SEO (Search Engine Optimization) positions your website to rank higher on traditional search engines like Google through things like keyword relevance, page structure, and backlinks.

The goal: Top placement in a list of blue links.

AEO (Answer Engine Optimization) positions your content to appear in direct answer formats.

The goal: Brand visibility in Google’s AI Overviews and “People Also Ask” sections.

GEO (Generative Engine Optimization) recommends you when buyers search AI platforms like Claude, ChatGPT, and Perplexity.

The goal: Being the firm AI names when a buyer asks, “Who should I hire for [your category]?”

Good news: If you’ve already invested in strong SEO, that’s an excellent head start. Businesses that invest in GEO & AEO are gaining a competitive advantage in modern search. GEO/AEO doesn’t require a website overhaul or a rebrand. It requires a specific, unique point of view that’s positioned clearly and consistently across the web.

SEO specialists optimize websites for higher Google rankings, while GEO/AEO consultancies like Salience Strategies optimize for AI citations and recommendations. GEO/AEO builds on strong SEO, which lays a content and keyword foundation. GEO/AEO takes the next step by helping businesses stay competitive across all the ways buyers now conduct their purchasing research. The firms that invest early will be better positioned to win, both now and as AI search continues to mature.

If you’re a professional services firm offering specialized, licensed expertise – law, finance, healthcare, consulting, etc. – three out of every four buyers, especially knowledge workers, are already using AI in their purchasing research (PR Newswire, April 2026). Early research indicates that the companies recommended by AI are 2.5x more likely to earn a site visit versus their competitors who weren’t recommended (Similarweb, June 2026).

Here’s the catch: Web impressions and visits from AI search don't always show up in analytics the way other referrals do. Some buyers see an AI recommendation and navigate directly to a company’s website, which registers as direct traffic in Google Analytics (GA4). Others get what they need from the AI answer without clicking any links (known as zero-click search). In both scenarios, AI is still driving traffic and awareness – it’s just not fully trackable yet.

A few signs that AI is influencing your visibility:

• Rising direct traffic with no obvious source

• Declining organic click-through rate on keyword searches you still rank for

GEO/AEO is new, but the consensus from practitioners and early adopters is consistent: it takes at least three months of sustained effort to move the needle. Here's a realistic timeline:

30–60 days: Baseline prompts are run and documented. Technical and content updates go live. Early mentions may begin to shift as AI crawlers index new content.

60–90 days: Structured content, FAQ improvements, and third-party profile optimizations start to influence how AI represents your brand in relevant queries.

3–6 months: Share-of-voice trends become measurable. Citation rates increase. Referral traffic from AI platforms begins to appear in analytics.

6–12 months: Earned media, thought leadership, and sustained authority-building compound. Consistent, favorable recommendations become the norm.

Throughout, Salience Strategies tracks mention rate, citation rate, citation gaps, and sentiment analysis — and shares monthly and quarterly reports so you always have a clear view of progress. There are no guaranteed outcomes in AI search, just like there aren't in traditional SEO or PR. What we guarantee is a rigorous, documented process at every stage.

There are several key components AI systems look for in evaluating a trustworthy brand:

• Consistent, clear, and specific positioning that states who you are, what problem you solve, and who you solve it for across your website, social media pages, press coverage, and more

• Independent validation from third-party sources like industry publications and review platforms

• Structured, answer-first content that directly and immediately answers the questions your buyers are asking

• Sourced, specific claims to validate authority, such as dated statistics, proprietary survey results, and industry credentials

• Recent, updated content that’s published on an ongoing basis because AI platforms can favor content updated within the last 30 days

If this lens seems familiar and straightforward, it is – because AI screens information like a human would. Its systems are built to deliver conversational responses that mirror how people actually talk.

AI mentions, citations, and recommendations are all important metrics to gauge AI visibility – with the ultimate goal of getting accurate, consistent, and favorable recommendations when buyers are deciding.

Mentioned means AI mentions your business by name. It signals that AI considers you relevant.

Cited means that AI links to your content as a source. It signals that AI considers you credible – and it helps drive referral traffic.

Recommended means AI lists your business by name when users ask who to trust or hire. It signals that AI considers you as the authority – and it drives real conversion.

The first shift is a mindset one: GEO/AEO is about optimizing for market presence over position. There's no page-one ranking to chase. Instead, the goal is to be accurately, consistently, and favorably represented wherever buyers are asking questions.

The most direct way to measure if GEO/AEO is working is to ask your buyers directly. You can do this in a few ways:

• Add a "how did you hear about us?" field to intake forms, with AI tools as an option

• Ask “did you use any AI tools in your research?” during discovery calls and win/loss interviews

Free Google tools, like Analytics and Search Console, offer a few more clues:

• Google Analytics: An increase in referral traffic from AI tools like ChatGPT, Claude, Gemini, and Perplexity

• Google Search Console: An increase in impressions and clicks for question-based and long-tail queries, which can indicate AI Overview or featured snippet appearances

Salience Strategies tracks these signals, among others, throughout our client engagements.

Yes, and faster than you might think. AI systems are learning to feature original, recent, and uniquely personal perspectives – which is why regurgitating AI output will backfire in the very systems we’re working to influence. A May 2026 study by SEO expert Lily Ray tracked 220+ companies that scaled their content production using AI. More than half of those companies lost 30% or more of their peak organic traffic.

Salience Strategies doesn’t publish generic, AI-generated content or deliver tactics that manufacture false authority – because that defeats what GEO and AEO are designed to reward. We work with businesses that already have a trusted brand and a genuine point of view – but need expert counsel to structure and surface that authority in a way AI can recognize.

With 20+ years of building brand authority, we help our partners uncover their unique point of view, leverage proprietary data, and extract common themes from their independent reviews.

That depends. GEO/AEO is new territory that’s shifting rapidly. Understanding where your business appears in AI search, why there are gaps, and the right strategy to move forward requires dedicated focus and specialized knowledge. Many businesses don’t have the bandwidth to handle this piece internally. Once the right foundation is in place, ongoing maintenance and optimization can and ideally should be collaborative.

There are a few technical checks worth running first. You can think of them as the gateway AI needs to at least find and read your content:

• Make sure AI crawlers aren't accidentally blocked. Your robots.txt file should allow bots like GPTBot and PerplexityBot to access your site.

• Keep your site fast, clean, and mobile-friendly. Slow load speeds, broken links, and messy URLs create friction for both AI crawlers and the humans they're sending your way.

• Submit an updated XML sitemap. This tells search engines and AI crawlers exactly what pages exist on your site and when they were last updated.

These aren't a substitute for the positioning and content work — but without them, even the strongest authority signals can go unread.

Salience Strategies partners with professional services firms that clients select based on trust and authority – law, healthcare, finance, and technology among them. In these fields, AI invisibility isn't just a marketing problem. It’s also a revenue risk. AI answers that surface inaccurate, incomplete, or competitor-skewed narratives can quietly reshape how prospective clients perceive a firm before they ever make contact.

The firms we work best with already understand that reputation is earned, not engineered. They’re not looking for shortcuts or vanity metrics. They’re looking for counsel on how to surface their authority in the places buyers are now looking.

Results can vary because AI platforms were trained on different data, at different times, with different approaches to sourcing and citation. Their answers to the same questions vary based on how they weigh authority, recency, and relevance. Some platforms cast a wider net than others, some show their sources explicitly, and some don’t cite at all.

AI search is evolving by the minute, which is why it’s important to find the patterns behind its recommendations – and optimize your digital footprint with consistent messaging, sourced statistics, independent validation, and answer-first content.

It also means AI optimization is not "set it and forget it." AI models are updated continuously, and the most recent content usually carries more weight. An active, consistent presence matters more than a one-time audit, which is why Salience Strategies recommends a minimum 30-day publishing cadence as part of a sustained GEO strategy.

Your clients are already using AI to research, vet, and select professional services firms, often before they ever contact you. What they find influences their buying journey before a conversation begins.

The concerns around how AI will impact employment, ethics, the environment, and more are legitimate. But opting out of AI visibility means a competitor will be recommended instead.

Salience Strategies focuses on what’s genuine and specific about your business. We don’t produce AI-generated content or manufacture false authority. The goal is to make sure AI accurately represents the expertise you’ve already built.

Salience Strategies uses AI mainly as a thought partner that’s capable of deep research, pressure-testing, proofreading, and more. AI enables efficiency, but only when it’s used responsibly (and challenged accordingly). The strategic judgment and positioning instincts we apply are still very much human.