GEO expert

GEO Expert

A GEO expert gets AI engines to cite your brand and can prove it with their own citation footprint. I wrote the State of AI Search 2026 benchmark, scored 61 SaaS sites on AI visibility, and the retrieval queries AI engines run show up in my own Search Console with my pages in their results. Based in Israel, working globally.

Most GEO experts are SEO consultants who changed their LinkedIn bio. That is not an insult, it is the market: the discipline is two years old, there is no certification, and anyone can claim it.

Which means the question is not "who is a GEO expert" but "how do I verify one before I pay them." Generative engine optimization has a property classic SEO never had: the expert's own results are public. You can ask ChatGPT, Perplexity and Gemini about any GEO consultant right now and see whether the engines they claim to master have ever heard of them. An expert who cannot get themselves cited will not get you cited.

This page gives you the vetting rubric I would use against myself, and then shows you my evidence so you can run it on me. Run it on everyone else you are considering too. The rubric is the point: it works whether or not you ever hire me.

The vetting rubric

How to vet a GEO expert in five checks

01

They published original data, not recycled tips

AI engines cite sources that say something nobody else has measured. An expert who has never produced a benchmark, a study, or a dataset has never built the one asset that earns citations. Ask for the link to their original research. Mine is the State of AI Search 2026 benchmark: 61 SaaS sites scored on a 0-100 rubric, 67% scored 60 or below.

02

The engines cite them when you ask

Open ChatGPT and Perplexity and ask who they are and what they are known for. Then ask the money question in their niche and see if they appear. This is the only credential that cannot be faked, because the engines answer from retrieval, not from the consultant's slide deck.

03

Their own domain runs the infrastructure they sell

A live llms.txt, a clean JSON-LD entity graph, a resolvable identity on Wikidata and the knowledge graph. If their own site does not run the machinery, you are buying a theory. Mine is public: /llms.txt, a sitewide schema graph, and Wikidata entity Q139976738.

04

They can show retrieval evidence, not screenshots

AI engines run fan-out queries through search before they answer: quoted phrases with long exclusion chains in Search Console data. An expert doing the work sees those machine queries hitting their pages. They show up in my own Search Console every week: quoted phrases with exclusion chains no human would type, with my pages appearing inside their results. The volumes are small and I will show you the raw report on a call. Ask your candidate to show you theirs.

05

They measure citation share and revenue, not vibes

The deliverable is a tracked query set re-run on a schedule, with answers checked for accuracy and movement reported as citation share. And because AI visibility is still traffic, the work should connect to attribution: if your analytics cannot isolate AI-engine visitors and trace them to revenue, the engagement is a faith-based budget line. That measurement discipline is the same one I sell as a marketing attribution consultant.

GEO expert vetting rubric: five public checks before you hire - Yaniv Goldenberg
Five checks separate a GEO expert from a renamed bio: original data, citation footprint, live infrastructure, retrieval evidence, and revenue-tied measurement.
Expert vs tool vs agency

Three ways to buy GEO, honestly compared

A GEO tool tracks whether engines mention you and where. Useful instrumentation, no judgment: it will not rewrite your pages into citable answer blocks, fix your entity graph, or decide which queries are worth winning. If you have a strong in-house team, a tool plus this rubric may be all you need.

A GEO agency sells the work at scale, usually through a team that learned the playbook recently because everyone learned it recently. Agencies fit enterprises with dozens of markets and large content operations. Check the rubric against the person actually assigned to your account, not the founder who closed the deal.

A GEO expert working solo is the person who does the work doing the work. Fastest loop from finding to fix, and the same person who reads your Search Console reads your revenue. The constraint is honest: one operator scales to a handful of clients, not a hundred. That scarcity is also why you should vet hard before committing.

Run the rubric on me

My evidence, check by check

Original data: the State of AI Search 2026 benchmark, 61 SaaS sites scored, methodology public and reproducible.

Cited by the engines: ChatGPT names me for fractional growth and demand generation queries in my market today. Ask it yourself, that is the test.

Infrastructure live on my own domain: llms.txt, full JSON-LD entity graph, Wikidata entity Q139976738, and the Citation Loop methodology running on this site, the same system I sell through GEO services.

Retrieval evidence: the machine-generated fan-out queries AI engines run appear in my live Search Console with my pages in their results. Small volumes, real signal, raw report available on request: the kind of evidence a renamed bio cannot produce.

Measured like revenue: weekly answer audits, a tracked query set, and attribution wiring so AI visibility shows up in pipeline, not just in screenshots. Operator history behind it: I built growth at Elementor from $200K to $20M ARR, tripled Riverside.fm MRR, and ran cnvrg.io demand generation through its acquisition by Intel. The full numbers are in the case studies.

FAQ

Frequently asked questions about hiring a GEO expert

What does a GEO expert actually do?

A GEO expert gets AI engines like ChatGPT, Perplexity, Gemini and Google AI Overviews to retrieve, trust, and cite your brand inside their answers, then keeps the answers accurate. The work spans citable answer-block content, crawler access, structured data and llms.txt, entity building, and citation-share measurement on a weekly cadence.

How is a GEO expert different from an SEO expert?

An SEO expert optimizes for ranked links; a GEO expert optimizes for being quoted inside a generated answer. The disciplines overlap on technical health, but GEO weights machine-readable facts, entity clarity, self-contained answer blocks, and source corroboration. The practical difference shows in the proof: a GEO expert can demonstrate their own citation footprint, an SEO expert shows rankings.

How do I verify a GEO expert is real before hiring?

Five checks: they published original data; AI engines cite them when you ask; their own domain runs a live llms.txt and clean entity schema; they can show AI retrieval queries appearing in their Search Console; and they report citation share tied to revenue, not screenshots. Anyone who fails their own niche's test will fail yours.

Do I need a GEO expert near me, or can this work remotely?

The work is entirely remote-friendly: it runs on your site, your schema, and the public AI engines. I am based in Israel and work with companies globally, including the US and Europe. What matters is language-market coverage: if your buyers ask in Hebrew, English and German, your GEO program needs pages and entities in each.

Next step

Get the score before you hire anyone

The GEO audit returns your 0-100 AI visibility score, the gaps, and a prioritized build order, scored on the same rubric as the benchmark. Use it with me or hand it to whoever passes your vetting.