Bersyn
Bersyn records what ChatGPT, Claude, Perplexity and Gemini actually answer when buyers ask which tool to use in your category.
Bersyn is doing something most AI-visibility tools avoid: it audited itself, found its own scoring unreliable, and withdrew it. What's left — recorded answers, counts with denominators, one assistant at a time, repeats kept visible — is more honest measurement than the blended scores competitors still sell. The catch is availability: there's no instant scan right now, and a new market only gets measured through an agency or design partner.
Verified 4d ago · liveness 69/100 · cite: rightaichoice.com/tools/bersyn
- B2B SaaS founders in competitive categories where AI is already shortlisting tools
- Product marketers in auth, analytics, dev tools or CRM who need the answers behind the counts
- Growth teams tracking AI representation alongside SEO and content
- Agencies and consultants who can measure a market once and read the same evidence for each client
- Buyers who want a single blended AI visibility score or a rank position
- Teams that want a rank tracker or SEO dashboard rather than recorded answers
- Companies expecting attribution, i.e. proof that a content change caused a shift in counts
We scan live Reddit threads, YouTube comments, X posts, G2 reviews and other communities — and hand you an honest verdict in under a minute.
- Honest verdict, not marketing
- Real pros & cons from real users
- Attributed quotes with receipts
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Skip Bersyn if you need an instant self-serve scan or a single blended visibility score today — purchases are closed during the rebuild and a new market is currently measured only through an agency, consultant or design partner.
Agencies price a market measurement themselves, so what you pay depends on your agency's rate rather than a published Bersyn price.
That puts Bersyn at the expensive-managed-service end of AI visibility measurement for now, versus self-serve tools that let a growth team run scans for a few hundred dollars a month without an agency in the loop. Budget for an agency engagement, not a subscription, until verified self-service ships.
In short
Bersyn — Bersyn records what ChatGPT, Claude, Perplexity and Gemini actually answer when buyers ask which tool to use in your category. Best for B2B SaaS founders in competitive categories where AI is already shortlisting tools, Product marketers in auth, analytics, dev tools or CRM who need the answers behind the counts, Growth teams tracking AI representation alongside SEO and content. Free to use.
What's new in Bersyn
Checked 4 days agoAcross the latest 2 updates: 1 pricing change and 1 news mention.
Bersyn withdrew its blended visibility score after testing its own method
Roughly 590 live conversations were run to check whether the published numbers held up; several did not, so the composite score and percentage summaries were withdrawn and the method rebuilt around per-assistant counts with raw answers attached.
Self-service purchases temporarily closed during the rebuild
Bersyn stopped selling self-service measurement while the methodology is verified. New markets are now measured only through a small number of agencies, consultants and design partners; existing reports remain available.
What people actually say about Bersyn — is it worth it?
We scanned public community sources for Bersyn on Jul 29, 2026 and could not establish that the discussion we found is about this tool rather than something else sharing its name. Our own analysis of that scan says the posts were off-subject. Rather than publish a sentiment score built on the wrong subject, we publish nothing here and re-run the scan.
Viability Score
How well maintained and how widely used is Bersyn? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: October 2026
How we score →Key Features
- Records verbatim answers from ChatGPT, Claude, Gemini and Perplexity via their APIs
- Counts reported with denominators, one assistant at a time, never blended into a score
- Identifies which competitors were named instead of you, by buyer question and by assistant
- Classifies how you were described instead: omitted, misclassified, generic or confused
- Keeps repeats visible (e.g. 2 of 3) rather than averaging assistant variation away
- Records whether the assistant searched the web before answering
- Records which domains the assistant cited, separately from being named
- Organizes measurement around recommendation topics and real buyer questions
- Fixed, versioned pack of buyer questions frozen per measurement, wording recorded verbatim
- Companies matched against a curated list of known entities including name variants
- Full text of every recorded answer archived and readable behind each count
- Reports zero named answers as a result (0 of 144) rather than a missing measurement
- Each measurement records question pack version, contract, assistants, models and repeat count
- Side-by-side comparison of two methodologically comparable measurements
- Public Recommendation Boards for benchmarking a category's AI landscape
About Bersyn
Bersyn is a measurement platform for AI recommendation visibility. It asks real buyer questions — the ones someone types when deciding what to use in a category — of ChatGPT, Claude, Gemini and Perplexity through their APIs, several times each, and stores the full text of every answer. From those recorded answers it reports how many named your company out of how many were recorded, which competitors were named instead, whether the assistant searched the web and which domains it cited, and where the same assistant answered differently between repeats. Every count travels with its denominator and with the assistant that produced it; nothing is blended into a single score. A market is one category, one country and one language, and every company in that market reads the same recorded answers, which is why an agency can measure a market once and hand the same evidence to each client. Where you are not named, Bersyn shows how you were described instead — omitted, misclassified, generic, or confused with a competitor — and keeps the verbatim answers readable behind each number. It is built for B2B SaaS founders, product marketers and growth teams in competitive categories where buyers shortlist tools with AI before they ever reach your site. Recommendation Boards let you benchmark a category's AI landscape, and side-by-side comparisons work only between methodologically comparable measurements. Important context: Bersyn is in an active rebuild. In August 2026 the team ran roughly 590 live conversations to test its own method, found several published numbers unreliable, and withdrew the blended visibility score and percentage summaries it used to sell. Self-service purchases are closed, and new markets are currently measured only through agencies, consultants and design partners.
Behind the Verdict
Most AI visibility tools sell you a number. Bersyn sells you the answers a number would have been made of — and that difference matters more than the marketing copy suggests.We'd reach for this when the question isn't "what's my score" but "what exactly did Claude say, to which question, and who did it name instead of us." The four-way classification of how you were misrepresented (omitted, misclassified, generic, confused) is the part buyers should read closely. It maps to concrete fixes in a way a 67/100 visibility index never will. A market is one category, one country and one language, so if yours hasn't been measured by an agency or design partner, you're waiting on the early-access list. Anyone who needs a dashboard today should look elsewhere.The closest alternative is manual prompt testing, which is free and unstructured — you can do it this afternoon, but you can't repeat it, and you can't compare two runs without fooling yourself. Bersyn's whole pitch is that comparison has to be methodologically comparable before it means anything. That's a real constraint competitors tend to skip.Know what Bersyn won't tell you: it reports what the assistants answered, not why, and it explicitly won't claim your published content caused a change in counts. The team measured the same market twice with nothing done in between and watched counts move on their own. If you want a tool that attributes causality, this isn't it.For agencies and consultants the model is genuinely useful — measure a market once, every client in that category reads the same recorded evidence, which is a cleaner deliverable than four separate client-specific scans.Our read: join the early-access list if you sell
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Real-world workflow fit
Concrete scenarios for the personas Bersyn actually fits — and what changes day-one when you adopt it.
You ask Bersyn (or your agency) to measure your category in one country and language, then read the recorded answers that named your competitors instead of you.
Outcome: You get the exact buyer questions where you are named least, plus the verbatim answers showing whether you were omitted, misclassified or described generically.
You use the classified representation issues — omitted, misclassified, generic, confused — to see how assistants currently describe you, then work on the pages and comparison content those descriptions point at.
Outcome: You have a concrete list of descriptions to fix, and you know Bersyn will treat any later change as an observed difference rather than proof your edit caused it.
You measure the market once with Bersyn, then give each client the same recorded answers to read.
Outcome: Each client sees their own counts and the competitors named alongside them, against one shared, auditable dataset — and you avoid re-running the market per client.
Use Cases
- Find out why AI omits your product when buyers ask for the best option in your category.
- See which competitors ChatGPT, Claude, Gemini and Perplexity name in your place, by question and by assistant.
- Check whether an assistant retrieved from the web before answering you, and which domains it cited.
- Read the verbatim answers behind any count before you take it to your team or your board.
- Compare two methodologically comparable measurements to see what changed between them.
- Classify whether AI omitted you, put you in the wrong category, described you generically or confused you with a rival.
- Benchmark your category's AI landscape using the public Recommendation Boards.
- Run a website audit to improve how readable your site is to AI systems answering buyer questions.
Models Under the Hood
as of 2026-10-18
Limitations
- Self-service purchases are temporarily closed while Bersyn rebuilds its measurement methodology, so there is currently no instant scan and no price to quote for a new measurement.
- New markets are measured only through a small number of agencies, consultants and design partners; a measurement covers one category, one country and one language, with every company in that market reading the same recorded answers.
- Bersyn reports presence one surface at a time rather than blending the four assistants into a single score, keeps raw answers as evidence, and treats disagreement between models as a finding.
- It records what each assistant answered and which companies were named, and states it does not conclude why an assistant answered as it did.
as of 2026-10-05
Verification history
We have re-verified Bersyn 9 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-checked, vendor evidence unchanged
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-checked, vendor evidence unchanged
- — re-checked, vendor evidence unchanged
- — re-checked, vendor evidence unchanged
Showing the 6 most recent of 9 verification passes.
Free to cite with attribution — this page re-verifies continuously.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published Bersyn tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Early-Access List
$0
Ideal for
B2B SaaS founders and product marketers who want to be told when the verified measurement ships and are willing to wait.
What this tier adds
Free entry point: one email when there is something worth sending, with no pricing announced until a product exists behind it.
Partner / Agency Measurements
Custom
Where the pricing makes sense
The company stage and team size where Bersyn's pricing actually pencils out — and where peers do it cheaper.
That puts Bersyn at the expensive-managed-service end of AI visibility measurement for now, versus self-serve tools that let a growth team run scans for a few hundred dollars a month without an agency in the loop. Budget for an agency engagement, not a subscription, until verified self-service ships.
Setup time & first value
How long it actually takes to get something useful out of Bersyn — broken out by persona, not the marketing-page minute.
For a design partner or agency engagement, expect a short scoping call to lock category, country and language, plus the question pack, before measurement runs. Individual users can join the early-access list in under a minute but get nothing measurable until the verified product ships.
Switching to or from Bersyn
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From DIY manual prompting of ChatGPT/Claude/Gemini/Perplexity: replace ad-hoc screenshots with a versioned question pack, repeats and stored verbatim answers.
- →From a blended AI-visibility score: move to per-assistant counts with denominators and read the answers behind each figure.
- →From an SEO rank tracker: keep your rankings, add recorded assistant answers as a separate, non-blended observation.
- ↗To a self-serve AI visibility tracker: export or screenshot the recorded answers you care about before you lose access to the measurement view.
- ↗To manual prompting in ChatGPT/Claude/Gemini/Perplexity: you keep the questions but lose the repeats, denominators and stored evidence.
Resources & Guides
Tutorials & Learning
YouTube returned 5 videos for “Bersyn”, and we withheld 5: 5 could not be judged, because “Bersyn” is a single word that other videos use for other things. We are showing none, because we could not prove any of them are about Bersyn.
Official links
Tools that pair well with Bersyn
Common stack mates teams adopt alongside Bersyn, with the specific reason each pairing earns its keep.
Elmo
Open-source AI visibility tracking and Answer Engine Optimization across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews
Arobis AI
Arobis AI is a done-for-you GEO, AEO and AI SEO agency that gets B2B SaaS brands named in ChatGPT, Claude, Gemini and Perplexity answers.
Loamly
AI recommendation intelligence that explains why ChatGPT, Claude, Gemini, and Perplexity recommend a competitor — and which citations to fix
Featured Head-to-Head Comparisons
Bersyn vs Gem
Bersyn and Gem serve completely different needs. If you're a B2B SaaS founder wondering why ChatGPT names a competitor instead of you, Bersyn gives you the evidence and a fix. If you're a recruiter drowning in resumes and sourcing, Gem's AI agents will handle screening, fraud detection, and outreach. There's no direct competition—pick based on whether you sell products or hire people.
Bersyn vs Guesty
If you're a B2B SaaS founder losing deals because ChatGPT recommends a competitor instead of you, Bersyn is your only option — it surfaces exactly where you're misrepresented and how to fix it. For vacation rental operators juggling dozens of units across multiple booking channels, Guesty's AI-driven automation unifies everything from messaging to bank reconciliation. There's no head-to-head: pick the one that matches your business model.
Bersyn vs Poke Interaction Co
These are not competitors, and you should not compare them feature-by-feature. If you are a B2B SaaS founder losing deals to competitors that ChatGPT or Perplexity names instead of you, Bersyn is the tool that records that evidence — verbatim, per assistant, with denominators and repeats kept visible. If you are an individual who wants email triage, calendar scheduling and reminders handled from a text thread — plus real people for calls and reservations on Ultra — Poke is the one to try. Budget both separately; nothing about one purchase informs the other.
Alternatives to Bersyn
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Elmo
Open-source AI visibility tracking and Answer Engine Optimization across ChatGPT, Claude, Gemini, Perplexity, and Google AI Overviews
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