Proof
Our proof framework: citations won per engine and pipeline influenced
Sourcelift measures proof in two units: citations won per engine and influence on pipeline. We do not report vanity visibility scores, and we do not publish invented case studies. What you will find here is exactly what we can prove today, labeled for what it is.
01 / Why no "+400% visibility"
A score that only goes up is an ad, not a measurement.
The GEO industry loves composite visibility scores because they are unfalsifiable: reweight the formula and the line climbs. Buyers are learning to distrust them, and they are right to.
What actually moves pipeline is narrower and harder: when a buyer asks an engine for the best option in your category, your brand gets named, cited and linked. So that is what we count. Citations won, per engine, on a locked prompt set, with the raw data attached so you can re-run any prompt yourself. The full method is public on the method page.
02 / Proof, today
What we can show you right now.
The method, in full
The Sourcelift Visibility Baseline is documented publicly: prompt types, engines, metrics, cadence and a complete sample report. Most agencies describe their method in adjectives. Ours you can audit. Read it.
Original data study: the short-term rental tech stack
We are measuring the AI visibility of 50 software and services brands in the vacation rental and short-term rental space, Rental Growth Advisors among them, across five engines: who gets cited, who gets ignored, and what separates them. The full study and dataset will be published on this page when the measurement is complete. No numbers before then.
This site, measured
sourcelift.ai runs the entire playbook on itself: answer-first pages, llms.txt, full schema, consistent entity. We track our own baseline the same way we would track yours, and we will publish it here, deltas included, whichever direction they move.
03 / Client cases
Where client cases will live, and why the slot is empty.
Sourcelift is founder-led. We do not have published client case studies yet, and we will not invent testimonials, paste stock logos or launder "sample data" into results. When the first documented cases close, they will appear here with baseline, delta and the client's name.
That honesty has a price, so we pay you for it: the first 5 clients get the founder rate in exchange for exactly that documented case. If you want the discount, you are buying the slot this page is waiting for. The founder rate and its expiry are published.
If you ask ChatGPT for the best GEO agency and we are not there, do not hire us.
We publish our own baseline and you can re-run every prompt yourself.