SharpSchema — a GeoFlow product
Be the source AI cites.
Your buyers now ask ChatGPT, Perplexity, Gemini, Claude and other AI assistants who to hire before they ever open Google. CitePulse shows you the gap. SharpSchema closes it: it turns your expertise into source-backed, always-fresh, machine-readable pages those assistants actually read and recommend. So when buyers ask AI, you're the answer, not the runner-up.
The problem
Search moved. Your visibility didn't.
When a buyer asks an AI assistant "who's the best for this," they get a short list of names and move on. If you're not on that list, you never enter the conversation. No impression, no click, no second chance. A competitor gets recommended in your place, quietly, on every question you should own — and most companies can't even see it happening. That's the gap CitePulse measures. SharpSchema is how you get on the list and stay there.
What you gain
From invisible to the cited answer.
Be the cited source
AI names you in its answer, with your page behind it — not a competitor, not a directory.
Win the recommendation
Show up when buyers ask "who's best for this," across the assistants they actually use.
Stay current, automatically
AI answers shift constantly. Your presence stays fresh, so you don't quietly drop off the list.
Authority AI trusts
Evidence-backed pages assistants treat as a reference — not the AI slop they're learning to ignore.
How it helps
What SharpSchema does for you.
No dashboards to babysit, no content treadmill. You bring the expertise; SharpSchema turns it into the kind of pages AI reads, trusts and quotes — and keeps them that way.
Turns expertise into AI-readable pages
Your knowledge becomes content built to be understood and quoted by machines, not just skimmed by people.
Keeps you cited as the web shifts
The answers change week to week. Your presence is kept current so you stay in the recommendation.
Earns trust, not penalties
Source-backed and verifiable, so assistants treat you as a reference instead of skipping you as low-quality filler.
Who it's for
Built for anyone whose buyers ask AI first.
- Brands invisible to AI. If CitePulse scored you low, this is the fix engine that closes the gap.
- B2B, local and services businesses. Wherever buyers research with AI before they shortlist, being the cited answer wins deals.
- Agencies and resellers. Add AI visibility as a service line and run it across your whole client book under your own brand. White-label is on the roadmap.
The improvement loop
One cycle. A score that keeps climbing.
CitePulse and SharpSchema are one journey: see where AI ignores you, fix it at the source, then re-audit. Every loop, AI cites you a little more, and monitoring catches new drops before they cost you.
Illustrative. We sell the work and the freshness, not guaranteed AI citations.
FAQ
Questions, answered straight.
What exactly is SharpSchema?
The fix engine for AI visibility. It turns your expertise into source-backed, always-fresh pages that ChatGPT, Perplexity, Gemini, Claude and other AI assistants read and recommend — so you become the answer they give, not the one they skip.
When can I use it?
SharpSchema is in early access, with serious testing starting Q4 2026. It's a founding-member list, not a purchase yet. Join now for early access and a locked founding price before public launch.
What's the founding-member offer?
Early access ahead of public launch and a founding price that stays locked as we open up. Spots are limited and we onboard in batches.
Does it guarantee AI will cite me?
No, and we won't pretend otherwise. We build the source-backed, fresh, machine-readable pages and the discipline to keep them cited. We sell the work and the freshness, not guaranteed AI citations or rankings.
How is this different from AI content tools?
Most tools spray thin content that AI learns to ignore. SharpSchema is the opposite play: evidence-backed and kept current — quality AI trusts, not volume it skips.
Can agencies use it for clients?
Yes. It's built to run across a whole client book, and white-label is on the roadmap so you can offer AI visibility under your own brand.
Get in before everyone else.
We're building now, with serious testing in Q4 2026. Founding members get early access and a locked founding price before public launch. Limited spots, onboarded in batches.
No spam. We email you once when early access opens. founders already in.
To be straight: SharpSchema is in early access (testing Q4 2026). We sell source-backed pages and the freshness to keep them cited — not guaranteed AI citations.