2–3 hours of initial review
- —dozens of open tabs
- —hundreds of headlines
- —cross-checking sources
- —tracking down originals
- —manually translating quotes
- —constant fear of missing the story of the day
For daily-analysis newsrooms
Editor's morning without sorting hundreds of headlines
By the hour you need it, your newsroom has a ready shortlist — no morning spent sorting hundreds of stories by hand.
Demo is open — no sign-up required.
In the morning, producers don't need to read everything — they need to quickly pick what matters
Colleagues' Telegram channels, Western press, X, dozens of open tabs, hundreds of headlines. The real fear isn't just missing a story — it's missing the storyline that matters specifically to your audience and to your show's format.
15–30 minutes to review the shortlist
- ✓Open the ready briefing
- ✓Check the top-10
- ✓Drop a few unnecessary items
- ✓See storylines that fit your voice and audience
- ✓Make the call on today's show — without sifting through the full stream by hand
- ✓Editorial clarity at the start of the day
The problem isn't a shortage of news. The problem is selection
A feed aggregates the stream. A chat answers a query. A newsroom needs a daily shortlist built around its publishing logic.
Not just a feed
A feed aggregates the stream but doesn't answer your newsroom's core question — what to actually cover today. In B2BC News Lens, material runs through your criteria from the start: which storylines matter for your format, which signals to treat as strong, what to leave in the background.
Not an on-demand chat
A chat is useful when you already know what to ask. In B2BC News Lens, the system runs not on a one-off prompt, but on pre-defined editorial logic: your channel's topics, sources, signals, voice, and audience.
Not a replacement for the editor
Your newsroom still decides what goes into the show. The system doesn't decide what to say on air. It clears the noise before the editorial call is made.
Four settings — and daily curation is up and running
You define the selection rules: where to look, which topics to track, which signals to count as important, and by what logic to surface material. From there, the system applies these rules to the stream every day — without manual queries.
Sources
Which outlets, websites, and other sources to monitor. The system gathers the stream from your configured source set, normalizes material, and runs your selection rules over it.
Topics
Which beats your newsroom covers every day: what your shows are about, what gets discussed at editorial meetings, which storylines need continuous coverage.
Keywords and concepts
Keywords are exact matches and phrasings. Concepts are Wikipedia pages: one concept unites every mention of an entity across languages and wordings.
Lens
A lens is a selection profile tuned to your channel's genre and audience. The system scores the stream against it and surfaces what fits your show. Multiple lenses can run in parallel on the same stream — examples below.
Several editorial lenses can be configured in parallel on the same stream. For multilingual newsrooms — separate selection logic for each language stream.
Where the stream comes from
- —150,000+ sources in a global news media index across 60+ languages
- —For your channel, a working set of relevant sources is assembled from this pool by topic
Better shown than told: one stream — different shortlists
The same news stream turns into different shortlists under different editorial lenses. What the demo shows isn't the interface — it's the selection logic itself.
A lens is a selection profile — a set of rules that tells the system what counts as "important" for your channel. Different channels, different lenses. Four examples:
Lead story
major confirmed facts and decisions
What this changes
long-term trends and cause-and-effect chains
Who is behind it
investigations, documents, specific names
Who is in the frame
stories about specific people and regions
In the demo below, the same stream runs through all four at once — you can see how the top shifts under each.
Editorial lens comparison
The main demo scenario. The same stream is shown side by side through several lenses — you can see how the shortlist shifts with different audiences, voices, and publishing logics.
View lens comparisonMorning briefing
The final working shortlist after selection: stories grouped by the topics of the show, unnecessary items can be removed, important ones can be moved up, and your own URLs added by hand.
View briefingView briefing as a presentationNo sign-up, no contact form.
A working editorial process on a daily cycle
6 months
of daily calibration on a live editorial process
500–700
publications processed on weekdays (up to 2,500 on Monday morning, after the weekend)
30–40
stories make the final selection after ranking
9 topics
tracked in parallel as part of ongoing editorial work
These figures come from continuous daily work on a real user's material.
How the result reaches the editorial workflow
B2BC News Lens doesn't replace the editorial meeting and doesn't write the show for the newsroom. It clears the noise from the stream in advance, so the team starts the day not with hundreds of headlines, but with a shortlist they can review.
Telegram notification
Once the briefing is ready, the bot sends a Telegram notification with a button that opens the ready briefing.
Email signal
When the briefing is ready, a short email with a link to its page goes out — a backup to the Telegram signal in case the bot isn't in view, or when the team needs the notification in a shared inbox.
Web workspace
Personal workspace in the browser: a full report on processed stories, an editable briefing (reorder, remove, add), a presentation view for on-camera readouts, and a lens-comparison view when multiple lenses are configured.
Pricing
First we show how the system curates news to your editorial logic. After that, we discuss the plan.
Lite
$120/mo
For a solo author or a channel with a single main beat.
5,000 publications / mo · 1 lens included
Base
$300/mo
For a small newsroom with a regular morning review.
15,000 publications / mo · 1 lens included
Pro
$550/mo
For daily analysis with a steady stream and a tight agenda.
30,000 publications / mo · 1 lens included
Scale
$1,000/mo
For large editorial teams running several parallel beats.
60,000 publications / mo · 1 lens included
Custom
from $2,000/mo
For large editorial setups: multiple channels, independent teams, several separate editorial workflows, non-standard integrations, high processing volume, or specific access and reporting requirements.
- Every plan includes one base lens and a monthly stream processing volume. Additional lenses and non-standard scenarios are added separately.
- Multilingual output is an add-on and doesn't require a Custom plan: the same shortlist can be delivered in several languages within a standard setup.
If the monthly volume exceeds the included limit, additional publications are billed separately at the plan's rate.
| Тариф | Ставка перерасхода |
|---|---|
| Lite | $2.40 / 100 publications |
| Base | $2.00 / 100 publications |
| Pro | $1.83 / 100 publications |
| Scale | $1.67 / 100 publications |
Who built the system and what it was calibrated on
Andrei Imshenetskii
20+ years in IT development and systems integration.
The system wasn't built as a wrapper around ChatGPT or another AI. Its selection logic was calibrated on real editorial scenarios: across different topics, show formats, audiences, and voice requirements. One of those scenarios has been running in daily operation for more than six months.
Let's run it on your topics
If you want to understand the product logic first — open the demo. If you want to see results on your own topics — let's talk about a short pilot.
1
Short intro call
We go through your topics, your channel's focus and audience, your show's format, and how your newsroom works.
2
Test run
We run the system on your material and check how well the shortlist matches your editorial logic.
3
Pilot in the workflow
If the result fits — we move to a pilot and tune the lens to a production-ready state.
We reply within 24 hours. No drawn-out pre-sales.