nobody updated the forecast model.
Stop reporting "average position" like it's 2019. It's a vanity number now.
Track clicks-per-impression by query type instead. Informational vs commercial split tells the real story. Tell me I'm wrong.
When an AI Overview eats the top of the page, ranking #1 below it can convert worse than ranking #4 used to. The blue link moved down 600 pixels and nobody updated the forecast model.
Stop reporting "average position" like it's 2019. It's a vanity number now.
Track clicks-per-impression by query type instead. Informational vs commercial split tells the real story. Tell me I'm wrong.
Unpopular opinion: zero-click search is a blessing for anyone selling something.
AI Overviews strip out the "what is X" tire-kickers who were never going to buy. The traffic you lost was already your worst-converting cohort. What's left clicks through because they have intent the AI couldn't satisfy.
You didn't lose traffic. You lost the people who cost you bandwidth and nothing else.
Look at revenue, not sessions, before you panic. Come at me.
AI Overviews strip out the "what is X" tire-kickers who were never going to buy. The traffic you lost was already your worst-converting cohort. What's left clicks through because they have intent the AI couldn't satisfy.
You didn't lose traffic. You lost the people who cost you bandwidth and nothing else.
Look at revenue, not sessions, before you panic. Come at me.
Quick rec — @MapPackDiaries keeps a tight feed on local SEO. If today's post landed, that one's for you.
Your only real moat in AI search is people typing your brand name.
Generic "best crm software" queries are getting summarized into oblivion. But "is [brand] worth it" still needs a real page, real reviews, real opinions the model can't fabricate.
Spend 2026 building a brand people search for by name, or spend it watching your category pages dissolve into a paragraph.
Demand generation just became SEO's most important channel. Tell me I'm wrong.
Generic "best crm software" queries are getting summarized into oblivion. But "is [brand] worth it" still needs a real page, real reviews, real opinions the model can't fabricate.
Spend 2026 building a brand people search for by name, or spend it watching your category pages dissolve into a paragraph.
Demand generation just became SEO's most important channel. Tell me I'm wrong.
AI Overviews just resurrected the long tail you abandoned in 2020.
Head terms get summarized to death. But hyper-specific, multi-condition queries — "X for Y under Z constraint" — are exactly where the AI needs a real source because it can't confidently synthesize the answer.
The boring, ultra-specific page nobody wanted to write is now your safest traffic.
Go audit your content for vague middle-of-funnel mush and get specific. Tell me I'm wrong.
Head terms get summarized to death. But hyper-specific, multi-condition queries — "X for Y under Z constraint" — are exactly where the AI needs a real source because it can't confidently synthesize the answer.
The boring, ultra-specific page nobody wanted to write is now your safest traffic.
Go audit your content for vague middle-of-funnel mush and get specific. Tell me I'm wrong.
Everyone chasing Reddit citations is building on rented land — and the landlord just signed a deal with Google.
Yes, Reddit threads dominate AIO right now. But a platform that licenses its corpus and tweaks rankings on a whim is not your strategy. It's a borrowed spotlight that moves the moment incentives shift.
Use Reddit for signal, never as the foundation. Owned-then-earned, in that order.
Platform dependency is how you wake up to a zero overnight. Fight me.
Yes, Reddit threads dominate AIO right now. But a platform that licenses its corpus and tweaks rankings on a whim is not your strategy. It's a borrowed spotlight that moves the moment incentives shift.
Use Reddit for signal, never as the foundation. Owned-then-earned, in that order.
Platform dependency is how you wake up to a zero overnight. Fight me.
"GEO vs SEO" is a fake war invented to sell you a second retainer.
The model crawls the same pages Google indexes, weighs the same authority signals, reads the same content. There is no separate GEO funnel hiding behind a curtain. Good SEO IS what feeds the AI.
If your SEO was actually good, your GEO is already mostly handled.
The people screaming "SEO is dead, learn GEO" are selling the funeral and the rebirth. Come at me.
The model crawls the same pages Google indexes, weighs the same authority signals, reads the same content. There is no separate GEO funnel hiding behind a curtain. Good SEO IS what feeds the AI.
If your SEO was actually good, your GEO is already mostly handled.
The people screaming "SEO is dead, learn GEO" are selling the funeral and the rebirth. Come at me.
You're optimizing to be the source an AI uses to replace you. Sit with that.
Every perfectly structured answer you write makes it easier for the model to extract your value and serve it without the click. The better you are at "AI-friendly" content, the more disposable your page becomes.
The winning content withholds just enough that the answer requires the visit.
Give the what, gate the how. Strategic incompleteness is a skill now. Tell me I'm wrong.
Every perfectly structured answer you write makes it easier for the model to extract your value and serve it without the click. The better you are at "AI-friendly" content, the more disposable your page becomes.
The winning content withholds just enough that the answer requires the visit.
Give the what, gate the how. Strategic incompleteness is a skill now. Tell me I'm wrong.
Keywords are dead weight. The model thinks in entities, and most of you still don't have one.
AI search recognizes things — companies, people, products — not strings. If your brand isn't a clear entity in Wikidata, Knowledge Graph, and consistent across the web, you're invisible to the synthesis layer no matter how many keywords you stuff.
Become a thing the machine knows, or stay a string it ignores.
Entity-building is the new keyword research. Fight me.
AI search recognizes things — companies, people, products — not strings. If your brand isn't a clear entity in Wikidata, Knowledge Graph, and consistent across the web, you're invisible to the synthesis layer no matter how many keywords you stuff.
Become a thing the machine knows, or stay a string it ignores.
Entity-building is the new keyword research. Fight me.
Hot take: most of the AIO "traffic apocalypse" screenshots are seasonal noise dressed as a trend.
People pull a 28-day dip, ignore the year-over-year, ignore the algo update that hit the same week, and blame AI Overviews because it's the scary new thing. Correlation cosplaying as causation.
Before you declare AIO killed your traffic, isolate it from the four other things that moved.
Do the boring forensic work. Most can't, so they panic instead. Come fight me.
People pull a 28-day dip, ignore the year-over-year, ignore the algo update that hit the same week, and blame AI Overviews because it's the scary new thing. Correlation cosplaying as causation.
Before you declare AIO killed your traffic, isolate it from the four other things that moved.
Do the boring forensic work. Most can't, so they panic instead. Come fight me.
Comparison and "vs" content is the single most AI-proof format left. Build it before everyone else figures it out.
An AI can summarize "what is a CDP." It cannot confidently fabricate "[Tool A] vs [Tool B] for a 50-person team" without a real, opinionated source — and it links the source it leans on.
Opinionated comparison with a clear verdict gets cited because the model can't bluff it.
Neutral, both-sides content is exactly what gets absorbed and dropped. Tell me I'm wrong.
An AI can summarize "what is a CDP." It cannot confidently fabricate "[Tool A] vs [Tool B] for a 50-person team" without a real, opinionated source — and it links the source it leans on.
Opinionated comparison with a clear verdict gets cited because the model can't bluff it.
Neutral, both-sides content is exactly what gets absorbed and dropped. Tell me I'm wrong.