TF-IDF SERP Analyzer

Scores titles/descriptions/AI Overview vs query. Adds sorting + overlap widget.

Users321

Rating5.0

Reviews6

Manifest versionV3

7-day growth-24

7-day growth rate-6.96%

Preview

TF-IDF SERP Analyzer Media preview

5 assets

Trend

30-day user trend

Review user movement over the last 30 days.

User Growth Over Time

Rating trend

30-day rating change

Track rating movement over time to see whether quality signals remain stable.

30-day rating change

Start

5.00

Latest

5.00

30-day rating change

0.00

2026年5月29日2026年6月4日

Growth overview

Daily, weekly, and monthly growth

Compare 1-day, 7-day, and 30-day net growth and growth rate.

1-day growthGrowing

+1+0.31%

7-day growthDeclining

-24-6.96%

30-day growthDeclining

-20-5.87%

Technical snapshot

Version, languages, and crawl freshness

Review publication date, version, supported languages, and crawl timestamps.

Version3.04

ManifestV3

Size9.25KiB

Languages1English

Published--

Store updated--

Last crawled--

Overview

Product summary

Review the store description, core capabilities, and common use cases.

This is an SEO Chrome Extension that runs on SERP & scores the SERP Titles against the Search Query in terms of TF-IDF Cosine Similarity which helps you understand the relevancy of title to the search query

Use Cases

1️⃣ See relevancy of Titles Against Search Query & Optimize if needed

2️⃣ For a Long Tail Query Identify Outliers who have published content catering closely to such niched queries. The similarity scores can build the confidence to pursue user focused topics

3️⃣ See Scores for Sitelink Extension to measure if there is any correlation between search queries & more similar sitelink extension receiving more CTR

4️⃣ See scores for PAA Ranking Titles to see if there is any correlation between long tail search queries & PAA SERP Titles Cosine Similarity Scores

Reviews