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@ledi_auto: statistics and cleanliness index

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Сообщество автолюбительниц! У нас можно залипнуть! По рекламе: @VSOB63 Если не отвечаю: @serejka63 Биржа: https://telega.in/c/ledi_auto

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Grade A metrics look normal cleanliness index
data from 2026-10-23
Subscribers
255,248
Median views
10,517
ERR
4.1%
Posts sampled
40
Niche Cars & Other Vehicles
Post language Russian
Channel age 2 years

Data from 2026-10-23 — 15 days old.

Assessment summary

“AvtoLedi” is a short-video channel about cars: humor, parking life hacks, road situations, and news such as a flying Roadster or a Chinese copy of a Rolls-Royce for 160 thousand. There are about 3.6 posts per day, and almost all of them go out in the first half of the day, so an ad stays in the visible part of the feed for only a short time.

Actual reach is far lower than the subscriber count: a post is seen by about 4% of the base — lower than for most similar channels in the catalog, and this is also cited as the reason for the “disputed” mark on the placement. At the same time, ad posts get almost as many views as regular ones (median 10,495 vs. 10,768 views), so it makes more sense to calculate the price from a reach of around 10 thousand views rather than from 255 thousand subscribers. One of the giveaways with a subscription requirement took place here in January 2025 — part of the base may have come for the prize.

About the channel

“AvtoLedi” is a channel about cars for female car enthusiasts and anyone who loves car humor: short videos with a one-line caption, in Russian; the channel is almost three years old. The format is almost entirely video (92% of posts), with little text in posts.

In the catalog it sits next to @auto_instruktor, @reid_gibdd, and @porscheenthusiast. By subscribers it is smaller than @auto_instruktor (255 thousand vs. 437 thousand), but a larger share of subscribers sees a post here than there: ERR 4.1% vs. 1.8%. @reid_gibdd has a higher share — 11.6% — even though the channel itself is several times smaller.

What it publishes:

  • Humor: compilations like “after the presentation of the new Tesla, Elon Musk admired the Niva.”
  • Road situations: “lucky, so lucky,” a racing Lada, and skids on video.
  • Useful tips: how to park and how to behave during a skid.
  • Car news: Tesla Roadster, a Chinese mini-copy of a Rolls-Royce for 160 thousand, queues at gas stations in Bali.

They post mainly in the morning and afternoon, on weekdays, about 3.6 posts per day. There are no forwards from other channels. The feed is short videos with almost no text, rare native ads, and no forwards.

By subscribers, it ranks #3 of 69 channels in the Cars & Other Vehicles niche of the catalog.

What to pay attention to

Posts go out at “round” times (80%)

Most publications fall on round minutes — a sign of automatic scheduled posting. A weak signal on its own.

What grade A means

Metrics look normal: no signals lowering the index were found, or they are weak.

Channel content

📣 Heavy advertising load

The feed contains native advertising: the same text about a bot that “will create a song” is repeated in two posts, plus an energy drink banner marked “Advertising”.

Compared with similar channels

Compared with 9 Cars & Other Vehicles catalog channels whose metrics look normal. They are a similar size: 90,375 to 471,173 subscribers.

ERR (reach) at the median
@ledi_auto 4.1%
similar channels median 4.1%
Reactions per 100 views higher than 8 of 8
@ledi_auto 1.04
similar channels median 0.46

This is not a niche norm: only catalog channels are included. A high ERR is not always a plus: if the other metrics do not support it, the index goes down.

Dynamics and anomalies

Scroll horizontally to see the full charts.

Views by post

The latest 40 posts with views, from Oct 12 to Oct 23. The dashed line is the median (10,517).

06.4K13KOct 12: 10,771 viewsOct 12: 10,766 viewsOct 12: 10,234 viewsOct 12: 10,495 viewsOct 12: 10,925 viewsOct 13: 10,540 viewsOct 13: 10,725 viewsOct 13: 12,871 viewsOct 13: 12,472 viewsOct 14: 10,701 viewsOct 14: 10,469 viewsOct 14: 9,929 viewsOct 14: 10,633 viewsOct 14: 10,952 viewsOct 15: 11,009 viewsOct 15: 11,423 viewsOct 15: 11,613 viewsOct 15: 11,757 viewsOct 16: 12,058 viewsOct 16: 11,534 viewsOct 17: 11,242 viewsOct 17: 11,383 viewsOct 18: 10,937 viewsOct 18: 9,905 viewsOct 18: 10,772 viewsOct 19: 9,645 viewsOct 19: 9,161 viewsOct 19: 9,050 viewsOct 19: 8,554 viewsOct 20: 8,178 viewsOct 20: 8,077 viewsOct 20: 8,451 viewsOct 21: 7,801 viewsOct 21: 7,221 viewsOct 21: 7,112 viewsOct 21: 7,242 viewsOct 22: 6,560 viewsOct 22: 6,515 viewsOct 22: 5,875 viewsOct 23: 3,049 views Oct 12Oct 23
  • post views
  • 2 posts newer than one day and still gaining views
  • median 10,517

Maximum: 12,871 views. Data as of Oct 23.

No deviations in views. Views are only part of the metrics, so look at the whole index.

Cleanliness-index history

The channel's data has been collected once — the chart will appear after the next update.

Advertising outlook

Advertising placement: questionable.

Only a small share of subscribers sees the posts.

About 6,038–6,985 people will see your post in the first 48 hours.

Reach of advertising posts

Advertising posts have a median of 10,495 views versus 10,768 for regular posts — 3% lower.

Based on 3 advertising and 30 regular posts older than two days.

Without an ad label: 2 posts.

Buy advertising

Telegram ads are sold on these marketplaces — they have channel catalogs, prices, and checkout.

We don't sell ads. This channel may not be listed there.

Where to buy advertising

Affiliate links: we get a commission. It never affects the channel's score.

Questions about @ledi_auto

Is this channel clean? What does the purity index show?

The purity index is 86 out of 100, grade A, level “metrics within normal range.” This means that no serious deviations were found in the checked metrics.

How many people see a post in @ledi_auto?

The median views are about 10.5 thousand with 255 thousand subscribers, that is, roughly 4.1% of the base. A small share of subscribers sees a post.

Can ads be placed here?

The placement is marked as “disputed”: the reason is that a small share of subscribers sees posts. Ad posts get almost as many views as regular ones: median 10,495 vs. 10,768.

How the assessment was produced

Data source
Public Telegram data: posts, views, reactions, and channel metadata.
Date or snapshot
2026-10-23
Sample
The latest 40 public posts available at check time.
Calculation method
TG Inspector calculates metrics from the saved snapshot and combines independent signals into a deterministic 0–100 cleanliness index.
Factual result
The @ledi_auto assessment dated 2026-10-23 uses 40 recent public posts. At that snapshot the channel had 255,248 subscribers, median post views were 10,517, ERR was 4.1%, and the cleanliness index was 86/100.
Limitations
This is a probabilistic assessment based on public data: it describes metrics, not the owner's actions, and is not a real-time measurement.

Full methodology and interpretation rules

This automated assessment is probabilistic: it describes the channel's public metrics, not its owner's actions. The index and grade are calculated from public data and are not changed on request. Channel owners can request removal of the page — t.me/obsessed_with_ai.