Evolve, Mapped
Unofficial recap by Nicholas Mangubat
Ahrefs Evolve, San Diego. October 12–13, 2026.
I took notes on 16 talks at Ahrefs Evolve and connected them into the five shifts they add up to. Scroll, and watch the map grow.
How to read this
Every talk I sat in on argued for one of five shifts in how marketing works now. Each one leads to the next: the click broke, so other sites started telling your story, so the scoreboard had to change, so teams rebuilt, and what was left to compete on was human.
Scroll, and each shift adds its talks to the map.
Shift 1 of 5
68%of US Google searches end without a click
Similarweb US panel, Jan–Apr 2026, presented by Rand Fishkin
“Google has become a destination, no longer a directory.”
Ross Simmonds, Foundation. Monday 9:45 AM
Google became a destination instead of a directory, and AI now answers from memory and context. Distribution across Reddit, YouTube and review sites decides who gets remembered.
“AI search didn’t kill Google.”
Tim Soulo, Ahrefs. Tuesday 10:00 AM
AI search sits on top of Google rather than replacing it, and search is now spread across so many platforms that measuring it is a nightmare.
“Even if you keep ranking as you did a year ago, your traditional search traffic will decrease.”
Aleyda Solis, Orainti. Tuesday 10:30 AM
Ecommerce results pages filled up with AI Overviews, features and ads. Holding your rankings now means less traffic, and AI traffic is still a fraction of search.
Talks from other shifts that point here
“Google wants to keep you on Google.”
Rand Fishkin, from shift 3
Shift 2 of 5
85%of brand mentions in AI answers come from third-party sites
AirOps analysis of 21,311 brand mentions, presented by Tara Robertson
AI mentions correlate with showing up in AI Overviews, just like old-school link building.
Kamila Olexa, Ahrefs. Monday 11:45 AM
Mentions and citations are how AI decides who to recommend. Benchmark them against competitors, and treat prompt volume as an estimate.
“Don’t chase the pool. Replace it.”
Farzad Rashidi, Respona. Monday 1:00 PM, workshop
Pitching the pages AI already cites hits a small pool. The scalable move is better content on comparable publications, refreshed often because citations fade within weeks.
“AI now tells your brand story.”
Ethan Smith, Graphite. Monday 2:30 PM
Most AI answers come from what models already learned, so third parties tell your brand story. Asking customers how they found you shows what last-touch misses.
“An unlinked mention in a news publication that is not product-tied has almost zero influence on your LLM visibility.”
Ross Hudgens, Siege Media. Tuesday 11:30 AM
PR now earns its keep through LLM citations and lift to product pages. Product-focused awards and original data keep the flywheel turning.
Talks from other shifts that point here
“Don’t game the memory, earn the memory.”
Ross Simmonds, from shift 1
“Web mentions are the Holy Grail of AEO.”
Tim Soulo, from shift 1
Shift 3 of 5
10xmore of n8n’s conversions credited to AI when customers were asked than in GA4
“Stop asking ‘Did it go viral?’ Start asking ‘Where did it go?’”
Brianna Doe, Stop the Scroll. Monday 12:15 PM
Virality comes in three kinds now: mass, niche and ambient. Niche is the one you can build, and it only travels through voices a community already trusts.
“For every visitor to your site, a thousand will get to know you on platforms you don’t control.”
Rand Fishkin, SparkToro. Tuesday 1:45 PM
Search keeps growing while clicks shrink and attribution fades. Build on rented land, own your email list, and stop treating traffic as the KPI.
Talks from other shifts that point here
“What’s easiest to measure often matters least.”
Ann Handley, from shift 5
“There’s no such thing as prompt search volume.”
Kamila Olexa, from shift 2
We need an old way to measure ROI: ask people which channel they came from.
Ethan Smith, from shift 2
“AI acts as a decision engine. This is why it’s so hard to measure AI’s real impact.”
Aleyda Solis, from shift 1
“The value of digital PR is in the indirect lift of your transactional pages.”
Ross Hudgens, from shift 2
“Don’t try to fix attribution.”
Tara Robertson, from shift 4
“Don’t measure how many people joined. Measure what they do with each other.”
Michelle Lindner, from shift 5
Shift 4 of 5
77%of marketing leaders expect their teams to grow for or with AI. Only 4% expect them to shrink.
Bitly pulse survey of 150+ marketing leaders, presented by Tara Robertson
“Innovation is a heavy rubric in our performance reviews. Participating wasn’t really optional.”
Alina Vandenberghe, Chili Piper. Monday 11:15 AM
Chili Piper counted agent experiments toward promotion, even the ones that failed. Hundreds of unplanned agents followed, and the first result was joy, not pipeline.
“The gap between “I wish this existed” and “I can build this myself” is much smaller than people realize.”
Austin Lau, Anthropic. Monday 3:00 PM
Four moves: automate the boring work, partner where AI outranges you, do the work that was never worth the time, and build tools only you would use.
“Do I spend 10 minutes to learn, or 5 to use and be right?”
Austin Lau, Anthropic. Monday 4:00 PM, mastermind
Adoption stalls on friction and trust, not capability. Skills should carry your business context, and marketing needs evals of its own.
“It’s less about reducing teams and team sizes and more about getting the existing team to use these tools to speed up the boring, mundane work.”
Tara Robertson, Bitly. Tuesday 12:00 PM
Redesign roles instead of only adding tools, train people one by one through the dip, and swap traffic and last-touch for quality signals.
Talks from other shifts that point here
“Vibe coding did for marketers what a radioactive spider did for Peter Parker.”
Tim Soulo, from shift 1
Shift 5 of 5
No headline number for this one. It’s made of the things numbers miss.
“When speed is cheap, judgement carries a premium.”
Ann Handley, MarketingProfs. Monday 10:15 AM
AI makes speed cheap for everyone. The edge is deciding what deserves more of you, starting with the real moment behind a query.
“There is no prompt for conviction.”
Harry Dry, Marketing Examples. Tuesday 3:45 PM
Concrete beats abstract. Put every word on trial, make versions instead of spending hours, and remember that conviction carries the idea.
“A community isn’t a platform people join. It’s a network of relationships people participate in.”
Michelle Lindner, Ahrefs. Tuesday 4:15 PM
Being intentional isn’t the same as being behind, access isn’t community, and you can’t buy trust. The best partnerships buy trust, not attention.
Talks from other shifts that point here
“The priority isn’t better guardrails, it’s better humans.”
Alina Vandenberghe, from shift 4
“AI can make the content, but it can’t build trust.”
Brianna Doe, from shift 3
“A marketer can become a builder faster than a builder can develop taste.”
Austin Lau, from shift 4
The whole map
Thirteen of the sixteen talks speak to more than one shift. The busiest is “The scoreboard changed”: nine talks connect to it, more than any other shift.
The Evolve map
16 talks, 5 shifts
Every talk, every link. Hover a name to read their line.
The Evolve map
16 talks, 5 shifts
Five shifts, waiting to fill in. Scroll down to start.
Michelle Lindner closed the conference with the stuff Ahrefs doesn’t put in its case studies. Her last slide put each lesson as a before and after.
| Topic | We thought we needed to | We needed to |
|---|---|---|
| AEO | Move fast | Understand first |
| Community | Build a place | Create connection |
| Partnerships | Buy reach | Create the right conditions |
Every talk on the map made a version of the same point. The tools changed fast. What earned attention stayed human.
Most were masterminds running at the same time on Monday afternoon. If you were in one, comment on the LinkedIn post with the session and the one thing you took away. I’ll add it to the map with your name on it.
Session I was in: Which shift it fits (1 to 5): My one takeaway:
Nothing yet. The first addition shows up here and on the map, in lime green, with a link to whoever sent it.
NOT OFFICIAL RECAP