If I had a Euro for every time a founder told me their new “AI SEO” partner promised them a “paradigm shift in organic growth” via “algorithmic synergy,” I would have retired to a private island years ago.
After 12 years in the B2B trenches across Europe and Central Asia, I’ve learned to spot the difference between a real strategy and a PowerPoint presentation full of hollow buzzwords. Let’s address the elephant in the room: If your agency calls themselves an “AI SEO agency” but doesn’t have a dedicated service page or a proprietary framework, they are just using ChatGPT to write low-quality meta descriptions and charging you a premium for it.
My Running List: Buzzword Bingo
Before we dive into the data, let’s clear the air. If you see these in your monthly report, ask your account manager to define them in plain English. If they can’t, cancel the contract:
- "Synergy" "Holistic AI-powered growth hacking" "Content velocity" (without defining the target audience) "Paradigm shift" "Leveraging proprietary LLMs" (when they are really just using the public API)
Core Service vs. Bolt-on: The Integrity Test
There is a massive difference between an agency that treats AI as a core competency and one that treats it as a “bolt-on.”
Agencies like move:elevator or Four Dots have built their reputations on deep-rooted, long-term technical SEO and content rigor. When they talk about AI, it isn't an afterthought—it’s an extension of the technical foundation they’ve already built. Contrast this with the fly-by-night shops that sprung up in late 2023. If they don't have a clear, documented framework, they are experimenting on your dime, not executing on your behalf.
What Your Monthly Report Must Contain
Let me tell you about a situation I encountered was shocked by the final bill.. I’ve sat through enough pitch decks to know that if a case study has no numbers, it’s not a case study—it’s a creative writing exercise. I’m looking at you, the agency that claimed a "300% increase in brand authority" without defining what that means or how you measured it.
Here is what your AI SEO agency should be reporting on every month if you want to drive actual organic growth:
1. AI Visibility Metrics (The New "Rankings")
You ever wonder why traditional delante ai seo audit keyword ranking reports are dying. If your agency is still just showing you Google Search Console position data, they are missing the point of GEO (Generative Engine Optimization). (sorry, got distracted). Your report should explicitly track your brand’s presence in AI Overviews (AIOs) and ChatGPT/Perplexity citations. Are you being cited as a source? Are your products being mentioned in comparative AI summaries? If they aren't reporting on citation velocity, they aren't doing AI SEO.
2. The "Everysearch" Perspective
I am a fan of the Everysearch framework developed by Found. Why? Because it moves beyond the "Google-only" mindset. An agency that reports on Everysearch understands that your customers are getting answers from Bing, Gemini, and niche AI tools. A good report breaks down how your brand is appearing across this fragmented landscape, not just your position for a single term in Chrome.
3. Proprietary Tooling vs. "We Use ChatGPT"
If an agency claims to do AI SEO but uses the same tools as your intern, why are you paying them a retainer? High-level agencies invest in their own infrastructure. For instance, Found utilizes their Luminr proprietary AI tool to track visibility across generative engines. This is what evidence-based ranking looks like. It is data-driven, repeatable, and—most importantly—transparent.
Reporting Metrics Comparison Table
Founders, print this table out. Next time your agency sends over a 40-page PDF of fluff, compare it to this.
Metric Category Vanity Metric (The Fluff) Value Metric (The Truth) Rankings "Keyword position #1 for 'B2B software'" "Share of voice in AI-generated summaries" Content "10 articles published this month" "Entity coverage score & citation frequency" Growth "Estimated traffic value increase" "Qualified lead conversion from AI-referred visits" AI Readiness "We use AI tools for writing" "Percentage of indexable content in AI knowledge bases"Why "Evidence-Based Ranking" Matters
I’ve seen too many agencies claim they can "rank you in ChatGPT." This is usually nonsense. You don't "rank" in an LLM; you achieve presence through high-quality entity mapping and data structure that the AI trusts.
An agency that understands AI visibility metrics will show you data on how your brand entities are being linked to relevant topics. If they are making promises about rankings in ChatGPT without explaining the technical mechanism behind how they are getting your brand into the training data or the real-time retrieval-augmented generation (RAG) context, they are overpromising. It’s that simple.
Final Thoughts for Busy Founders
Stop paying for "activity." Start paying for outcomes. If you are hiring an agency to handle your AI SEO strategy:
Demand to see their proprietary framework (like the Everysearch framework). Check if they have actual case studies with hard, audited numbers. (If they say "we cannot share data due to NDA," ask for a sanitized report. If they say no, walk away). Ask them: "How are you measuring our visibility in AI Overviews vs. traditional search?"If they stumble, you know where the door is. Your organic growth is too important to leave to agencies that are just "testing things out" on your budget. Stick with teams that have the infrastructure to back up their claims, and always, always keep the buzzword bingo card handy.