AI Overviews vs. featured snippets: What the data says about CTR, traffic, and conversions
How do AI Overviews and featured snippets compare? Read our guide on the key differences, the data, and how to optimize for each.
Topic: Reddit
AI search and LLM optimization tactics that influence AI visibility
A practical guide to AI and LLM optimization: Improve crawlability, structure content for AI, earn brand mentions, and build authority for better visibility.
What 1 million keywords reveal about AI’s impact on search
A large-scale study of search behavior shows which industries are losing demand, where it is shifting, and how AI is changing discovery.
ChatGPT Thinking mode changes which brands get cited
Only 25.6% source overlap between minimal and high reasoning across 100 prompts and 20 buyer journeys, according to Semrush and Kevin Indig.
Why TikTok deserves a place in your SEO strategy
TikTok is adding new ways for businesses to be discovered, from Local Feed and AI summaries to creator reviews and TikTok Shop.
How to build a 120-minute weekly SEO workflow that gets results
You don't need to do everything at once. A repeatable workflow helps you prioritize the SEO work with the biggest business impact.
The paid brand mention problem in GEO
Paid placements and questionable outreach tactics are blurring the line between legitimate GEO and manipulative SEO.
A 13-word edit can steer what deep-research AI agents recommend
Fake entities appeared in 38% to 51% of reports when agents retrieved a manipulated page, rising to 62% with multiple pages.
Reddit unveils new AI-powered ad tools built on community conversations
Reddit's new features aim to help advertisers build more relevant campaigns using insights drawn directly from user discussions.
How to win the gatekeeper’s ‘Yes’ with stakeholder co-citation gap analysis
To get cited in AI answers, stop writing for keywords. Map buyer-role evidence gaps, find the missing gatekeeper, and build the evidence.
Google AI Overviews cite self-serving listicles, but recommend competitors 69% of the time
Lily Ray’s study found Google cited brands’ own listicles in AI Overviews, yet excluded those brands from recommendations in most cases.
Google just released an AI opt-out feature. Your competitors hope you use it.
Users aren't opting out of AI Overviews or AI Mode. If your content disappears from those experiences, someone else will take its place.
7 AI search shifts you can’t afford to ignore
Why Claude and ChatGPT surface different sources, how ChatGPT ads work, and what new AI search data means for visibility.
AI search adoption rises as consumer trust declines: Study
Survey data from 1,008 consumers and 150 marketers reveals how AI is reshaping search visibility, brand trust, GEO, and content strategy.
Topics matter for third-party authority signals
AI doesn't rely on the same publishers for every query. Here's how to find the voices shaping answers in your space and earn your place.
Content repurposing map for better SEO and LLM visibility
Learn how to repurpose content, discover which formats LLMs prefer, and get our content repurposing map to boost SEO and AI search performance.
What new AI search data reveals about visibility and trust
Consumers are validating information across more platforms before making decisions. New findings show where AI systems look for authority.
Why attribution and impact are no longer the same thing in PPC
Platform reports tell part of the story. Incrementality, CRM data, and broader measurement can reveal marketing's true impact.
The latest data on AI citations vs. AI mentions
Discover what drives AI citations and AI mentions across ChatGPT, Claude, and Perplexity, plus proven strategies to boost AI visibility.
How to build a brand subreddit: Full setup guide (plus examples)
Build a thriving brand subreddit with this step-by-step guide. Learn how Reddit communities can boost customer engagement, SEO visibility, and brand trust.
The citation core method to appearing in AI search results
Want your brand to appear in ChatGPT and Google AI Mode? Learn how to identify the sources AI trusts and earn mentions that influence AI-generated answers.
Publisher LLM visibility: Steal The Spruce’s winning playbook
Organic traffic is declining. Learn how publishers can boost AI visibility, earn more citations, and build authority using The Spruce’s proven LLM optimization playbook.
How a 200-person company competes with a $160B giant in AI search
Want more AI search visibility? See how Descript earns citations, brand mentions, and recommendations in AI search — and what you can replicate.
Link intent: How to combine great content with strategic outreach
Link intent combines authoritative content with strategic outreach to build links, referral traffic, and AI search visibility.
How to train Claude to sound like your brand
If Claude keeps writing beige, the problem is probably the brand rules you never gave it. Train AI on your voice, tone, visuals, and style.
How to structure paid social creative testing for better performance
Platforms can recognize when creative variations are nearly identical, making differentiated concepts more valuable than cosmetic tweaks.
New SEO KPIs you’re missing: How to measure SEO beyond clicks
Discover the new SEO KPIs that matter beyond clicks and rankings like AI mentions, user interactions, conversions, and the tools that make it possible.
5 places to find FAQ content that improves AI visibility
Use GSC, Reddit, People Also Ask data, customer insights, and AI prompt trends to uncover the questions that drive search visibility.
Introducing ‘YBYS’: Your brand = Your SEO
The easiest way to survive AI search may be the least exciting SEO advice ever: build a real brand.
The new playbook for localized AI search optimization
Learn how to influence the reviews, citations, and third-party mentions AI search engines use in local business recommendations.
Organic traffic is still worth tracking — just not all of it
Not every organic visit deserves equal weight anymore. Here’s how to focus SEO reporting on high-intent pages and business impact.
Google’s AI search guidance is naive and self-serving
Here's why you should take all of Google's latest guidance on optimizing for AI search with a grain of salt.
What multilingual regions reveal about the future of AI search
Catalan search behavior exposes a deeper AI retrieval problem: language identification errors reshape rankings, citations, and AI answers.
Reddit’s AI search influence goes beyond training data
Reddit’s role in AI search is often oversimplified. Here’s how AI training, licensed access, and retrieval systems influence what AI cites.
The search everywhere optimization pyramid: How to build visibility before search
Your buyers already have a shortlist before they reach Google. Here’s how to influence the conversations that put brands on it.
Your campaigns span 12 channels. Why does it feel like 12 jobs?
The cross-channel ad ops problem is real and mostly ignored. Here's what it's costing performance marketers — and what's actually changing.
How to stand out in AI search when every business sounds the same
AI builds your brand narrative from every digital signal you publish. Sharpen your positioning before generic messaging makes you invisible.
How ecommerce brands actually get discovered in AI search
See how ecommerce brands can improve AI visibility in ChatGPT, Google AI Mode, and other LLMs through citations, product recommendations, Reddit discussions, retailer pages, reviews, and consistent product data.
Fashion AI SEO: How to improve your brand’s LLM visibility
Learn how fashion brands can boost AI visibility in ChatGPT and Google AI Mode through PDPs, creator content, Reddit, and PR.
Fintech in AI search: How to be the trusted and featured brand
Learn how fintech brands can improve AI visibility in ChatGPT and Google AI Mode through trust signals, reviews, citations, PR, and consistent messaging.