Bersyn scans ChatGPT, Claude, Perplexity, and Gemini to show you exactly how they represent your product — then helps you fix misclassifications, missing differentiators, and conversations where you don't appear at all.
See where AI gets your product wrong, fix the gaps, and measure what changes.
Real issues from real AI conversations about real products.
“ImportKit is an ETL pipeline tool”
AI puts you in the wrong category
“The main options are Flatfile and CSVBox”
AI recommends competitors, not you
“It helps with data imports”
AI describes you without specifics
“ImportKit, similar to Flatfile, offers...”
AI conflates you with a competitor
Internal Bersyn test case
ImportKit (CSV import widget) — scanned and patched using Bersyn over 10 days. Real data, not a simulation.
Before
0.7 / 10
Invisible in 7 of 8 buying conversations. Misclassified as “ETL tool” by 2 providers. No differentiators recognized.
After 10 days
3.3 / 10
Present in 5 of 8 buying conversations. Category corrected. Core capabilities recognized by 3 of 4 AI surfaces.
What we published: 2 comparison articles, 1 technical docs page, 1 README update — each anchored to specific gaps identified by Bersyn scans. Score improvement verified by weekly re-scan.
This is an internal Bersyn test, not a customer case study. ImportKit is a product we maintain.
Tell Bersyn what your product is: category, capabilities, differentiators, and boundaries. We extract it from your website, docs, or code — then lock it as your verified source of truth.
Bersyn scans four AI surfaces with the questions your buyers ask. Each response is scored against your verified identity — per provider, per conversation, every week.
Generate corrective content targeting specific gaps. Each patch addresses a specific conversation where AI misrepresents or omits your product. Re-scan to prove the fix worked.
After every scan, Bersyn shows what AI got right, what it missed, and what to fix next.
3.1
Score
38%
Coverage
5
Gaps
2
Patched
Category
Emerging
Primary gap
Weak category recognition
Entity
Partial
Highest risk
Claude
Next action
Absent in 3 core conversations — generate patches to close gaps
Not an LLM traffic tool. We don't game AI outputs.
Not a rank tracker. We measure control per conversation, not a single global rank.
Not a generic SEO suite. This is identity verification for AI surfaces.
Not a one-time report. It's a measurement + correction loop that compounds every week.
Every action produces a receipt. Every claim is verifiable.
Define your canonical identity with evidence. Lock it as a verifiable source of truth.
Scan four AI surfaces weekly. Score representation against your attested identity.
Generate corrective patches targeting specific gaps in specific conversations.
Re-scan. Measure what changed. Every improvement has a receipt.
The question is whether that representation is accurate — or whether your competitors wrote it for you.
Join the Founding Beta — $49/mo24 spots. No contracts. Cancel anytime.