CiteSurge vs Otterly.AI
A transparent, self-serve AI-visibility tracker for solo marketers and mid-market brands.
Otterly is a clean self-serve tracker, but it stops at diagnosis, meters several engines as paid add-ons, and tracks neither Claude nor Grok. CiteSurge includes every engine in the price, adjudicates each answer, and turns the data into a board-ready audit.
The difference that runs through every row below is adjudication. Most tools, Otterly.AI included, report a visibility score by counting how a brand appears in an answer. CiteSurge adds a second model that reads each answer and judges whether you were genuinely cited, recommended, or merely mentioned, then defends that call. You get a score that holds up in a room, not a tally you have to take on faith.
This is a capability comparison, not a spec sheet. We compare on the things that change slowly (how each tool scores, how it meters prompts, who it’s built for) and leave live prices and exact caps to each vendor’s own site, which is where you should confirm today’s specifics.
How they compare
Where Otterly.AI leads
No tool wins on every axis, and a comparison that pretended otherwise wouldn’t be worth citing. Otterly.AI is genuinely strong on:
- Transparent, public pricing and fast self-serve onboarding.
- Generous markets and seats on its mid and upper tiers.
- A polished, approachable product for solo marketers.
The bottom line
If you want a low-cost dashboard to watch your own visibility and you are happy to read the charts yourself, Otterly does that well. CiteSurge is the move once you need every engine in one price, a score that says whether you were cited or merely mentioned, and a finished audit to hand a client.