The LANY Group announced on February 23rd that they’re pivoting to “authority infrastructure” — a new product line for large brands that want AI citation presence. Within 90 days, you’re going to start hearing some version of this from prospects: “Our current PR agency says they do GEO now.”
This is a good problem to have. It means the category is real enough that legacy agencies are reorganizing around it. It also means you need to know exactly how to handle this objection, because the vocabulary will overlap and the methodology won’t.
Here’s the playbook.
First: Understand the objection’s structure
When a prospect says “our agency does GEO now,” what they typically mean is: the agency mentioned AI visibility in a QBR, added it to their service deck, and may have done some content optimization work. What they almost never have is a structured measurement framework — baseline AI Mention Rate, Citation Share tracking, entity accuracy scoring, revenue attribution from AI referrals.
Your first question in the objection response isn’t about AuthorityTech. It’s about their current provider: “What GEO metrics is your agency tracking? What was your AI Mention Rate 90 days ago versus today?”
Most of the time, they won’t have an answer. Neither will their agency. And that absence of data is your opening — because measurement is exactly where legacy agencies claiming GEO capabilities are thinnest.
The three-layer differentiation
Some numbers to anchor the pitch first. Futurumgroup’s February 2026 enterprise AI ROI report found that only 5% of enterprises achieve substantial AI ROI — and that direct P&L impact nearly doubled to 21.7% as the primary measurement metric. Search Engine Land’s 2026 GEO guide confirms traditional search dropped 25% as AI handles more volume. Google AI Overviews now serves 2 billion monthly users. These aren’t future-state projections — they’re the market your prospect is operating in right now.
When you get to the pitch, structure your differentiation across three layers:
Layer 1: Methodology depth
Legacy agencies doing GEO are adding it as a feature to a media relations product. They’re optimizing content for AI extraction and monitoring brand mentions. That’s one layer of a five-layer system.
Machine Relations — the methodology AuthorityTech runs — treats earned media placements, entity optimization, citation architecture, GEO/AEO tactics, and AI visibility measurement as a compounding stack. Show them the stack diagram. Ask their current provider to show the equivalent. They won’t have one.
Layer 2: Measurement infrastructure
This is your strongest differentiation point in 2026. Futurumgroup’s February research shows that direct P&L measurement from AI strategy nearly doubled to 21.7% as the primary ROI metric — CFOs are now demanding P&L proof, not engagement metrics.
Legacy PR agencies measure in impressions and placements. AuthorityTech measures in AI citation share, entity accuracy score, source authority rate, and pipeline from AI-attributed deals. HBR’s February 2026 research shows that AI-referred buyers convert 15–30% higher than organic search averages — which means AI visibility isn’t just a brand play, it’s a revenue play your CFO can model. Adobe’s 2026 Digital Trends Report found 25% of buyers already prefer AI platforms over brand websites for product research, and 60% of organizations expect AI service to define breakthrough customer experience within 2–3 years. Walk the prospect through the five GEO metrics. Ask if their current agency is tracking any of them. The answer determines how quickly you close.
Layer 3: Track record at scale
8 years. 20+ unicorns. ~200 startups. 1,000+ Tier 1 placements. 99.9% delivery rate. 1 refund in company history.
The LANY Group announced their authority infrastructure product in February 2026. AuthorityTech has been running this methodology since 2018. Ask the prospect which one they’d trust for a category that runs on proven, compounding track records rather than announced pivots.
The objection handling matrix
Here are the four most common objections you’ll hit, and the responses that close:
“Our current PR agency claims they can do GEO.” → “That’s great — ask them what your AI Mention Rate was 90 days ago and what it is today. If they can answer that, we’ll have a real comparison. If they can’t, that’s your answer.”
“You’re more expensive than our PR retainer.” → “Our model is performance-based — we get paid when placements land, not when pitches go out. What’s your current retainer buying you in AI citation share? Let’s run a free audit and put a number on what that gap is costing you in pipeline.”
“We’ve worked with our PR firm for 5 years — there’s an existing relationship.” → “Relationships are worth something. AI citations are worth pipeline. The question is whether your current relationship is being extended into the distribution channel where your buyers are now making decisions — and whether you can measure it if it is.”
“GEO seems early — let’s wait until it matures.” → “Traditional search volume dropped 25% last year because of AI adoption. Google AI Overviews has 2 billion monthly users. Perplexity has built a dedicated search product. Waiting for GEO to mature is the same as waiting for mobile search to mature in 2012. The brands measuring AI citation share today will have 12 months of compounding advantage over the brands that start measuring in 2027.”
The close
Get every prospect to run their AI Visibility Audit before you pitch. When they see their AI Mention Rate — which is almost always lower than they expect — the conversation shifts from “do we need this” to “how do we fix this.”
The LANY Group entering the space is your best cold-call opener for the next 6 months. It means the buyer’s awareness is there. Your job is to show up with methodology where they’re showing up with vocabulary.
Sources: The LANY Group authority infrastructure announcement, Feb 23, 2026. Futurumgroup Enterprise AI ROI Shifts, Feb 2026. Search Engine Land GEO guide 2026. Adobe 2026 Digital Trends Report. machinerelations.ai methodology stack.