What text analysis tools actually measure
Many checkers grew out of Russian-language SEO, which is why you meet terms like "water" and "nausea". Water is the share of words that carry little meaning: filler, transitions, generic phrases. Nausea, or density, shows how often single words or your keyword repeat. Uniqueness shows how far the text differs from other pages online.
These are rough estimates. Search engines do not publish a target for any of them, and two tools can give different numbers for the same text. Treat a score as a prompt to reread a paragraph, not as a goal to hit at any cost.
How to read each score
Look at what sits behind the number before changing anything.
- Water: a figure far above similar pages may mean padding. But removing every connector makes copy choppy and lifeless.
- Repetition: check which word leads. A topic term like "air conditioner" on an air conditioner page is natural. A commercial phrase pasted into every paragraph is stuffing.
- Keyword density: it used to be tuned to a magic percentage. Search engines now understand synonyms and context, so density is only useful for spotting obvious overuse.
- Uniqueness: it protects you from copied text, but a page reworded with synonyms can score high and still say nothing new.
What SEO text analysis cannot check
The most important things never show up in the numbers. A page ranks because it solves the visitor's problem, not because its water ratio fell inside a range. No checker will tell you:
- whether the text answers the question the visitor arrived with
- whether prices, addresses and terms are correct
- whether the topic is covered as fully as on competing pages
- whether a newcomer to the subject can follow it
- whether it offers anything other sites do not
- whether it leads to an action: a call, a request, a Telegram message
Compare with pages that already rank
The most practical form of SEO text analysis is comparing your page with those already in the top results. Open the first several pages for your main query, write down their headings and subtopics, and mark what appears almost everywhere. Then check what your page lacks. This is how missing sections surface: payment via Click or Payme, delivery or turnaround, warranty, common questions.
Some tools collect terms from the leaders automatically. Use them with judgment: do not paste in every word on the list, take only what describes an important part of the topic. Also note what competitors lack and you have, such as your own experience, real examples and clear steps. That is your edge.
Example: a dental page in Tashkent
Imagine a clinic's "Cavity treatment" page. The tool flags a high repetition score for the word "tooth". For this topic that is natural, so there is nothing to rewrite.
But a phrase like "affordable cavity treatment in Tashkent" in every paragraph is genuine stuffing, and readers notice it. Keep it in the title and in one place in the body, and write the rest in plain language: "we treat cavities at an early stage", "how the filling material is chosen", "what to do if a tooth reacts to cold". The page also picks up useful subtopics it may have been missing.
How to brief a writer and accept the text
Common client mistakes: demanding a specific water percentage, approving a text on uniqueness alone without reading it, asking for an exact-match keyword a fixed number of times, and running several tools and arguing about the differences. Give clear rules instead:
- the main question is answered at the top of the page
- all required subtopics are covered
- no idea is repeated in different words
- the main query is in the title, H1 and intro, while other wording sounds natural
- facts, prices and contacts are verified
- the ending makes the next step clear
A sensible review order, and where to get help
Start by reading the text aloud, because repetition and filler are easy to hear. Then compare its structure with the search results, check spelling, and look at the page through a customer's eyes. Open the tool last, to catch gross errors such as copied passages and obvious overuse of a keyword.
Text review is only one part of page work, alongside structure, queries, headings and internal links. If the copy on your website is not bringing customers from search, the markdev team can review your pages as part of SEO optimisation in Uzbekistan, compare them with the results and suggest what to fix. Tell us about your task and we will discuss where to begin.
FAQ
What water ratio is considered normal?
There is no single norm. Tools calculate it differently and search engines do not publish target values. Compare with similar pages and focus on readability: if there are no empty phrases or repeats, the number is secondary.
Is checking uniqueness enough?
No. Uniqueness only protects against copying. A text reworded with synonyms can be unique and still fail to answer the customer's question or cover the topic.
How many times should a keyword appear in the text?
There is no exact number. Put the main query in the title, H1 and intro, then write naturally, using synonyms and related wording.
Why do different tools give different numbers for the same text?
Each tool uses its own algorithm and stop-word list. Use the numbers as a rough filter, not as a precise measure of quality.
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