How to Use SERP Data to Understand Competitors and Brand Performance

Alongside surveys, sales data, and industry reports, Google search results provide a steady stream of public information: which websites appear for a topic, which pages rank near the top, and how results differ across countries.

This information is often called SERP Web Data. It comes from search results pages and includes rankings, titles, snippets, URLs, domains, and selected SERP features. It helps teams understand competitor and brand visibility in search, but it does not directly represent market size, sales, or purchase intent.

What Is SERP Web Data?

SERP is short for search engine results page. SERP Web Data is the public information collected from those pages and compared by keyword, country, language, device, and time.

For example, a search for “project management software” can show which product pages enter the top 10, which websites appear repeatedly, and whether the results are different in the United States and the United Kingdom.

This data answers “what appears in search results,” not “what is happening across the entire market.” Market size and user behavior require additional sources such as surveys, website analytics, and business data.

What Competitor and Brand Changes Can You Track?

Competitors Appearing in Search Results

Start with a keyword set related to the product category, features, and purchase intent. Then count how often different domains appear in the top 10 or top 20.

For example, when a competitor enters the top 10 for several commercial keywords in the United Kingdom for the first time, it is gaining search visibility in that market. Check whether those results are product pages, pricing pages, tools, or tutorials, then review the competitor’s content angle and page positioning.

A single ranking increase does not always indicate a long-term change. When the same page moves up across several checks, or the same domain appears for more related UK keywords, it deserves a place in the competitor report. The next step is to review which pages it added and which keywords those pages cover.

Brand Performance Across Markets

The same brand may have different search results across countries, languages, and devices. Strong performance on US desktop does not guarantee the same result on UK mobile.

Keep each market separate during comparison. For example, save results for US English, UK English, and Canadian English separately. Then check whether the brand website enters the top 10 for target keywords, which keyword groups mention the brand, and whether brand pages, knowledge panels, or other SERP features appear.

Do not combine rankings from different markets into one average number. That can hide a ranking drop in one country, a disappearing brand page, or a competitor entering the top 10. If the brand website ranks lower in the UK across several target keywords or does not enter the top 10, compare the ranking pages, content types, and competitor lists in both markets.

Content Topics and Page Direction

The types of pages near the top of search results can also support market research. If more product pages are ranking, the results may be leaning toward commercial content. If tutorials, reviews, and comparison articles dominate, the research may need to focus on educational content or third-party opinions.

Use the URL, page title, and snippet to make an initial classification, then open the page to confirm whether the competition mainly comes from product pages or from tutorials, reviews, and comparison articles. A title or snippet alone cannot prove that a content angle drives conversions.

From Search Results to a Research Report

Suppose a SaaS product is preparing to enter the UK market. The research team wants to understand the main competitors in UK search results and the brand website’s performance for relevant keywords. The workflow can follow these steps.

First, build keyword groups. Group keywords into product category terms, feature terms, commercial-intent terms, and brand terms, such as “project management software,” “team task management tool,” and the brand name.

Second, set the country, language, and device for each keyword group. Query US English and UK English separately, and save desktop and mobile results separately.

Third, collect search results regularly and save rankings, titles, snippets, URLs, domains, and collection times. The first collection creates a baseline; later collections show new competitors, ranking changes, and page changes.

Fourth, compare UK results with US results. Check which competitors appear only in the UK, which pages rank higher in the UK, and whether the brand website appears for the target keywords.

Fifth, turn notable changes into research leads. For example, if a competitor enters the top 10 for several UK commercial keywords and the ranking pages are product or pricing pages, add it to the priority competitor list and review its content coverage and market positioning.

To include this type of search data in ongoing research, start by testing TalorData SERP API with a core set of UK keywords. Once the returned data meets the research requirements, expand to more countries, languages, devices, and competitors.

What Market Research Data Should You Save?

To compare search results over time, save at least the following information:

For the UK market, save the URL each time a competitor appears, along with its domain and ranking. This shows whether the same page keeps ranking or different pages appear in rotation. A SERP API provides the current result; long-term trends come from comparing multiple collections.

How to Avoid Misreading SERP Data

A single query only describes search results at one point in time. To identify a trend, collect results several times using the same keyword, market, language, and device. Treat a one-time change as something to watch; add it to a research report after the same direction appears repeatedly.

If the target domain is missing from the top 100 results, mark it as “outside the top 100.” Expand the collection range when you need its specific ranking.

API request failures, empty responses, and a missing target page require different handling. Check the query settings and request status before collecting again. If the request succeeds but the page is still missing, expand the collection range or check whether the target URL is configured correctly.

After a ranking change, review the corresponding URL and the live search results page. To assess traffic, validate the change with GSC, GA4, or other business data.

Long-term request volume depends on the number of keywords, markets, devices, and collection frequency. Review SERP API pricing when planning the scope, then decide whether each keyword group should be collected daily, weekly, or around a campaign.

FAQ

What Is SERP Web Data?

SERP Web Data is public information collected from search results pages, including rankings, titles, snippets, URLs, domains, and selected SERP features. It helps monitor search visibility and competition, but it is not a complete source of market data.

How Can Market Research Teams Use SERP Data?

Teams can collect search results regularly by keyword, country, language, and device. They can then compare competitor appearances, brand page performance, ranking changes, and page types, and turn notable changes into research leads.

Can SERP Data Represent Market Share or Sales?

No. SERP data reflects visibility in search results. It does not directly represent market share, sales, or purchase intent. Those conclusions require surveys, orders, traffic data, or other business data.

How Often Should Search Results Be Collected?

Core commercial keywords, branded terms, and campaign periods can be collected daily. Stable long-term topics can be collected weekly. The right frequency depends on keyword count, market scope, device count, and budget.