Introducing Sparqo, your AI CMO that runs Reddit and SEO growth, and hands you the work to approve.
AI Visibility, the agent that tracks what ChatGPT, Perplexity and Gemini answer
It asks the engines the same questions your buyers ask before they choose, records who gets recommended and which domains get cited, and turns each answer you lose into a brief for the agent that can win it back.
Your buying questions, put to every engine
It keeps a portfolio of the buying decisions that matter for your product and puts them to ChatGPT, Perplexity, Gemini and Google AI. For each one it records who gets recommended, who gets cited, and where you stand.
- Tracks real buying questions, not vanity prompts
- ChatGPT, Perplexity, Gemini and Google AI covered
- Records citations, not just mentions
It doesn't stop at the dashboard
Most GEO tools show you a score and leave you with the homework. AI Visibility diagnoses why an answer prefers a competitor, then hands the fix to the right teammate: a brief for the Article Writer, an angle for the Reddit agent.
- Diagnosis per losing question
- Briefs handed straight to the writer
- The fix ships through your normal approval queue
“best ai cmo for startups”a rival is citedWins and losses land in your feed
When an engine starts citing your page, or stops, you hear about it in plain words: what changed, for which question, and what it suggests doing next. No refresh-the-dashboard ritual.
- “Gemini now cites you” alerts as they happen
- Losses come with a suggested next move
- Everything logged in your Activity feed
Gemini now cites your page for “AI tools for daily content”Also in the job description
Not abstract prompts: real questions a buyer asks before choosing, each scored by whether the engines recommend you or a competitor.
ChatGPT, Perplexity, Gemini and Google AI checked with the same questions, so you see where you win and where you're invisible.
It tracks which domains the answers cite, so you know whether the fight is against a competitor or against a review site you could appear on.
A losing question turns into a brief with the right page type, handed to the Article Writer inside the same approval queue.
When a page you published earns a citation, the win shows up in your Activity feed, with the engine and the question named.
When an answer shifts for or against you, you hear about it in plain words with your page linked, not as a number that changed.
How it works
Buying questions built from your brand and niche.
On your team's daily run.
Drafts and briefs, never auto-published.
What is AI visibility?
AI visibility, also called generative engine optimization (GEO), is how often AI assistants like ChatGPT, Perplexity and Gemini recommend and cite your brand when buyers ask them for advice. A growing share of buying research now ends inside an AI answer instead of a list of blue links, and the brands those answers name win the customer before a website visit ever happens.
Tracking it means asking the engines the questions your buyers actually ask, the buying decisions, and recording two things per answer: who gets recommended in the text, and whose pages get cited as sources. Sparqo's scout does that on your team's daily run. The difference from GEO dashboards is what happens next: each losing question gets a diagnosis and becomes a brief for the Article Writer or an angle for the Reddit agent, because citations are earned with content, not with tracking.
To understand how the engines choose their sources and how to become one, start with how to get your SaaS cited in ChatGPT answers and our primer on generative engine optimization.
It doesn't work alone
It learns your product from your own site, decides what's actually holding growth back, and delegates the work to the agents that can do it: articles, Reddit replies, AI answer gaps.
It reads your Google Search Console, picks the queries you can realistically win, and writes the whole thing: meta description, FAQ schema, internal links to pages that exist on your site, and a hero image in your style.
It scans your subreddits every day, ranks threads by whether a reply there keeps earning attention for months, and drafts replies matched to what your account's karma can carry.
It connects Google Search Console with GA4, Plausible, Umami or PostHog, ties each result back to the work your agents shipped, and tells you in plain words what earned its effort and where that effort should go instead.
Frequently asked
How is this different from GEO dashboards?
Tracking is table stakes. The difference is that this agent's output is work: it diagnoses each losing question and hands a concrete brief to the writer or the Reddit agent, inside the same approval queue as everything else.
Which engines does it check?
ChatGPT, Perplexity, Gemini and Google AI. The unit it tracks is a buying decision, the question a real buyer would ask before choosing.
Can it write content itself?
No, and that's deliberate. It is read-only: it finds and diagnoses. The drafting happens in the Article Writer and the Reddit agent, so every fix goes through your review.
Where do the questions come from?
From your brand and your market: the decisions a buyer makes before choosing a tool like yours. You can add, edit or remove any of them, and it runs the set on the schedule you pick.
How fast do AI answers change?
Slower than Google, and that's the opportunity: once a page is the one being cited, it tends to stay cited. It's also why the loop closes, when you publish a fix, it watches whether the engine starts citing you.
Why does the answer name a competitor and not me?
Usually because they have a page that answers the exact question and you don't, or because they're cited by a source the engine trusts. It tells you which of the two it is, per question.
Do I need Search Console for this?
No, this runs against the AI engines directly. Connecting Search Console just lets it tie a won citation back to the page that earned it.
