Track / ChatGPT Citations
Botric is a ChatGPT tracker built around one distinction: being named and being cited aren’t the same thing. See which competitors get named instead, and which pages ChatGPT already pulls from. For every missed mention or citation, get a clear fix you can act on.
Grey Aesthetics
Luminary
myIDFi AI
Botric runs your tracked prompts against ChatGPT and captures the full answer exactly as it responded: who it names, whether it cites a source, and which competitors show up instead. Here’s what that looks like for a brand ChatGPT already knows.
For freelancers juggling multiple clients, three tools tend to come up. [Brand]is built around per-client billing and time tracking in a single view, which helps when you’re switching between projects all day. Taskly keeps things simpler with one shared board for smaller workloads, and Asana leans on automations for recurring client work. Each one has a slightly different focus depending on how many clients you’re managing at once.
You’re being named without a linked source this run. Strengthen your presence on the pages ChatGPT already cites for this topic, then check back to see if the next run earns the citation.
Send to Content AgentBeing named in an answer and being the source ChatGPT links to are two different wins, and only one of them sends you a click. Botric tracks every citation ChatGPT surfaces across your prompts, whether it points to a page you own or one you don’t.
Of the citations naming [Brand], 71% sit on sites you don’t own — other pages vouching for you, not your own page talking about itself.
Add your site and prompts, and Botric tracks every ChatGPT answer, benchmarks you against the competitors named alongside you, and turns the biggest citation gaps into ready-to-publish content.
Add your site and up to five competitors first — Botric uses this to understand your brand and category before it runs a single ChatGPT prompt.
Add your own prompts, or let Botric auto-generate them across direct, comparison, category, and informational intents, then preview each one in the Prompt Playground before it goes live.
Every run benchmarks your mention and citation rate against the competitors ChatGPT named in the same answers, not just whether you showed up.
Content Gap Analysis shows the prompts where competitors get named or cited in ChatGPT and you don’t, ranked by priority and impact.
Content Agent turns each priority gap into a ready-to-publish page, then Botric keeps tracking ChatGPT to confirm your visibility improves.
Botric groups every tracked prompt into one of four intents: direct brand, comparison, category, and informational. A brand that shows up when someone searches its own name doesn’t always show up when the question is more general, and that gap is what this view is built to catch.
Someone already knows your name and is checking up on you.
Someone's deciding between you and a specific alternative.
Someone hasn't picked a brand yet, they're browsing the whole category.
Someone's still defining the problem, not shopping yet.
There’s no guaranteed way to earn a ChatGPT citation, and anyone who tells you otherwise is guessing. What you can do is study where ChatGPT already pulls its sources from, and make your own content easier to point to when it does browse. These three tactics are where that effort tends to pay off first.
ChatGPT’s citations lean heavily on community and third-party platforms, not just blog posts and review sites. If YouTube and Reddit keep showing up as the source behind answers in your category, real presence there — a well-structured video, an active thread — is a more direct path to a citation than another landing page competing with pages that already dominate search.
When ChatGPT does browse for an answer, it tends to cite one clear source, not stitch together several thin pages saying the same thing. Consolidate overlapping pages into one strong page per topic, so there’s an obvious single answer for ChatGPT to point back to instead of several competing ones.
Not every prompt makes ChatGPT go looking for a source — some it answers straight from training data, with nothing to cite at all. Before you chase a citation, check which of your tracked prompts actually trigger browsing. Chasing a citation on a prompt that never browses is effort spent on a slot that was never open.
All three plans include ChatGPT tracking. What changes is how many prompts, engines, and workspaces your answer engine optimization tool covers as you scale.
The ChatGPT SEO tool most solo teams start with.
Once ChatGPT is under control, widen the lens.
All five engines Botric tracks, across up to five workspaces.
Luminary AI, an AI-powered exploration and learning platform, used Botric to track and close visibility gaps across ChatGPT and other AI platforms over a 90-day engagement. The same tracking and gap workflow shown on this page, run on their account.
One number sits on top of everything Botric tracks for ChatGPT: whether you’re named, whether that mention turns into a citation, how you compare to competitors named alongside you, and how you’re described when it happens. It’s one piece of a broader LLM brand monitoring picture that spans every engine you track.
A single 0–100 number for ChatGPT, combining mentions, citations, competitive standing, and sentiment into one figure. Every other card here feeds into this one.
How often ChatGPT names your brand across every prompt you track. Watch this number after any content change, since it’s the first one that moves.
Of the runs where ChatGPT named you, how many also came with a linked source. Being named and being cited aren’t the same thing, and Botric tracks each separately.
Your slice of every brand mention across your tracked prompts, competitors included. It’s a faster read on competitive standing than mention rate alone.
How ChatGPT describes your brand in the mentions it gives you: warm, neutral, or barely there. Being mentioned isn’t automatically a win.
Everything to know before using Botric’s ChatGPT tracker.
Naming is your brand appearing inside the answer text itself, as part of a list or recommendation. Citing is a source link ChatGPT surfaces alongside the answer, and it only happens when ChatGPT browses for that response — not every answer does. A brand can be named with no citation, or in rarer cases cited without being named directly in the text. Botric tracks both separately for every prompt.
Botric is an answer engine optimization tool built to track and improve how your brand shows up in AI-generated answers, ChatGPT included, not a traditional keyword rank tracker.
Botric runs your tracked prompts against ChatGPT and records whether your brand is named, whether a source is cited, and which competitors appear in the same answer. Every run captures where the citation pulled from, if there was one, so you see exactly why you were or weren't included.
Bit, Byte, and Infinity all track ChatGPT. Bit adds Google AI Overview and a Chat Agent, Byte adds Perplexity, and Infinity adds Claude and Gemini for teams that want every engine tracked.
There's no guaranteed way to earn a ChatGPT citation, since citations only appear when it browses and pulls from a live source. What you can influence is showing up on the sources it already leans on, structuring your own pages so there's one clear page to point to, and using Botric's Prompt Playground to check whether your tracked prompts trigger browsing at all before you chase a citation that was never sourced live to begin with.
Botric auto-generates a starting set across four intents — direct brand, comparison, category, and informational — based on your site and category. You can edit, replace, or add your own prompts at any time; the starting set is a baseline, not a limit.
Botric re-runs your tracked prompts on a regular schedule, so you can see whether your ChatGPT visibility is holding, improving, or slipping, not just a single point-in-time check.
No SDK, no code, no tag. Add your domain and up to five competitors, confirm or edit the auto-generated prompt set, and Botric starts running. Google Analytics and API integrations are optional and only add AI-attributed traffic to the dashboard.
The Prompt Playground lets you build a set of prompts and test them against ChatGPT before committing to ongoing tracking. It's optional: browsing topic suggestions is free, and testing a prompt uses a small number of credits, so you can preview an answer before you decide it's worth tracking long term.
Your workspace stays intact and your plan continues at its regular price. Nothing is deleted and no prompts are paused. If your plan no longer fits, you can move up to add more engines and prompts, or downgrade without losing history.
Start tracking your most important prompts and get the exact competitor, source, and content fix for every ChatGPT mention you’re missing.
