4 Broken AI Search Optimization Mistakes That Winning Brands Already Fixed

Byย Dustin Howes
August 6, 2026

Think back to 2003.

Brands like Wayfair ran an SEO strategy to get distribution before everyone else. They owned the real estate before the competition even knew there was real estate to own.

That same window is open right now with AI search optimization. And most brands are completely missing it.

AI Search Optimization

I sat down with Ewen Finser, CEO of ScaleVisible, on a recent episode of Affiliate Nerd Out to break down what's actually happening. He showed me his clients' numbers, walked me through his frameworks, and gave me the clearest picture I've heard yet of where this space is actually going.

Here's what I took away.


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The Ground Is Already Shifting

Publishers are seeing declining traffic. Some are going out of business. Others can't publish as much content as they used to. For affiliate marketers, this means less supply, fewer quality publishers, and fewer editorial placements driving conversions.

Meanwhile, how people discover brands has fundamentally changed. They're not just searching on Google. They're asking ChatGPT. They're going to Reddit. They're checking Perplexity. And whatever those platforms say about your brand becomes the prevailing sentiment that follows you everywhere.

That's where AI search optimization comes in. It's not a buzzword. It's the discipline of making sure that when AI surfaces your brand, it says the right things, in the right places, in a positive light.

Most brands aren't measuring this. Let alone optimizing for it.

“We're moving from the zero-sum world to how many different sources can you get? How many different distribution channels can you get to get AI to say nice things about you?”

Ewen Finser, CEO of ScaleVisible

Meet Ewen Finser


AI Search Optimization

Ewen Finser is the CEO of ScaleVisible and one of the most plugged-in operators I know in the affiliate and AI visibility space. He grew up as a publisher, made his first dollar in affiliate marketing, and built the first organic Reddit marketing agency before anyone else saw Reddit as a serious channel. Today, ScaleVisible sits at the intersection of Reddit marketing and owned media, serving B2B brands, challenger brands, and everything in between. They just acquired another media company too. The guy keeps launching things.

Connect with Ewen on LinkedIn


What ScaleVisible Actually Does

ScaleVisible bills itself as an organic discovery specialist. The short version: they get your brand cited, discussed, and discovered across AI search and beyond.

Here's what they actually run:

โ˜‘ AI Search Optimization: securing citations from ChatGPT, Gemini, and AI Overviews

โ˜‘ Reddit Brand Campaigns: authentic community engagement and UGC strategies, not fake posts

โ˜‘ YouTube Visibility: optimizing for video search and AI-curated answers

โ˜‘ Editorial Placements: third-party content that builds citation authority

โ˜‘ Sentiment Shifting: reshaping how AI perceives your brand when the current picture isn't good

ScaleVisible runs a three-phase process: map the landscape, test what works, scale what wins. Average time to first AI citation is four weeks. Editorial campaigns average a 4.8x ROI. One SaaS B2B client recorded +340% Reddit impressions within 90 days.

AI Search Optimization

Pricing

Pricing starts at $4,400 per month for approximately 20 hours of work per cycle, with a one-time $2,500 setup fee. Engagements run month to month. A free brand audit is available through their site no proposal required to get started.


The Four Brand Archetypes

Before doing any AI search optimization work, you have to know where you stand. Ewen breaks every brand into one of four archetypes. It's the most useful framework I've heard for thinking about this space.

ArchetypeSituationThe ProblemThe AI Search Optimization Play
GhostNew or venture-backed brandZero visibility. You don't exist in the conversation.Build reputation fast before competitors lock up the space
VillainEstablished brand with negative Reddit sentimentOld bad reviews wrecking paid spend and killing conversionsFix sentiment before it spreads further
ChallengerSmaller brand competing against a dominant playerCan't win on old turf: paid, SEO, the legacy game2% market share can become 50% parity in AI search
DefenderLarge established brandDeath by a thousand paper cuts. Losing ground they don't even know about.Get ahead of the curve while you're still winning

The Ghost

The ghost needs to build reputation from scratch. No citations. No mentions. No footprint. The AI search optimization opportunity here is actually massive. There's nothing to undo, just everything to build. Venture-backed startups fall into this category constantly. They raise money, launch the product, run paid spend, and completely ignore what AI is saying about them.

The Villain

The villain has a Reddit problem, and Reddit problems are not small. Ewen walked me through exactly how it plays out. Someone sees an ad on Meta or TikTok, clicks through to the site, and then does what every skeptical buyer does. Goes to Reddit and types “Is this brand legit?” They see Joey323 saying the brand sucks. Doesn't matter who Joey is. Doesn't matter that the review is two years old.

“We've seen a bunch of examples where a client has a negative review on Reddit, and it's wrecking their entire paid spend strategy.”

Ewen Finser

That negative sentiment gets picked up and spread across every AI surface. That's not a brand awareness problem. That's a survival problem. AI search optimization is the only real fix.

The Challenger

The Challenger is Ewen's favorite archetype, and after hearing the results, it's mine too. One of his clients is a bookkeeping software company competing directly against QuickBooks. QuickBooks has 80% market share. The client has roughly 2%. But in AI search, they've built about 50% parity with QuickBooks. And it's now one of their top customer acquisition channels. That's what the challenger play looks like when AI search optimization actually works.

The Defender

The Defender is the big brands. And the problem is they don't even know they're losing. Ewen gave me an example that stuck with me. A vibe coder on Reddit built one little feature that HubSpot does, maybe a CRM thing, but does it a little bit better. They're getting a trickle of customers. HubSpot doesn't even know it's happening. Multiply that across fifty different competitors doing the same thing and suddenly the numbers don't look so clean. Defenders are trapped in their old KPIs, watching the numbers slide, and telling affiliate managers to “just do more.”

The Three-Legged Stool

Once you know your archetype, the question is: what do you actually do?

Ewen's AI search optimization framework is Reddit, YouTube, and tier-two media. He calls it the three-legged stool. The core principle behind all of it is this:

Clusters build consensus.

When you publish across multiple channels (a video, an article, a Reddit thread, a LinkedIn post), that clustering drives consensus in AI models. Instead of “some people like it and some people don't,” you get “most users love it.” And that consistency is what gets AI to recommend your brand across every surface.

For each brand the recipe is different:

  • For some, YouTube carries 80% of the equation and Reddit is secondary
  • For others, editorial media is the primary citation driver
  • For some, Reddit is everything

That's exactly why the audit matters. The generic wisdom floating around LinkedIn about “Reddit is the #1 AI citation source” doesn't apply to every vertical. You need to look at your specific brand, your specific competitive landscape, and build an AI search optimization strategy from there. Ewen's team does that analysis before recommending anything.

What You're Actually Measuring

Here's where most brands get lost: what does success look like?

AI search optimization doesn't tie out in a clean bow like performance marketing. You can't trace every click to every publisher the way you can in affiliate. But the correlation is real.

These are the metrics that actually matter:

Brand mentions: Is your brand appearing in AI results? Where in the result? What position? Above the fold or below?

Sentiment: You can get a brand mention in an AI result that actually hurts you. Mixed or negative sentiment is worse than no mention. A citation only counts if it's positive.

Citation clusters: Are multiple sources saying the same thing about you? Consensus across sources is what moves AI from “some users like it” to “this is the recommended brand.”

Downstream correlation: Are AI-driven signups trending up as citations increase? It won't be a perfect 1:1. But the pattern shows up, and it shows up clearly.

The timeline is real too. Ewen showed me an 11-month campaign for a sleep tech client. In the early days, they're throwing spaghetti at the wall. Around month six, citations start ramping. Around month eleven or twelve, it goes hockey stick. AI search optimization is not a quick hit. It's a compounding asset.

“They see the before and after. They're like, ‘All right. This is working.'”

The Org Chart Problem Nobody Talks About

Here's what actually slows most brands down. And it has nothing to do with strategy.

Who owns Reddit in your marketing org?

Is it affiliate? PR? Social? Community? Customer service?

Nobody knows. And that's the problem.

“The enemy is the org chart where everyone has their little silos.”

Affiliate does CPA. PR does press. Social does social. AI search optimization falls through the cracks because it touches all of them and officially belongs to none of them. The brands winning right now have someone owning this entire picture. The brands losing don't even know the game changed.

For defenders especially, this is the wall they hit. Some affiliate teams only work on CPA, won't touch fixed placements, and won't engage with anything that looks like it belongs to a different team. So everyone just keeps doing what they've always done while the numbers quietly slide.

What to Do Right Now

If you're reading this and realizing you haven't thought seriously about AI search optimization, here's exactly where to start.

Step 1: Figure out your archetype. Ghost, Villain, Challenger, or Defender. Be honest about where you actually sit. Your entire AI search optimization strategy depends on getting this diagnosis right.

Step 2: Audit what AI is actually saying about you. What does ChatGPT say when someone asks about your brand? What does Reddit say? What's the sentiment? Is it positive, negative, or mixed? You can't fix what you haven't measured.

Step 3: Map your three-legged stool. Which of the three (Reddit, YouTube, tier-two media) carries the most leverage for your vertical and your archetype? Start building clusters there. One channel done well beats three channels done poorly.

Step 4: Track the right metrics. Don't just chase citations. Track sentiment. Track position. Track downstream correlation to signups. That's what tells you whether your AI search optimization work is actually moving the needle, not just generating activity.

Wrap-up: AI Search Optimization

AI search optimization is at the same moment that Google SEO was in 2003. The brands moving now are going to own this space. The brands waiting are going to be paying a lot more to catch up later

Everyone needs a website. That was obvious once. Now it just is. AI search optimization is heading to that same place. The only question is whether you're moving before it's obvious.

Ewen and his team at ScaleVisible offer a free audit, no strings attached. They'll show you exactly where your brand stands and what it's going to take to move the needle.

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Dustin Howes

AFFILIATE MARKETING CONSULTANT

Dustin Howes is an Affiliate Marketing Concierge who equips brands to build high-performing affiliate programs with a personal touch. He is a connector and specializes in network marketing, partner recruitment, program strategy, and simplifying the complexities of affiliate growth. Through his services and resources, Dustin empowers companies to create meaningful, long-term partnerships that drive real results.

Book a call with Dustin here