Introducing Sparqo, your AI CMO that runs Reddit and SEO growth, and hands you the work to approve.
Know which AI answers recommend you
Your buyers ask ChatGPT before they ask Google. The scout asks the same questions, records who gets recommended and cited, and turns every loss into work for the rest of your team.
Your buying questions, put to every engine
The scout 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. The scout 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
Perplexity answers this with a competitor. The scout diagnosed why and briefed the Article Writer.
Wins 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 the scout 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
Want me to dig into why, or hand the losing question to the writer?
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
One CMO plan, specialists that hand work to each otherIt reads your Search Console, picks the topics you can actually win, and drafts publish-ready articles on the cadence you set.
It scans your subreddits daily, surfaces the threads worth joining, and drafts value-first replies in your voice.
It reads your Search Console and analytics, connects them to what your team shipped, and tells you in plain words what paid off, plus where to shift effort next week.
Frequently asked
How is this different from GEO dashboards?
Tracking is table stakes. The difference is that the scout'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. The scout 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.
Reddit Visibility