Can anyone guarantee my firm gets cited by AI?
By The FirmCited team, BizLegal AI Last 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 controls the answer. Ad buys rent placement, not citations, so no one can promise a specific output.
What can an honest vendor guarantee?
The inputs and the measurement. FirmCited commits in writing to 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 promised citations change the subject.
| Claim | Verdict |
|---|---|
| “#1 in ChatGPT, promised” | Red flag: impossible to control |
| “N citations in 30 days, promised” | Red flag: non-deterministic output |
| “Deliverables on a stated timeline” | Honest: vendor controls this |
| “Monthly prompt-level SoV report” | Honest: measurable and auditable |
Related next step
- FirmCited Monitor
A monthly 25-prompt scan on up to 4 engines (ChatGPT, Claude, Perplexity and Google AI Overviews), delivered when at least 2 answer, with competitor share of voice. We email a private portal link. Self-serve, no calls.
See where your firm stands.
The USD 490 AI Visibility Audit answers this question about your firm, with verbatim engine results: 25 prompts, up to 4 engines, under 48 hours. Credits toward any install.