Blog / SERP Analysis
SERP Analysis Template: Free CSV and Decision Worksheet
Download a practical SERP analysis CSV and learn how to record query context, ranking URLs, intent, SERP features, evidence, gaps, and one measurable action.
Written by Aadil Khan
• Founder & Organic growth operatorAadil Khan is the founder of SERP Strategists. As an organic growth operator, he works with B2B SaaS and startup teams to scale search visibility using semantic engineering and data-driven GEO. Follow his experiments on LinkedIn or read our about page to see how we build.
This SERP analysis template records the evidence for one query before a team decides what to create, refresh, or defer. Use the SERP competitor analysis guide for the full interpretation method; use this worksheet when you need a clean, repeatable capture format.
Download the blank SERP analysis CSV. It contains no example rankings or fabricated metrics—only the fields needed for your own review.
What this template is designed to answer
By the end of one pass, you should be able to answer:
- What exact query, country, language, device, and date did we inspect?
- Which URLs and page types appeared?
- What job do the results appear to solve?
- Which visible SERP features change the click path?
- What evidence do the ranking pages provide?
- Is our gap mainly intent, content, authority, technical eligibility, or snippet appeal?
- What is the smallest useful action, who owns it, and when will we measure it?
The template does not estimate search volume, backlinks, traffic, or keyword difficulty. Add those fields only when you have a source you trust.
Deploy an autonomous operator to scale your search traffic
Stop manually managing complex SEO tasks. Request a tailored Organic Growth & Competitor Assessment—we'll perform a deep keyword gap analysis against your top 3 competitors and show you how an AI operator can execute approved SEO fixes on autopilot.
- Keyword gap audit vs. top 3 competitors
- Estimated traffic opportunity calculation
- 30-day autopilot execution plan
The CSV fields
| Field group | Columns | Why it matters |
|---|---|---|
| Query context | query, query_cluster, review_date, country, language, device | Makes the capture reproducible and prevents unlike SERPs from being mixed |
| Result identity | rank, domain, url, page_type | Separates a company from the exact page competing for the query |
| Result-page interpretation | search_intent, serp_features, title_promise, visible_freshness | Records what the result page appears to reward without treating it as a permanent rule |
| Evidence | evidence_type, authority_context, internal_support | Distinguishes original proof and supporting signals from word count |
| Diagnosis | gap_type, observed_weakness | States the reason for action in a reviewable form |
| Action | candidate_action, impact_1_5, confidence_1_5, effort_1_5, risk, owner | Converts research into an owned decision |
| Measurement | measurement_start, measurement_end, notes | Prevents the team from declaring success immediately after publishing |
Step 1: define the query cluster
Start with one exact query and a small set of variants that share the same job. Do not combine a software-comparison query, a definition query, and a pricing query merely because they contain the same noun.
Record the cluster label in plain language, such as:
- choose an AI SEO platform
- compare AI SEO pricing
- learn how to inspect a SERP
- find a SERP analysis worksheet
The label is an editorial working definition, not a claim about a search engine's internal classification.
Step 2: capture a clean result-page context
Record:
- exact query spelling
- date and time if volatility matters
- country and language
- desktop or mobile
- city when local results matter
- whether the browser was signed in or personalized
- whether the result came from a live browser, an API, or a vendor database
Different tools can return different positions because their settings and collection times differ. The template preserves those settings so later comparisons are meaningful.
If you need a tool, the SERP analyzer tools guide separates live snapshots, history, location controls, authority context, exports, and execution.
Step 3: record URLs, not only domains
A business competitor and a search competitor are not always the same. One SERP may include:
- vendor product or pricing pages
- editorial comparisons
- documentation
- community discussions
- video pages
- marketplaces or directories
- tools that answer the query directly
Record the exact URL and classify the page type. Repeated page types often reveal more than a list of famous domains.
Step 4: record the promise and proof
For each result, summarize the visible title promise in your own words. Then record the evidence available on the page:
- first-hand test or observation
- original dataset
- screenshots with a date and method
- worked example
- official documentation
- named expert review
- customer evidence with clear attribution
- no clear supporting proof
Do not mark a page as better simply because it is longer. Google recommends helpful, reliable, people-first content and warns against producing content primarily for search-engine manipulation. Use Google's people-first content questions as a quality check.
Step 5: classify the gap
Use one primary gap for the candidate action:
| Gap | What it means | Typical response |
|---|---|---|
| Intent | The page solves a different job | Reframe, map a different owner, or create a distinct page only when justified |
| Content | The page misses a necessary answer, decision, or example | Add the missing information with evidence |
| Authority | The result set is dominated by stronger, repeatedly cited sources | Improve proof, expertise, distribution, and relevant links |
| Technical | Crawling, indexation, rendering, canonicalization, or eligibility blocks the page | Fix the technical defect before rewriting |
| Snippet / CTR | The page appears but attracts too few useful clicks | Improve the title, description, promise, or result appearance without changing the core intent |
If two gaps matter, keep one primary and record the second in notes. A template with every gap selected is not a diagnosis.
Step 6: choose one candidate action
Write the action as a production change, not a topic:
- add a verified pricing methodology and dated evidence
- split a mixed-intent section into its correct owner page
- add contextual internal links from three relevant pages
- fix a canonical mismatch and validate the preferred URL
- improve a title after confirming a CTR problem
- defer the query because the authority gap is not realistic
Then score impact, confidence, and effort from 1–5 and assign a risk label. The numbers are prioritization inputs, not scientific probabilities.
Step 7: define the measurement contract
Before shipping, record:
- the baseline date window
- the exact page or pages changed
- the primary metric
- guardrail metrics
- the earliest review date
- the owner
- the rollback or correction condition
For an indexed page with impressions, the primary metric may be qualified clicks or qualified page-one impressions. For a technical fix, it may be successful validation and consolidation. For a new page, the first milestone may simply be discovery and indexing—not an immediate traffic claim.
What not to infer from one template
One SERP capture cannot prove:
- permanent rankings
- causal ranking factors
- exact search volume
- a vendor's paid-data accuracy
- that copying the current winners will rank
- that a recommendation will increase traffic or revenue
The worksheet makes the observation reviewable. It does not turn an observation into certainty.
Frequently asked questions
How many results should a SERP analysis include?
Record enough results to identify repeated page types, promises, and evidence patterns. Ten organic results are a practical manual starting point, but the correct depth depends on the result page and the decision.
Should I include ads and AI features?
Record any visible element that materially changes the user's path, but keep paid and organic results distinct. The SERP feature analysis guide provides a focused inventory method.
Is this a content brief?
No. It is the evidence layer before a brief. A content brief should be created only after the team confirms the page type, intent, and realistic gap.
Can I use the template with a SERP API?
Yes. Record the provider, collection settings, and timestamp in notes, and keep raw provider output separate from normalized interpretation.
How often should I repeat the analysis?
Repeat it before a material page decision and after the agreed measurement window. For ongoing tracking, use the SEO competitive benchmarking workflow.
Use the template to make a decision
A finished worksheet should end with one of four outcomes: update, create, fix, or defer. If it ends with a larger spreadsheet and no owner, the analysis is incomplete.
Done reading? deploy an autonomous operator to scale your search traffic
Stop manually managing complex SEO tasks. Request a tailored Organic Growth & Competitor Assessment—we'll perform a deep keyword gap analysis against your top 3 competitors and show you how an AI operator can execute approved SEO fixes on autopilot.
- Keyword gap audit vs. top 3 competitors
- Estimated traffic opportunity calculation
- 30-day autopilot execution plan
Related reading
Continue the cluster
How to Do SERP Competitor Analysis in 2026
Use this practical SERP competitor-analysis workflow to map ranking URLs, SERP features, query overlap, ranking versus CTR gaps, and the next page-level action.
Best SERP Analyzer Tools for SEO Teams in 2026
Compare SERP analyzer tools by live result inspection, SERP history, location and device support, SERP features, authority context, content gaps, exports, and execution.
How to Analyze Search Intent From the SERP
Analyze search intent from ranking page types, result promises, SERP features, and mixed-result patterns before creating or rewriting content.