Telegram Buyer Search

Telegram scrapers give you messages. TGDen gives you people already asking to buy.

TGDen — Telegram Intelligence finds dated requests to buy, rent or hire across monitored public Telegram groups. Read the English need, check the original, then open the source.

Proof snapshot · 23 October 2026: Vietnam housing demand contained 1,011 unique request texts across 122 source groups in 30 days (Demand Map snapshot at 14:50 UTC). These are classified request texts, not unique people or completed purchases. The five genuine rental requests below were read back from production. No Telegram login is needed.

Five real buyer requests

English need	Original request	Geo	Posted	Telegram
Looking to rent a place starting 29 Oct for at least 3 months for a couple, budget up to 15,000 RUB per month.	здравствуйте подскажите где можно переснять жилье с 29.10 планируем на долгий срок от 3-х мес семейная пара до 15000 руб в мес	VN	2026-10-23 12:59:13 UTC	source
Looking to rent an apartment with a kitchen in Nha Trang, budget up to 10 million, for 2 months.	Сниму квартиру с кухней, Нячанг, до 10 млн, срок 2 месяца	VN	2026-10-23 11:59:57 UTC	source
Looking to rent an apartment in Nha Trang for 60 days.	Сниму квартиру в нячанге на 60 дней	VN	2026-10-23 10:25:16 UTC	source
Looking to rent an apartment for one month in central Nha Trang.	Девочки всем привет, подскажите 🙏 Есть ли вариант снять квартиру на месяц? В центре нячанга Может кто-то что-то знает?	VN	2026-10-23 09:09:08 UTC	source
Looking for a one‑room or studio apartment for a young couple without children or pets, move‑in date 25 Oct 2026.	Всем привет. Ищем однушку или студию. Молодая пара без детей и животных. С 25.10.2026 можем заехать	VN	2026-10-23 04:40:58 UTC	source

Country is a classifier label; a city may be mentioned in the text or the source group. These are real source messages, not invented examples. English summaries are optional AI enrichment: the original remains available if enrichment is still pending.

Run this example

Open the ready Nha Trang apartment search →

See the completed public example: 10 real requests →

Owner-account acceptance run on 23 October 2026; this is a product sample, not a customer or payment claim.

The example opens with category, country and local city spellings filled in. Review its maximum charge, start it, then open the dataset. Or use the same input:

{
  "categories": ["realty"],
  "countries": ["vn"],
  "mustInclude": ["Nha Trang", "Нячанг"],
  "days": 3,
  "maxResultsPerQuery": 10
}

The default table starts with English need → original text → country → age in minutes → posted time → source link → why matched. whyMatched names the classification and applied filters; a semantic score is similarity, not a conversion probability. requestEnStatus=pending means the separate translator will catch up; saving and finding the original does not wait for it.

Cost

$0.005 per run start + $0.008 per buyer request delivered. With the 256 MB memory limit there is one start event. Ten billable results cost about $0.085 in Actor fees. Zero matches incur only the start fee. Prices and any platform charges shown by Apify at launch are authoritative.

Set Maximum charge per run before starting (default $0.50). Delivery stops when the remaining budget cannot pay for another result; duplicate results are not billed twice in a run. Apify free-plan accounts receive at most 50 billable results per run. The amount of data in a snapshot may be larger than your budget permits.

Discover a market first

Demand Map is a separate starting point: compare where demand exists, then open a TGDen Buyer Search preview for the selected market, with a ready input for this Actor. Use Buyer Search when you already know what you sell.

Technical notes and limits

Only classified public requests are returned. Direct intent is the default; add soft, latent or hiring deliberately. Sellers, obvious spam and normalized duplicate texts are filtered, but classification is fallible. Read each original before acting. Semantic search alone does not enforce a city: use mustInclude and local spellings. Matches can use the group name as location context.

Coverage is partial. The chosen 1–30 day window uses the original postedAt; ingestion is not instantaneous. English needs are independently cached and retried; a missing translation never deletes or delays the original. A changed full source cannot reuse a stale summary, even if its displayed excerpt stays the same. The text excerpt is capped at 1,000 characters; originalTruncated flags longer sources. English enrichment reads the masked full captured source (up to 8,000 characters). Translation may omit nuance, and the linked original is authoritative.

The dataset contains delivered rows. OUTPUT records counts, source timings and explicit results, valid_zero_result, limited or incomplete. A failed source fails the run instead of becoming a successful empty result. This tool reads public catalog data and does not contact anyone.

API and scheduled runs

Use the same JSON input with the public Actor API. Keep your Apify token in an environment variable.

curl -X POST \
  -H "Authorization: Bearer $APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  --data @input.json \
  "https://api.apify.com/v2/acts/telegrambest~telegram-lead-finder/run-sync-get-dataset-items?memory=256&timeout=180&maxTotalChargeUsd=0.50"

For longer runs use Apify's asynchronous run endpoint and fetch the dataset after completion. Where available, onlyNew=true remembers delivered items for this Actor and your account so scheduled searches skip them. Keep it off when you want a full repeatable snapshot.

The family

Buyer Search · Groups · Similar Groups · Channels · Bots · Username Checker · Marketplace Ads · Prices · Demand Map

Questions or a bad result? Open an issue on this Actor and include the run link and expected behavior. Never post tokens or Telegram sessions.