A neural network aggregator or a service for SEO articles
An aggregator such as BotHub, GPTunnel, Chad AI or Gerwin gives access to dozens of models from Russia. An article service writes an article and publishes it to your site. Below are the aggregators' prices, where text is cheaper, where a finished article is cheaper, and how to compare on your own site.
Updated · By Bogdan Kolomiets, founder of SEO Writer
Key takeaways
- A neural network aggregator — BotHub, GPTunnel, Chad AI, Gerwin — gives access to ChatGPT, Claude, Gemini and other models from Russia in one window. An article service writes an article and publishes it to your site.
- Plain text is cheaper in an aggregator: by BotHub's own estimate the free 30,000 Caps are enough for 1–2 articles of 1,500–2,000 words, and a 1-million-Caps pack costs ₽250 — ₽4–8 per text.
- An article on a site also needs topic research, structure, images, Title and Description, markup, internal links and publishing. In an aggregator you do all of that yourself, for every article.
- At SEO Writer an article costs ₽43–86 on a plan, with all of that and publishing to WordPress, 1C-Bitrix, InSales or Joomla.
- An aggregator is the better deal if you need few articles or other tasks: images, video, code, translation. A service is better when the blog has to go out regularly. Many people keep both.
Aggregator or article service: the short answer
These are tools for different jobs, so choose by what you need as the output.
| If you need | Use |
|---|---|
| ChatGPT, Claude and Gemini from Russia without a VPN | a neural network aggregator |
| Images, video, voice-over, code, translation in one place | a neural network aggregator |
| A text now and then that you paste into your site yourself | a neural network aggregator |
| A regular flow of blog articles without manual work | an article service: it writes, formats and publishes |
| Blogs for several sites or clients | an article service with an agency workspace |
We build an article service ourselves, so below we say plainly where an aggregator is cheaper and more convenient.
How much neural network aggregators cost
| Aggregator | How you pay | Prices as of 30.10.2026 | Publishing to a site |
|---|---|---|---|
| BotHub | Caps packs that do not expire | 30,000 Caps free; 1M for ₽250, 3M for ₽600, 8.5M for ₽1,500, 35M for ₽5,500; packs are for individuals, companies get Enterprise by arrangement | not advertised |
| GPTunnel | pay per token, no subscription | minimum top-up ₽50; a 5–25% loyalty bonus depending on the total topped up | not advertised |
| Chad AI | a subscription in "sparks" | Mini ₽290, Opti ₽590, Plus ₽1,690 a month; Business from ₽5,000, by invoice or card | not advertised |
| Gerwin | credit packs and a PRO subscription | PRO gives unlimited text generation and 40% off packs; no amounts on the public pages | not advertised |
Prices and terms come from the aggregators' own pages. "Not advertised" means we did not find CMS publishing on the service's pages, not that it certainly does not exist.
The cost of one article in an aggregator depends on the model and the length of the answer. BotHub itself says the free 30,000 Caps are enough for 1–2 articles of 1,500–2,000 words. With a 1-million-Caps pack at ₽250, that is ₽4–8 for an article's text.
Why text is cheaper in an aggregator but an article on a site is not
An aggregator sells a model's answer. For that answer to become a blog article, you then need to:
- write a prompt with the topic, structure, tone and company facts — and repeat it for every article;
- check that the model found fresh facts rather than restating generalities;
- generate images and a cover — separate requests and separate spend in an aggregator;
- write Title and Description, add FAQ and structured data;
- find your own articles on the topic and link to them;
- paste the text into your CMS, lay it out, upload images, pick a category and a publishing time.
An article service does all of this itself, which is why an article there costs more than text in an aggregator. If putting out one article takes you even half an hour of manual work, add that time to the price of the text.
How much an article costs at SEO Writer
| Plan | Per month | Articles | Price per article | Billed annually |
|---|---|---|---|---|
| Starter | ₽1 290 | 15 | ₽86 | ₽61 |
| Pro | ₽2 990 | 50 | ₽60 | ₽43 |
| Agency | ₽9 990 | 150 | ₽67 | ₽47 |
The price of an article covers topic research, text in your brand voice, images in the text (plus a cover on paid plans), Title and Description, key takeaways, FAQ, structured data, internal links to your articles and publishing to your site — as a draft or live, on a schedule.
The free plan includes 3 articles a month. Payment goes through YooKassa: cards including MIR, SBP, YooMoney, SberPay and T-Pay; an invoice for a company is issued by hand on request to support.
When an aggregator beats a service
- You need few articles. If you publish one or two a month and are ready to format them yourself, an aggregator is cheaper.
- You need more than articles. Images, video, voice-over, code, translation, document analysis are an aggregator's job. SEO Writer writes articles for your site and nothing else.
- You want to pick a model for every task. An aggregator offers dozens of models; in a service the service picks the model.
- The text is not for your site. An email, a post, a script or a reply to a client is easier to write in a chat.
Many people use both: an aggregator for one-off tasks and a service for the stream of blog articles, where what matters is that the article lands on the site formatted and on schedule.
How to compare on your own site: 5 steps
Compare not the text but the article already on your site, and the time it took you.
- 1
Pick three blog topics
Preferably ones you were going to publish anyway, so the comparison is on a real task. - 2
Make an article in the aggregator and publish it
With images, Title and Description, links to your own articles. Time it from the prompt to publishing. - 3
Do the same topics in SEO Writer
After sign-up you get 7 days of Pro access without a card. Connect your site with publishing as drafts. - 4
Compare the result on the site
Facts, structure, formatting, meta tags and how many edits each article needed. - 5
Do the monthly math
Multiply the price and your time per article by the number of articles a month, and pick the better deal.
What the service does after the text
An aggregator gives you a model's answer. A service gives you an article already on your site.
Topic research
Facts on the topic before writing; longreads also analyze the top search results.
An article in your brand voice
Voice, style and audience from site settings — no new prompt every time.
Images and meta
Images in the text, a cover on paid plans, Title and Description.
Links and markup
Internal links to your articles, FAQ, FAQPage, HowTo and Article markup.
Publishing
To WordPress, 1C-Bitrix, InSales, Joomla — as a draft or live, on a schedule.
What an article service has that aggregators do not advertise
Who should compare
Those writing articles in an aggregator
The text comes fast, but images, meta tags, links and publishing take manual work every time.
Site owners with a regular blog
Articles have to go out on schedule and already formatted, without copying from a chat into the CMS.
Agencies
Several clients' blogs from one workspace, with article approval before publishing.
A neural network aggregator vs SEO Writer
| Parameter | Neural network aggregator | SEO Writer |
|---|---|---|
| Price of an article's text | ₽4–8 at BotHub | ₽43–86 with all of the below |
| Images, video, code, translation | Articles only | |
| Choosing a model per task | The service picks | |
| Images and a cover in the article | Separate requests | |
| Title, Description, FAQ, markup | By hand | |
| Internal links to your articles | Find them yourself | |
| Scheduled publishing to the site | Not advertised |
What users say
Real results from real people
“I have been running a football blog for over 5 years and always wrote myself or hired authors at 2,000–3,000 rubles per article. I tried SEO Writer sceptically. A month later 23 new articles were indexed, three months later traffic was up 60%. Now I pay for the Starter plan and save about 40,000 ₽ a month on texts. The quality is honestly no worse than a good copywriter, the structure is correct and logical.”
“Content was always the bottleneck — we take on clients quickly, but finding authors for each project takes long. SEO Writer solved this completely. We set up 8 sites, each publishing 3–4 articles a week. We especially value native support for Bitrix and InSales, since half of our clients use them. No Western tool can do that.”
“Our store runs on InSales with lots of products, and the blog stood empty for three years. We connected SEO Writer and published 27 articles for informational queries in two months. Now about 30% of new customers come from organic search, while before we relied only on paid ads. I like that articles add internal links to our products and categories by themselves — nothing to do by hand.”
“Your service is great, and the support is mind-blowing — thank you!”
Frequently Asked Questions
What is a neural network aggregator?
A service that gives access to several models — ChatGPT, Claude, Gemini, image and video generators — in one window with payment in rubles. In Russia these include BotHub, GPTunnel, Chad AI and Gerwin.
Why use an article service if I already have BotHub or GPTunnel?
An aggregator gives you text, and you turn it into an article yourself: images, meta tags, markup, links and publishing. A service does that itself and on a schedule. With many articles a month, the time saved is worth more than the price difference.
Which is cheaper — an aggregator or SEO Writer?
Text is cheaper in an aggregator: by BotHub's estimate a 1,500–2,000-word article costs ₽4–8 there with the ₽250 pack. A finished article on your site at SEO Writer costs ₽43–86 — with the images, meta tags, markup and publishing you do by hand in an aggregator.
Do aggregators publish articles to a site?
On the BotHub, GPTunnel, Chad AI and Gerwin pages we checked on 30.10.2026, CMS publishing is not advertised. GPTunnel and BotHub have an API you can build your own publishing on, but that is a developer's job.
When should I stick with an aggregator?
If you publish one or two articles a month and are ready to format them yourself, if you need images, video, code or translation, or if the text is not for your site. Many people keep both an aggregator and an article service.
Can I try SEO Writer for free?
Yes. After sign-up you get 7 days of Pro access without a card, then the free plan with 3 articles a month. That is enough to compare with an aggregator on your own topics.
Pricing
Start free, scale as you grow
Free
- 3 articles/month
- 1 site
- System API keys
- Topic research: 1 runs/month
- Article editor with version history
Starter
1 290 ₽ · billed in RUB
- 15 articles/month
- 2 sites
- System API keys
- Topic research: 4 runs/month
- Article editor with version history
- Custom API keys
- Scheduler
- Yandex Webmaster in the dashboard
- “Write a section”: 30 a month
- “Improve the article” from Webmaster queries
- Article rewrite for external platforms
- Cover generation
Pro
2 990 ₽ · billed in RUB
- 50 articles/month
- 5 sites
- System API keys
- Topic research: 10 runs/month
- Article editor with version history
- Custom API keys
- Scheduler
- Yandex Webmaster in the dashboard
- “Write a section”: 100 a month
- “Improve the article” from Webmaster queries
- Article rewrite for external platforms
- Cover generation
Agency
9 990 ₽ · billed in RUB
- 150 articles/month
- 20 sites
- System API keys
- Topic research: 30 runs/month
- Article editor with version history
- Custom API keys
- Scheduler
- Yandex Webmaster in the dashboard
- “Write a section”: 300 a month
- “Improve the article” from Webmaster queries
- Article rewrite for external platforms
- Cover generation
- API access (coming soon)
- Priority support
Secure payment via YooKassa · No auto-renewal · 30 days access
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