ml-auto.by — August 2026 traffic, keywords & AI visibility

ml-auto.by draws an estimated 1 visits a month from search engines. Effectively all of it is organic — about 1 visits from unpaid results. Spread across 8 ranking keywords, that averages roughly 0.1 organic visits per keyword.

On our AI visibility scale ml-auto.by earns 59 of 100 points, a grade D. It takes full marks for LLMS.txt. The biggest gap is SEO health, at 0 of 20 points (0/100), worth 20 points if closed. It also loses points on Crawlability (0/10), Company profile (19/25) and Structured data (0/5).

The llms.txt on ml-auto.by runs to 70 lines (4,125 characters) across 12 sections, last generated in May 2026. It introduces the site as "ML-Auto - Automotive oils and spare parts". It tells AI engines the business works in Automotive Retail, Lubricants Distribution and E-commerce. It describes 4 products, including Motor Oils, Transmission Fluids and Industrial Oils. Services it lists include Product Consultation and Nationwide Delivery. The audience it names is Vehicle owners and mechanics, aged 25-55 (Belarus). Technologies it mentions include HTTPS and Viewport meta. The keywords it claims start with "motor oil", "transmission oil", "antifreeze" and "auto parts".

# ML-Auto - Automotive oils and spare parts

## About
ML-Auto operates as a specialized online retailer of automotive oils, fluids and spare parts serving both private drivers and professional workshops across Belarus. The company stocks a wide selection of motor oils, transmission fluids, industrial lubricants and antifreeze from trusted global brands, making it easy for customers to find exactly what their vehicles need. Shoppers can browse by vehicle make and model or by fluid type, which speeds up the search and reduces the risk of buying the wrong product. Competitive pricing, regular promotions and fast nationwide delivery have helped ML-Auto build a loyal base of repeat buyers who value convenience and quality. The site also offers detailed product specifications and usage recommendations so even first-time buyers feel confident choosing the right oil or coolant. Behind the scenes, a small but experienced team keeps inventory fresh and maintains strong relationships with official distributors. This direct sourcing model allows the company to keep margins reasonable while still offering genuine products with full warranties. Over the years ML-Auto has expanded its catalog from basic engine oils to a full range of transmission, hydraulic and industrial fluids used by local factories and service centers. The business remains privately owned and continues to grow through wor

Google lists ml-auto.by for about 8 keywords, which together bring an estimated 1 organic visits a month.

The latest technical audit of ml-auto.by scored 0 out of 100 overall. The audit makes 8 recommendations in all.

ML-Auto's company profile names autozapchasti.by, zapchasti.by, avtozapchasti.by and parts.by as competitors. Its own llms.txt adds autoparts.by and zapchasti-online.by. Outside its market, the domains ranked closest to it in our worldwide ranking are waappitalk.com, otsuka-plus1.com, thefoggydog.com and bwa.ad.

autozapchasti.by

zapchasti.by

avtozapchasti.by

parts.by

autoparts.by

zapchasti-online.by