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SAPIR 861Studio
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Your bot answers customers while you're busy

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Studio 861 · Israel

Your bot answers customers while you're busy

WhatsApp or Telegram. Live in 10 days. Answers at night, books clients, never mixes up prices.

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01 · What we do

Clients message you at night. The bot replies and books them.

For: clinics and practices, salons and barbershops, studios, tutors, real-estate agencies, lawyers, repairs and delivery.

01
A WhatsApp assistant that replies and books
WhatsApp has more than two billion users worldwide, followed by Telegram, Instagram and Messenger — and every country has its favourite. So we start from the channel your customers already use, in any country, not the one that is easier for a developer. We work in your customers' language.
from $950time: 1–2 weeks
What's included
  • A read of one month of your messages: which questions repeat and how much time they eat.
  • A bot on the WhatsApp Business API — or on Telegram, Instagram or Messenger: wherever your customers are.
  • Booking, catalogue, prices, answers to repeated questions, handover to a human when needed.
  • A link to what you already run: calendar, spreadsheet, CRM, till.
  • Handover: your accounts, your code, an hour of training, 30 days of support.
what you getA channel that answers at night, on Shabbat and on holidays, never loses a request and reminds people of their appointment. Support $25–80 a month.

Open the example →

02
A Telegram channel that runs itself
The channel posts on schedule, draws its own images in your brand colours, runs polls and quizzes and never repeats itself. You don't write every day — once a week you look at what went out and edit if you like.
$1,300 setup · $140 / monthtime: 2 weeks
What's included
  • A rubric plan for your business: product or service of the day, an FAQ answer, a tip, a client review, an offer, a poll — 3 to 5 posts a day.
  • Images are generated automatically: your logo, colours and fonts, the right sizes for the channel, stories and WhatsApp.
  • Posts are built from your data: price list, catalogue, schedule, reviews, FAQ. Nothing is made up.
  • Polls, quizzes and giveaways by weekday, so subscribers answer instead of just reading.
  • Safeguards: no post goes out twice; quiet on Shabbat and holidays; preview any day in advance.
  • A button under every post leads to the bot or to booking; a weekly summary tells you what went out and what worked.
  • Handover: the accounts are yours, you can edit the rubric texts yourself, one hour of training, 30 days of support.
what you getA living channel without daily work: 3–5 posts a day with images, polls and giveaways, all in your style. Support $140 a month: new rubrics, seasonal offers, holidays.

Open the example →

03
Proof Kit — website trust and a leash for AI
A registry of what you claim, with evidence; a check of every chatbot answer before the customer sees it (wrong price, “we guarantee”, refuted claims are blocked); llms.txt for ChatGPT; a “Found a mistake?” button; a signed log and a snapshot for any date.
$49 · $99 · done-for-you from $249time: 10 minutes, or 1 day done-for-you
What's included
  • A “What we claim” page: verified / claimed / refuted
  • A “Found a mistake?” button and a trust badge on any site
  • Telegram Accept / Reject buttons, emails to authors
  • A signed snapshot by date — evidence in a dispute
  • No-code admin, 3 languages, free Cloudflare plan
what you getVisitors see evidence, mistakes are found and fixed in public, and you own a signed history of every claim.

Open the example →

gogeotravel.ge

Work · Jump between our sites

Measured from your device: measuring…

Studio 861 · who we build for

A website that works for you, not for a site builder

Tours and guides →Clinics and doctors →Salons and stylists →Trades and repairs →All fields
01 · Work

Projects
that are live

Not mockups — working sites. Open any of them: they are online right now.

01

GoGeoSmall-group travel across Georgia

In progress · 2026
gogeotravel.ge
ClientTours in Georgia
BriefBrand and website from scratch
Languagesქართ · עב · RU · EN
PlatformCloudflare
4languages, including right-to-left Hebrew and Georgian with its own fonts
0.2 sto first byte, by our own measurement
59 KBhome page weight without video — loads even on a weak connection
gogeotravel.ge ↗
02

SAPIR 861Gematria platform: name reading, PDF books, bot

Live
sapir861.com
TypeOur own product
BriefPlatform, PDF, bot, API
Languages8 languages
PlatformCloudflare
9,334pages indexed by Google
7,879cases in an open dataset for testing AI
6languages in automated PDF books
sapir861.com ↗
02 · Services

What we do

The price is fixed in writing before we start. If the result doesn't suit you, there's no bill.

Website

7 days

Business card site, landing page or company site. We write the copy, pick the photos and set up the domain.

  • Design for your brand, not a template
  • Phone, tablet, desktop
  • Hebrew, Russian, English and more
  • Hosting on Cloudflare — ₪0 a month
from ₪3,500 · $1,125per language +₪1,000 · $320

WhatsApp bot

1–2 weeks

Answers at night and on Shabbat, books clients, never mixes up prices. Every reply is checked against your price list before it goes out.

  • WhatsApp, Telegram, Instagram
  • Booking, catalogue, FAQ
  • Connects to calendar, spreadsheet, CRM
  • Hand-off to a real person
from $950 · ₪2,950support $25–80 · ₪80–250/mo

Telegram channel on autopilot

2 weeks

3–5 posts a day with images in your colours, polls, giveaways. You review the results once a week.

  • Posts built from your data, nothing made up
  • Quiet on Shabbat and holidays
  • Bot button or booking under every post
$1,300 · ₪4,050+ $140 · ₪435/mo

Logo and brand

with a site

Mark, fonts, colours — as we did for GoGeo. Several options to choose from, final files for web, social and print.

  • Light and dark versions
  • Social media avatars
on requestbundled with a site

Social media ads and videos

every week

So people find you on Instagram, TikTok, YouTube and Pinterest. Short videos and posts in your style, covers, captions, scheduled publishing — the way we run SAPIR 861's own channels.

  • Reels, Shorts, TikTok — script, voice, editing
  • Covers and captions in Hebrew, Russian, English
  • We schedule and publish for you
  • Ad setup and a report on what worked
from ₪2,900/mo · $9308 videos · setup ₪1,900

Get found by AI

ChatGPT · Gemini · Perplexity

Customers increasingly ask ChatGPT instead of Google: “a good specialist near me”. We make sure AI knows you, names you and doesn't invent your prices or address.

  • An official list of facts about you for AI (llms.txt, claims.json)
  • Site pages that AI reads and quotes
  • Every week we ask ChatGPT, Gemini and Perplexity about you and send a report
  • Errors come with a ready correction letter
₪2,900 setup · $930+ ₪690/mo · details →
03 · Why us

A website that
belongs to you

Most small-business sites are rented from a site builder. We do it differently.

Speed
Served close to your client

Your site is served from the nearest of Cloudflare's 330+ cities. A client in Tel Aviv and one in New York wait equally little.

Ownership
The code and access are yours

We hand over the domain, accounts and source code. If you move to another developer, you take everything in a day.

Security
HTTPS and attack protection from day one

Encryption and DDoS protection come with the Cloudflare network by default, at no extra cost.

Languages
Hebrew is not a mirrored site

The whole layout is built right-to-left: menus, forms, arrows. Georgian and Hebrew get their own fonts.

Copy
We write it

You don't need to prepare anything. A fifteen-minute call, and we write the copy, pick photos and show you a draft.

AI
AI that doesn't lie to your clients

Our bots check every reply against your data before sending: a wrong price or an extra promise never reaches the client.

Site builder (Wix etc.)Typical studioStudio 861
Hosting feeevery monthevery month₪0 for a business site
Who owns the sitethe platformper contractyou: code, domain, access
Copyyou write itusually extraincluded
Right-to-left Hebrewpartlydepends on the studiofull layout and fonts
Business site timelineas long as it takes youusually 3–6 weeks7 days

Studio videos

Short videos from our channel. Tap to play.

02 · How the work goes

How we work

An answer within one working day. The first conversation is free.

Step 01

A 40-minute conversation: what the system is, where it hurts, what counts as success.

Step 02

A written proposal with a fixed price and date. If it is a no, we part ways and there is no invoice.

Step 03

Work in short steps, with something to see every week.

Step 04

Handover: code, documentation, an hour with your team.

One-day review — $970

You send a one-month chat export and your price list. Within one working day you get a written report: your 20 most common questions and their share, how many requests came at night or on weekends and went unanswered, how many hours a week go into identical replies, what a bot can take on right away and what should stay with a person, and a plan with a fixed price. Order the bot within 30 days and the $970 is credited.

A bot in 10 days

Booking, prices, answers to common questions, handover to a person — in the messenger your customers already use. Before launch you test it on your own questions.

Support — $30–80 a month

We adjust answers, add services and send a monthly summary: how many questions the bot closed and which it passed to you.

03 · For those who build AI

For those who build AI

If your product has a model inside — three layers that already run on sapir861.com: an MCP server, a model-evaluation set, answer provenance. Prices in euros: the buyers of this work are in Europe and the US.

04
An MCP server for your API
Your data and functions become tools that Claude, ChatGPT, Gemini and any agent call directly — without a separate integration for each.
$6,500time: 2–3 weeks
What's included
  • A review of your API and the choice of tools: what to expose to a model and what not to.
  • An MCP server over JSON-RPC 2.0, with tool descriptions written the way a model reads them correctly.
  • Machine-readable refusal rules: what the system will not say about a person, about the future, and about what is not in the data.
  • Deployment on your infrastructure or at the edge, rate limiting, documentation.
  • 30 days of support after launch.
what you getAn address that connects in any AI client in one minute, and a document that tells your team how to extend it.

Open the example →

05
Model evaluation: a set and a report
You learn where exactly your model fails in your domain — not by general benchmarks but on your data. And you may publish it.
$4,850time: 2 weeks
What's included
  • A set of 300–500 cases in your domain, with error types measured separately.
  • A fifth of the set stays held back: a public score can be tuned, a held-out one cannot.
  • A run in two arms: the model alone, and the same model with your data or tools.
  • A report with the method, the table and an honest list of limits.
  • The right to publish the result, including an uncomfortable one.
what you getA number you can show a board and a regulator, and a set you will keep measuring yourself against.

Open the example →

06
A provenance and transparency layer
From 2 August 2026 European rules require machine-readable marking of AI-generated content and clear disclosure to people. We build that layer as an instrument, not as a formality.
$9,750time: 3–4 weeks
What's included
  • A provenance record under every answer: a hash of its content and the exact call that reproduces it.
  • Machine-readable marking of synthetic content and disclosure of AI interaction.
  • A human-facing disclosure page — accessible, in your languages, not buried in the terms.
  • Refusal rules in code and in machine-readable form for the caller.
  • A document for your lawyer: what is covered and what remains yours.
what you getA provable chain from an answer to its source — what a regulator asks for and almost nobody has.

Open the example →

One-day review — $970

If you are not sure where to start. In: a chat export and your price list. Out, within one working day: a report with numbers from your own requests and a plan with a fixed price and deadline. If you decide not to continue, the report is yours. If you continue within 30 days, the amount is credited to the project.

04 · The only case study is our own

The only case study is our own

sapir861.com: an 8-language engine, 9,334 pages in Google's index, a Telegram bot, an API, an MCP server, the open 861-Bench set of 7,879 cases, data on Zenodo with a DOI. Everything we offer you, we built for ourselves first.

8languages in the engine
9,334pages in Google's index
7,879cases in the open benchmark
DOIdata with a DOI on Zenodo

No client case studies yet. The first two clients get cost price in exchange for a review and the right to show the work.

05

Why we can be trusted

  1. Everything listed was built by us for our own platform and runs publicly: an MCP server, an open benchmark with a held-out part, provenance records with a DOI, and a published negative result about our own central number.
  2. We publish what weakens us. A team that does that will not hide problems in your system.
  3. Accessibility verified by tool: twelve pages, zero WCAG 2.1 AA violations.

06

What we do not take on

  • Template websites and landing pages.
  • Systems that assess people or promise knowledge of the future.
  • Work without access to the data and without the right to tell the client the result is negative.

07 · The questions people ask first

The questions people ask first

Will the bot say nonsense?

It answers only from your texts. Anything outside them goes to you. You see the log of such questions.

Will clients know it's a bot?

Yes, it introduces itself. People are fine writing to a bot that books fast and doesn't argue.

I already have a CRM and a calendar.

We connect to what you have. Nothing in your routine changes.

Who owns the bot?

You: the code, the number, the accounts. You can leave any day.

What does it cost per month?

The messenger charges for messages (WhatsApp — Meta's rates); our support is $25–80.

Hebrew, Russian, Arabic, English?

Any language your clients write in, in one bot.

08 · Write to us

Write and get a proposal

An answer within one working day. The first conversation is free.

Israel · we work with clients worldwide · sapir861.com · עוסק פטור 347429292 · invoice without VAT
Prices are a starting point. The final one depends on the volume of data and deployment requirements; it is named in the written proposal and does not change afterwards.