Can anyone guarantee my firm gets cited by AI?
By Moshe Dor, FounderLast updated
Why are citation guarantees impossible?
Because the systems are non-deterministic and privately controlled. The same prompt can return different firms on different days; model updates reshuffle citations overnight; each engine weighs sources differently. No outside vendor has placement access — OpenAI banned legal ads outright — so no one can promise a specific output.
What can an honest vendor guarantee?
The inputs and the measurement. FirmCited guarantees every deliverable on the stated timeline, lead response in under 60 seconds, and a transparent monthly share-of-voice report showing exactly how citations move. If a vendor instead promises “top of ChatGPT in 30 days,” ask them to put it in the contract — they will not.
How should a firm evaluate AEO vendors?
Ask three questions: What exactly do you deliver, by when? How do you measure citations, and do I see raw prompt-level results? What happens when a model update wipes out gains? Vendors with real methodology answer instantly. Vendors selling guarantees change the subject.
| Claim | Verdict |
|---|---|
| “Guaranteed #1 in ChatGPT” | Red flag — impossible to control |
| “Guaranteed N citations in 30 days” | Red flag — non-deterministic output |
| “Deliverables on a stated timeline” | Honest — vendor controls this |
| “Monthly prompt-level SoV report” | Honest — measurable and auditable |
See where your firm stands.
The $490 AI Visibility Audit answers this question about your firm, with verbatim engine results — 25 prompts, 4 engines, under 48 hours. Credits toward any install.